MCMC_acc.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "from src.CipherBreaker import CipherBreaker\n",
    "from src.CipherUtils import (\n",
    "    TextDecoder,\n",
    "    TextEncoder,\n",
    "    CipherGenerator,\n",
    "    TextPreProcessor,\n",
    ")\n",
    "from src.ProbabilityMatrix import ProbabilityMatrix\n",
    "from src.evaluation import (\n",
    "    accuracy_varying_text_length,\n",
    "    prepare_subtexts,\n",
    "    plot_accuracy_by_length,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Initialize classes and obtain the matrix of probabilities by training on the provided text\n",
    "cipher_generator = CipherGenerator()\n",
    "preprocess = TextPreProcessor()\n",
    "text_encoder = TextEncoder()\n",
    "text_decoder = TextDecoder()\n",
    "\n",
    "\n",
    "# List of text file paths to build our corpus (where we learn the transitions probs)\n",
    "file_paths = [\n",
    "    \"texts/moby_dick.txt\",\n",
    "    \"texts/shakespeare.txt\",\n",
    "    \"texts/james-joyce-a-portrait-of-the-artist-as-a-young-man.txt\",\n",
    "    \"texts/james-joyce-dubliners.txt\",\n",
    "    \"texts/james-joyce-ulysses.txt\",\n",
    "]\n",
    "\n",
    "texts = []\n",
    "for file_path in file_paths:\n",
    "    with open(file_path, \"r\") as file:\n",
    "        texts.append(file.read())\n",
    "\n",
    "corpus = \"\".join(texts)\n",
    "\n",
    "\n",
    "# preprocess the text, removing extra-characters\n",
    "\n",
    "corpus = preprocess.lower(corpus)\n",
    "unknown_chars = preprocess.unknown_chars(corpus)\n",
    "# print(unknown_chars)\n",
    "corpus = preprocess.remove_unknown_chars(corpus, unknown_chars=unknown_chars)\n",
    "corpus = preprocess.remove_additional_spaces(corpus)\n",
    "\n",
    "preprocess.save_text(\n",
    "    corpus\n",
    ")  # save text after preprocessing inside text_preprocessed.txt\n",
    "\n",
    "\n",
    "# compute the transition probs\n",
    "probability_matrix = ProbabilityMatrix(corpus)\n",
    "probability_matrix.compute_probability_table()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Iter 0 of start 1: imotxnz wrrhbvlf ioww hn bfmhonw frhn knozf olr vnunz hbvc mrs wrvl tznibfnwk moubvl wbxxwn rz vr hrvnk bv hk\n",
      "Iter 0 of start 2: oxwiypm leersfnc owll rp scxrwpl cerp jpwmc wne fpapm rsfb xeq lefn imposcplj xwasfn lsyylp em fe refpj sf rj\n",
      "Iter 0 of start 3: edhisnz vmmpgyut ehvv pn gtdphnv tmpn rnhzt hum ynonz pgyb dml vmyu iznegtnvr dhogyu vgssvn mz ym pmynr gy pr\n",
      "['whabler toominds watt me ishmaet some years ado never ming hof tond brewisety havind tillte or no money in my', 'whabler toominds watt me ishmaet some years ado never ming hou tond brewisety havind tillte or no money in my', 'whauler toominds watt me ishmaet some years ado never ming hof tond urewisety havind tillte or no money in my', 'whaucer lootinds wall te ishtael sote years ado nemer ting hof lond urewisely hamind liccle or no toney in ty', 'whapler toominds watt me ishmaet some years ado never ming hof tond prewisety havind tillte or no money in my']\n",
      "Iter 0 of start 1: dinvgls zeefctuk dnzz fl ckifnlz kefl mlnsk nue tlals fctp ieo zetu vsldcklzm inactu zcggzl es te fetlm ct fm\n",
      "Iter 0 of start 2: gksohaw neeqzxtd gsnn qa zdkqsan deqa vaswd ste xapaw qzxb ker next owagzdanv kspzxt nzhhna ew xe qexav zx qv\n",
      "Iter 0 of start 3: klxcbsn yjjzrdmt kxyy zs rtlzxsy tjzs gsxnt xmj dsvsn zrdo lja yjdm cnskrtsyg lxvrdm yrbbys jn dj zjdsg rd zg\n",
      "['cwabler toohinds catt he iswhaet sohe years ado nemer hing wof tond brecisety wamind tillte or no honey in hy', 'cwibler toohands citt he aswhiet sohe yeirs ido nemer hang wof tond brecasety wimand tallte or no honey an hy', 'cwabler toohinds catt he iswhaet sohe years ado nemer hing wou tond brecisety wamind tillte or no honey in hy', 'cwibler toohands citt he aswhiet sohe yeirs ido nemer hang wou tond brecasety wimand tallte or no honey an hy', 'cwifler toohands citt he aswhiet sohe yeirs ido nemer hang wou tond frecasety wimand tallte or no honey an hy']\n",
      "Iter 0 of start 1: oytapli deejscgb otdd jl sbyjtld bejl hltib tge clxli jscu yew decg ailosbldh ytxscg dsppdl ei ce jeclh sc jh\n",
      "Iter 0 of start 2: rbzglea kooqvwnt rzkk qe vtbqzek toqe uezat zno wepea qvws bof kown gaervteku bzpvwn kvllke oa wo qoweu vw qu\n",
      "Iter 0 of start 3: ipvfxcq rbbsgzhy ivrr sc gypsvcr ybsc ucvqy vhb zctcq sgzl pbm rbzh fqcigycru pvtgzh rgxxrc bq zb sbzcu gz su\n",
      "['whabler toominds watt me ishmaet some years ado never ming hof tond brewisety havind tillte or no money in my', 'whabler toominds watt me ishmaet some years ado never ming hou tond brewisety havind tillte or no money in my', 'whauler toominds watt me ishmaet some years ado never ming hof tond urewisety havind tillte or no money in my', 'whapler toominds watt me ishmaet some years ado never ming hof tond prewisety havind tillte or no money in my', 'whapler toominds watt me ishmaet some years ado never ming hou tond prewisety havind tillte or no money in my']\n",
      "Iter 0 of start 1: deytfmn joozgvrw dyjj zm gwezymj wozm smynw yro vmkmn zgvu eox jovr tnmdgwmjs eykgvr jgffjm on vo zovms gv zs thnwm yvu vofegvr tynfgdhjyn fo\n",
      "Iter 0 of start 2: pzbshva yrrmgtxd pbyy mv gdzmbvy drmv ivbad bxr tvjva mgtk zrl yrtx savpgdvyi zbjgtx yghhyv ra tr mrtvi gt mi swadv btk trhzgtx sbahgpwyba hr\n",
      "Iter 0 of start 3: hxotsvk annmquwj hoaa mv qjxmova jnmv lvokj own uvevk mquy xnd anuw tkvhqjval xoequw aqssav nk un mnuvl qu ml tgkjv ouy unsxquw toksqhgaok sn\n",
      "['chabter loominds call me ishmael some years ado never ming hof lond brecisely havind little or no money in my burse ang nothind barticular to', 'chapter loominds call me ishmael some years ado never ming hof lond precisely havind little or no money in my purse ang nothind particular to', 'chabter loominds call me ishmael some years ado newer ming hof lond brecisely hawind little or no money in my burse ang nothind barticular to', 'chabter loominds call me ishmael some years ado never ming how lond brecisely havind little or no money in my burse ang nothind barticular to', 'chafter loominds call me ishmael some years ado never ming how lond frecisely havind little or no money in my furse ang nothind farticular to']\n",
      "Iter 0 of start 1: yrtdels jffoznha ytjj ol zarotlj afol gltsa thf nluls oznm rfp jfnh dslyzaljg rtuznh jzeejl fs nf ofnlg zn og dbsal tnm nferznh dtsezybjts ef\n",
      "Iter 0 of start 2: jluxoqm fggerbip juff eq rpleuqf pgeq yqump uig bqkqm erbd lgc fgbi xmqjrpqfy lukrbi froofq gm bg egbqy rb ey xvmpq ubd bgolrbi xumorjvfum og\n",
      "Iter 0 of start 3: hyxstlk wuujpzvo hxww jl poyjxlw oujl flxko xvu zlnlk jpzg yud wuzv sklhpolwf yxnpzv wpttwl uk zu juzlf pz jf sckol xzg zutypzv sxktphcwxk tu\n",
      "['chabter loominds call me ishmael some years ado never ming hof lond brecisely havind little or no money in my burse ang nothind barticular to', 'chapter loominds call me ishmael some years ado never ming hof lond precisely havind little or no money in my purse ang nothind particular to', 'cwabler toohinds catt he iswhaet sohe years ado nemer hing wof tond brecisety wamind tillte or no honey in hy burse ang nolwind barlicutar lo', 'chabter loominds call me ishmael some years ado newer ming hof lond brecisely hawind little or no money in my burse ang nothind barticular to', 'chabter loominds call me ishmael some years ado never ming how lond brecisely havind little or no money in my burse ang nothind barticular to']\n",
      "Iter 0 of start 1: xdyvczt naashglw xynn sz hwdsyzn wasz jzytw yla gzuzt shgo dak nagl vtzxhwznj dyuhgl nhccnz at ga sagzj hg sj vftwz ygo gacdhgl vytchxfnyt ca\n",
      "Iter 0 of start 2: wpkfhri cddsvujz wkcc sr vzpskrc zdsr brkiz kjd uryri svug pdo cduj firwvzrcb pkyvuj cvhhcr di ud sdurb vu sb faizr kug udhpvuj fkihvwacki hd\n",
      "Iter 0 of start 3: pjshduk bffiotlz psbb iu ozjisub zfiu nuskz slf tuwuk iote jfr bftl hkupozubn jswotl boddbu fk tf iftun ot in hakzu ste tfdjotl hskdopabsk df\n",
      "['chabter loominds call me ishmael some years ado never ming hof lond brecisely havind little or no money in my burse ang nothind barticular to', 'chapter loominds call me ishmael some years ado never ming hof lond precisely havind little or no money in my purse ang nothind particular to', 'chabter loominds call me ishmael some years ado newer ming hof lond brecisely hawind little or no money in my burse ang nothind barticular to', 'chabter loominds call me ishmael some years ado never ming how lond brecisely havind little or no money in my burse ang nothind barticular to', 'chafter loominds call me ishmael some years ado never ming how lond frecisely havind little or no money in my furse ang nothind farticular to']\n",
      "Iter 0 of start 1: ksapwfn dcchbjrm kadd hf bmshafd mchf qfanm arc jfzfn hbjx sci dcjr pnfkbmfdq sazbjr dbwwdf cn jc hcjfq bj hq plnmf ajx jcwsbjr panwbkldan wc bjwfnfmw hf cj mscnf b\n",
      "Iter 0 of start 2: frbgxks tyyzalph fbtt zk ahrzbkt hyzk vkbsh bpy lknks zalm ryw tylp gskfahktv rbnalp taxxtk ys ly zylkv al zv gishk blm lyxralp gbsxafitbs xy alxkskhx zk yl hrysk a\n",
      "Iter 0 of start 3: pzxluqc yaawsgkv pxyy wq svzwxqy vawq nqxcv xka gqfqc wsgi zah yagk lcqpsvqyn zxfsgk ysuuyq ac ga wagqn sg wn lmcvq xgi gauzsgk lxcuspmyxc ua sguqcqvu wq ag vzacq s\n",
      "['chabter loominds call me ishmael some years ado never ming hof lond brecisely havind little or no money in my burse ang nothind barticular to interest me on shore i', 'chapter loominds call me ishmael some years ado never ming hof lond precisely havind little or no money in my purse ang nothind particular to interest me on shore i', 'chabter loominds call me ishmael some years ado newer ming hof lond brecisely hawind little or no money in my burse ang nothind barticular to interest me on shore i', 'chabter loominds call me ishmael some years ado never ming how lond brecisely havind little or no money in my burse ang nothind barticular to interest me on shore i', 'chafter loominds call me ishmael some years ado never ming how lond frecisely havind little or no money in my furse ang nothind farticular to interest me on shore i']\n",
      "Iter 0 of start 1: eswgtcf mjjrubha ewmm rc uasrwcm ajrc qcwfa whj bcycf rubd sjz mjbh gfceuacmq swyubh muttmc jf bj rjbcq ub rq gofac wbd bjtsubh gwftueomwf tj ubtcfcat rc jb asjfc u\n",
      "Iter 0 of start 2: vejtsgm qaawbuln vjqq wg bnewjgq nawg kgjmn jla ugigm wbux eaz qaul tmgvbngqk ejibul qbssqg am ua waugk bu wk tcmng jux uasebul tjmsbvcqjm sa busgmgns wg au neamg b\n",
      "Iter 0 of start 3: obapzxc frreyklv oaff ex yvbeaxf vrex mxacv alr kxtxc eykd bri frkl pcxoyvxfm batykl fyzzfx rc kr erkxm yk em pscvx akd krzbykl paczyosfac zr ykzxcxvz ex rk vbrcx y\n",
      "['chabter loominds call me ishmael some years ado never ming hof lond brecisely havind little or no money in my burse ang nothind barticular to interest me on shore i', 'chapter loominds call me ishmael some years ado never ming hof lond precisely havind little or no money in my purse ang nothind particular to interest me on shore i', 'chabter loominds call me ishmael some years ado newer ming hof lond brecisely hawind little or no money in my burse ang nothind barticular to interest me on shore i', 'chabter loominds call me ishmael some years ado never ming how lond brecisely havind little or no money in my burse ang nothind barticular to interest me on shore i', 'chafter loominds call me ishmael some years ado never ming how lond frecisely havind little or no money in my furse ang nothind farticular to interest me on shore i']\n",
      "Iter 0 of start 1: cirdhjt foovywns crff vj ysivrjf sovj pjrts rno wjljt vywq iok fown dtjcysjfp irlywn fyhhfj ot wo vowjp yw vp dutsj rwq wohiywn drthycufrt ho ywhjtjsh vj ow siotj y\n",
      "Iter 0 of start 2: tvgcsfz dllbrinp tgdd bf rpvbgfd plbf qfgzp gnl ifkfz brih vla dlin czftrpfdq vgkrin drssdf lz il blifq ri bq cozpf gih ilsvrin cgzsrtodgz sl risfzfps bf li pvlzf r\n",
      "Iter 0 of start 3: ftyckgw uxxvolds fyuu vg ostvygu sxvg jgyws ydx lgngw volq txb uxld cwgfosguj tynold uokkug xw lx vxlgj ol vj cawsg ylq lxktold cywkofauyw kx olkgwgsk vg xl stxwg o\n",
      "['chabter loominds call me ishmael some years ado never ming hof lond brecisely havind little or no money in my burse ang nothind barticular to interest me on shore i', 'chapter loominds call me ishmael some years ado never ming hof lond precisely havind little or no money in my purse ang nothind particular to interest me on shore i', 'chabter loominds call me ishmael some years ado newer ming hof lond brecisely hawind little or no money in my burse ang nothind barticular to interest me on shore i', 'chabter loominds call me ishmael some years ado never ming how lond brecisely havind little or no money in my burse ang nothind barticular to interest me on shore i', 'chafter loominds call me ishmael some years ado never ming how lond frecisely havind little or no money in my furse ang nothind farticular to interest me on shore i']\n",
      "Iter 0 of start 1: fthjazu kllopidq fhkk oz pqtohzk qloz nzhuq hdl izezu opib tlv klid juzfpqzkn thepid kpaakz lu il olizn pi on jsuqz hib ilatpid jhuapfskhu al piazuzqa oz li qtluz p atlsdta p vlskb qhpk hrlsa\n",
      "Iter 0 of start 2: gajnxqk vwwbrpoi gjvv bq riabjqv iwbq cqjki jow pqdqk brpf awe vwpo nkqgriqvc ajdrpo vrxxvq wk pw bwpqc rp bc nhkiq jpf pwxarpo njkxrghvjk xw rpxqkqix bq wp iawkq r xawhoax r ewhvf ijrv jlwhx\n",
      "Iter 0 of start 3: euojacq niixyktw eonn xc ywuxocn wixc hcoqw oti kcvcq xykr uib nikt jqceywcnh uovykt nyaanc iq ki xikch yk xh jfqwc okr kiauykt joqayefnoq ai ykacqcwa xc ik wuiqc y auiftua y bifnr woyn odifa\n",
      "['chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail about', 'chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail awout', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail awout', 'chabter loomings call me ishmael some years ago newer mind hof long brecisely hawing little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout']\n",
      "Iter 0 of start 1: nlrvtqd ioogsywa nrii gq salgrqi aogq zqrda rwo yqeqd gsyb lou ioyw vdqnsaqiz lresyw isttiq od yo goyqz sy gz vjdaq ryb yotlsyw vrdtsnjird to sytqdqat gq oy alodq s tlojwlt s uojib arsi rxojt\n",
      "Iter 0 of start 2: gnrakzs pvvlifeu grpp lz iunlrzp uvlz mzrsu rev fzczs lify nvq pvfe aszgiuzpm nrcife pikkpz vs fv lvfzm if lm ajsuz rfy fvknife arskigjprs kv ifkzszuk lz vf unvsz i knvjenk i qvjpy urip rhvjk\n",
      "Iter 0 of start 3: vxfeaqj dzztkryp vfdd tq kpxtfqd pztq sqfjp fyz rqcqj tkrh xzb dzry ejqvkpqds xfckry dkaadq zj rz tzrqs kr ts egjpq frh rzaxkry efjakvgdfj az kraqjqpa tq zr pxzjq k axzgyxa k bzgdh pfkd fuzga\n",
      "['chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail about', 'chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail awout', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail awout', 'chabter loomings call me ishmael some years ago newer mind hof long brecisely hawing little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout']\n",
      "Iter 0 of start 1: fkhqiuy nwwesado fhnn eu sokehun oweu tuhyo hdw aumuy esab kwz nwad qyufsount khmsad nsiinu wy aw ewaut sa et qpyou hab awiksad qhyisfpnhy iw saiuyuoi eu wa okwyu s ikwpdki s zwpnb ohsn hgwpi\n",
      "Iter 0 of start 2: wculvqm bttajszr wubb aq jrcauqb rtaq iqumr uzt sqeqm ajsx cto btsz lmqwjrqbi cuejsz bjvvbq tm st atsqi js ai lfmrq usx stvcjsz lumvjwfbum vt jsvqmqrv aq ts rctmq j vctfzcv j otfbx rujb ugtfv\n",
      "Iter 0 of start 3: csobtqn miiyjdpr comm yq jrsyoqm riyq uqonr opi dqeqn yjdx sih midp bnqcjrqmu soejdp mjttmq in di yidqu jd yu blnrq odx ditsjdp bontjclmon ti jdtqnqrt yq id rsinq j tsilpst j hilmx rojm oailt\n",
      "['chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail about', 'chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail awout', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail awout', 'chabter loomings call me ishmael some years ago newer mind hof long brecisely hawing little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout']\n",
      "Iter 0 of start 1: fkrvabu wxxpinoz frww pb izkprbw zxpb cbruz rox nbtbu ping kxh wxno vubfizbwc krtino wiaawb xu nx pxnbc in pc vyuzb rng nxakino vruaifywru ax inabubza pb xn zkxub i akxyoka i hxywg zriw rdxya r wiaawb rng zbb akb\n",
      "Iter 0 of start 2: royfqeg cttnkipl rycc ne klonyec ltne deygl ypt ieueg nkia otj ctip fgerklecd oyukip ckqqce tg it ntied ki nd fsgle yia itqokip fygqkrscyg qt kiqegelq ne ti lotge k qotspoq k jtsca lykc ymtsq y ckqqce yia lee qoe\n",
      "Iter 0 of start 3: vbgwtea xllysnuh vgxx ye shbygex hlye regah gul nezea ysnp blo xlnu waevshexr bgzsnu xsttxe la nl ylner sn yr wcahe gnp nltbsnu wgatsvcxga tl snteaeht ye ln hblae s tblcubt s olcxp hgsx gdlct g xsttxe gnp hee tbe\n",
      "['chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout a little and see the', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail about a little and see the', 'chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail awout a little and see the', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail awout a little and see the', 'chabter loomings call me ishmael some years ago newer mind hof long brecisely hawing little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout a little and see the']\n",
      "Iter 0 of start 1: beanxsq hlljiuvt bahh js itejash tljs csaqt avl usosq jiud elf hluv nqsbitshc eaoiuv hixxhs lq ul jlusc iu jc ngqts aud ulxeiuv naqxibghaq xl iuxsqstx js lu telqs i xelgvex i flghd taih amlgx a hixxhs aud tss xes\n",
      "Iter 0 of start 2: diftzeq cssayprg dfcc ae ygiafec gsae wefqg frs peveq aypb iso cspr tqedygecw ifvypr cyzzce sq ps aspew yp aw tjqge fpb psziypr tfqzydjcfq zs ypzeqegz ae sp gisqe y zisjriz y osjcb gfyc fmsjz f cyzzce fpb gee zie\n",
      "Iter 0 of start 3: kzrjbsf pddgalom krpp gs amzgrsp mdgs isrfm rod lsusf galv zdn pdlo jfskamspi zrualo pabbps df ld gdlsi al gi jyfms rlv ldbzalo jrfbakyprf bd albsfsmb gs dl mzdfs a bzdyozb a ndypv mrap rqdyb r pabbps rlv mss bzs\n",
      "['ctabler doohings cadd he isthaed sohe mears ago never hiny tof dong brecisedm taving dillde or no honem in hm burse any nolting barlicudar lo inleresl he on store i ltougtl i foudy said apoul a dillde any see lte', 'ctabler doohings cadd he isthaed sohe mears ago never hiny tof dong brecisedm taving dillde or no honem in hm burse any nolting barlicudar lo inleresl he on store i ltougtl i foudy said awoul a dillde any see lte', 'ctabler doohings cadd he isthaed sohe mears ago newer hiny tof dong brecisedm tawing dillde or no honem in hm burse any nolting barlicudar lo inleresl he on store i ltougtl i foudy said apoul a dillde any see lte', 'ctabler doohings cadd he isthaed sohe mears ago never hiny tow dong brecisedm taving dillde or no honem in hm burse any nolting barlicudar lo inleresl he on store i ltougtl i woudy said afoul a dillde any see lte', 'ctabler doohings cadd he isthaed sohe mears ago never hiny tow dong brecisedm taving dillde or no honem in hm burse any nolting barlicudar lo inleresl he on store i ltougtl i woudy said apoul a dillde any see lte']\n",
      "Iter 0 of start 1: ileqmwv ottpxrfy ieoo pw xylpewo ytpw nwevy eft rwawv pxrs ltg otrf qvwixywon leaxrf oxmmow tv rt ptrwn xr pn qdvyw ers rtmlxrf qevmxidoev mt xrmwvwym pw tr yltvw x mltdflm x gtdos yexo eztdm e oxmmow ers yww mlw\n",
      "Iter 0 of start 2: usdzhaf gppwribv udgg wa rvswdag vpwa nadfv dbp iaeaf wriy spl gpib zfaurvagn sderib grhhga pf ip wpian ri wn zmfva diy iphsrib zdfhrumgdf hp rihafavh wa pi vspfa r hspmbsh r lpmgy vdrg dkpmh d grhhga diy vaa hsa\n",
      "Iter 0 of start 3: qyiafte ohhwmvus qioo wt msywito shwt dties iuh vtpte wmvk yhg ohvu aetqmstod yipmvu omffot he vh whvtd mv wd abest ivk vhfymvu aiefmqboie fh mvftetsf wt hv syhet m fyhbuyf m ghbok simo ixhbf i omffot ivk stt fyt\n",
      "['chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout a little and see the', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail about a little and see the', 'chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail awout a little and see the', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail awout a little and see the', 'chabter loomings call me ishmael some years ago newer mind hof long brecisely hawing little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout a little and see the']\n",
      "Iter 0 of start 1: jmpuikr lvvfgyaq jpll fk gqmfpkl qvfk tkprq pav ykokr fgyx mvn lvya urkjgqklt mpogya lgiilk vr yv fvykt gy ft udrqk pyx yvimgya uprigjdlpr iv gyikrkqi fk vy qmvrk g imvdami g nvdlx qpgl pzvdi p lgiilk pyx qkk imk npikrt upri ve imk nvrlx\n",
      "Iter 0 of start 2: cavleqt smmozgdu cvss oq zuaovqs umoq hqvtu vdm gqjqt ozgk amw smgd ltqczuqsh avjzgd szeesq mt gm omgqh zg oh lrtuq vgk gmeazgd lvtezcrsvt em zgeqtque oq mg uamtq z eamrdae z wmrsk uvzs vpmre v szeesq vgk uqq eaq wveqth lvte mx eaq wmtsk\n",
      "Iter 0 of start 3: yvqmdbx ctthsikz yqcc hb szvhqbc zthb fbqxz qkt ibwbx hsie vto ctik mxbyszbcf vqwsik csddcb tx it htibf si hf mlxzb qie itdvsik mqxdsylcqx dt sidbxbzd hb ti zvtxb s dvtlkvd s otlce zqsc qutld q csddcb qie zbb dvb oqdbxf mqxd tj dvb otxce\n",
      "['chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world', 'chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout a little and see the fatery bart ow the forld', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail about a little and see the fatery part ow the forld', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world']\n",
      "Iter 0 of start 1: xpanjev smmqfctr xass qe frpqaes rmqe keavr atm cehev qfcg pmb smct nvexfresk pahfct sfjjse mv cm qmcek fc qk nivre acg cmjpfct navjfxisav jm fcjeverj qe mc rpmve f jpmitpj f bmisg rafs awmij a sfjjse acg ree jpe bajevk navj my jpe bmvsg\n",
      "Iter 0 of start 2: bimnysa crrpxzdl bmcc ps xlipmsc lrps osmal mdr zsvsa pxze iru crzd nasbxlsco imvxzd cxyycs ra zr przso xz po nkals mze zryixzd nmayxbkcma yr xzysasly ps rz liras x yirkdiy x urkce lmxc mwrky m cxyycs mze lss yis umysao nmay rq yis urace\n",
      "Iter 0 of start 3: gxrdvan meeiqlkt grmm ia qtxiram teia harnt rke lauan iqlc xef melk dnagqtamh xruqlk mqvvma en le ielah ql ih dznta rlc levxqlk drnvqgzmrn ve qlvanatv ia el txena q vxezkxv q fezmc trqm rwezv r mqvvma rlc taa vxa frvanh drnv eo vxa fenmc\n",
      "['chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world', 'chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout a little and see the fatery bart ow the forld', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail about a little and see the fatery part ow the forld', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world']\n",
      "Iter 0 of start 1: yfpsokw tddjruni yptt jk rifjpkt idjk qkpwi pnd ukgkw jruc fdh tdun swkyriktq fpgrun trootk dw ud jdukq ru jq smwik puc udofrun spworymtpw od ruokwkio jk du ifdwk r ofdmnfo r hdmtc iprt pbdmo p trootk puc ikk ofk hpokwq spwo dx ofk hdwtc\n",
      "Iter 0 of start 2: mhnaodx rkkpewic mnrr pd echpndr ckpd sdnxc nik wdbdx pewz hkq rkwi axdmecdrs hnbewi reoord kx wk pkwds ew ps ayxcd nwz wkohewi anxoemyrnx ok ewodxdco pd kw chkxd e ohkyiho e qkyrz cner nukyo n reoord nwz cdd ohd qnodxs anxo kl ohd qkxrz\n",
      "Iter 0 of start 3: chmluyp rvvekbdj cmrr ey kjhemyr jvey oympj mdv bynyp ekbz hvs rvbd lpyckjyro hmnkbd rkuury vp bv evbyo kb eo lwpjy mbz bvuhkbd lmpukcwrmp uv kbuypyju ey vb jhvpy k uhvwdhu k svwrz jmkr mtvwu m rkuury mbz jyy uhy smuypo lmpu vx uhy svprz\n",
      "['chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world', 'chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout a little and see the fatery bart ow the forld', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail about a little and see the fatery part ow the forld', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world']\n",
      "Iter 0 of start 1: cizlwbf veerjxsh czvv rb jhirzbv herb ubzfh zse xbobf rjxk iea vexs lfbcjhbvu izojxs vjwwvb ef xe rexbu jx ru lpfhb zxk xewijxs lzfwjcpvzf we jxwbfbhw rb ex hiefb j wiepsiw j aepvk hzjv znepw z vjwwvb zxk hbb wib azwbfu lzfw et wib aefvk jw jh z azu j\n",
      "Iter 0 of start 2: ixegksr uwwofqdy ieuu os fyxoesu ywos psery edw qstsr ofqv xwh uwqd grsifysup xetfqd ufkkus wr qw owqsp fq op glrys eqv qwkxfqd gerkfiluer kw fqksrsyk os wq yxwrs f kxwldxk f hwluv yefu enwlk e ufkkus eqv yss kxs heksrp gerk wc kxs hwruv fk fy e hep f\n",
      "Iter 0 of start 3: fvzwlyj sqqaptcg fzss ay pgvazys gqay hyzjg zcq tynyj aptm vqb sqtc wjyfpgysh vznptc spllsy qj tq aqtyh pt ah wojgy ztm tqlvptc wzjlpfoszj lq ptlyjygl ay qt gvqjy p lvqocvl p bqosm gzps zeqol z spllsy ztm gyy lvy bzlyjh wzjl qd lvy bqjsm pl pg z bzh p\n",
      "['chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i', 'chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout a little and see the fatery bart ow the forld it is a fay i', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail about a little and see the fatery part ow the forld it is a fay i']\n",
      "Iter 0 of start 1: hsvizaj tqqbgyfd hvtt ba gdsbvat dqba uavjd vfq yanaj bgym sqc tqyf ijahgdatu svngyf tgzzta qj yq bqyau gy bu ixjda vym yqzsgyf ivjzghxtvj zq gyzajadz ba qy dsqja g zsqxfsz g cqxtm dvgt vpqxz v tgzzta vym daa zsa cvzaju ivjz ql zsa cqjtm gz gd v cvu g\n",
      "Iter 0 of start 2: qiyoxwg duufehks qydd fw esifywd sufw jwygs yku hwtwg fehz ium duhk ogwqeswdj iytehk dexxdw ug hu fuhwj eh fj obgsw yhz huxiehk oygxeqbdyg xu ehxwgwsx fw uh siugw e xiubkix e mubdz syed ycubx y dexxdw yhz sww xiw myxwgj oygx un xiw mugdz ex es y myj e\n",
      "Iter 0 of start 3: vpaubtc gllkhyfi vagg kt hipkatg ilkt qtaci afl ytetc khyz plr glyf uctvhitgq paehyf ghbbgt lc yl klytq hy kq umcit ayz ylbphyf uacbhvmgac bl hybtctib kt ly iplct h bplmfpb h rlmgz iahg aslmb a ghbbgt ayz itt bpt rabtcq uacb lo bpt rlcgz hb hi a raq h\n",
      "['chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i', 'chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout a little and see the fatery bart ow the forld it is a fay i', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail about a little and see the fatery part ow the forld it is a fay i']\n",
      "Iter 0 of start 1: edavfjh iuuobknq eaii oj bqdoaji quoj mjahq anu kjpjh obkz dux iukn vhjebqjim dapbkn ibffij uh ku oukjm bk om vyhqj akz kufdbkn vahfbeyiah fu bkfjhjqf oj uk qduhj b fduyndf b xuyiz qabi awuyf a ibffij akz qjj fdj xafjhm vahf ul fdj xuhiz bf bq a xam b\n",
      "Iter 0 of start 2: jowxfhi pzzrtncb jwpp rh tborwhp bzrh khwib wcz nhahi rtnm oze pznc xihjtbhpk owatnc ptffph zi nz rznhk tn rk xyibh wnm nzfotnc xwiftjypwi fz tnfhihbf rh zn bozih t fozycof t ezypm bwtp wdzyf w ptffph wnm bhh foh ewfhik xwif zl foh ezipm tf tb w ewk t\n",
      "Iter 0 of start 3: ahszdtx yffmgewb asyy mt gbhmsty bfmt jtsxb swf etotx mgel hfc yfew zxtagbtyj hsogew ygddyt fx ef mfetj ge mj zqxbt sel efdhgew zsxdgaqysx df gedtxtbd mt fe bhfxt g dhfqwhd g cfqyl bsgy snfqd s ygddyt sel btt dht csdtxj zsxd fp dht cfxyl gd gb s csj g\n",
      "['chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i', 'chabter loomings call me ishmael some years ago never mind hof long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i fould sail apout a little and see the fatery bart ow the forld it is a fay i', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i', 'chapter loomings call me ishmael some years ago never mind hof long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i fould sail about a little and see the fatery part ow the forld it is a fay i']\n",
      "Iter 0 of start 1: oinxtrq lyyakzsv onll ar kvianrl vyar prnqv nsy zrdrq akzw iym lyzs xqrokvrlp indkzs lkttlr yq zy ayzrp kz ap xeqvr nzw zytikzs xnqtkoelnq ty kztrqrvt ar yz viyqr k tiyesit k myelw vnkl ncyet n lkttlr nzw vrr tir mntrqp xnqt yf tir myqlw kt kv n mnp k indr yf wqkdkzs yff tir\n",
      "Iter 0 of start 2: crknipy fwwaexou ckff ap eurakpf uwap gpkyu kow xpdpy aexz rws fwxo nypceupfg rkdexo feiifp wy xw awxpg ex ag njyup kxz xwirexo nkyiecjfky iw exipypui ap wx urwyp e irwjori e swjfz ukef kqwji k feiifp kxz upp irp skipyg nkyi wt irp swyfz ei eu k skg e rkdp wt zyedexo wtt irp\n",
      "Iter 0 of start 3: rlqgikf yssxnace rqyy xk nelxqky esxk pkqfe qcs akokf xnaj lsz ysac gfkrnekyp lqonac yniiyk sf as xsakp na xp gtfek qaj asilnac gqfinrtyqf is naikfkei xk sa elsfk n ilstcli n zstyj eqny qwsti q yniiyk qaj ekk ilk zqikfp gqfi sd ilk zsfyj ni ne q zqp n lqok sd jfnonac sdd ilk\n",
      "['chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i have of driving off the', 'phabter loomings pall me ishmael some years ago never mind how long brepisely having little or no money in my burse and nothing bartipular to interest me on shore i thought i would sail acout a little and see the watery bart of the world it is a way i have of driving off the', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail akout a little and see the watery bart of the world it is a way i have of driving off the']\n",
      "Iter 0 of start 1: vydkxcb opprlheu vdoo rc luyrdco uprc tcdbu dep hcmcb rlhn ypz ophe kbcvlucot ydmlhe olxxoc pb hp rphct lh rt kjbuc dhn hpxylhe kdbxlvjodb xp lhxcbcux rc ph uypbc l xypjeyx l zpjon udlo dfpjx d olxxoc dhn ucc xyc zdxcbt kdbx pq xyc zpbon lx lu d zdt l ydmc pq nblmlhe pqq xyc\n",
      "Iter 0 of start 2: fixrtks bzzqmypw fxbb qk mwiqxkb wzqk vkxsw xpz yknks qmya izl bzyp rskfmwkbv ixnmyp bmttbk zs yz qzykv my qv rdswk xya yztimyp rxstmfdbxs tz mytkskwt qk zy wizsk m tizdpit m lzdba wxmb xozdt x bmttbk xya wkk tik lxtksv rxst zh tik lzsba mt mw x lxv m ixnk zh asmnmyp zhh tik\n",
      "Iter 0 of start 3: vrqpwks uttcdbfi vquu ck dircqku itck ykqsi qft bkaks cdbm rtz utbf pskvdikuy rqadbf udwwuk ts bt ctbky db cy plsik qbm btwrdbf pqswdvluqs wt dbwkskiw ck tb irtsk d wrtlfrw d ztlum iqdu qjtlw q udwwuk qbm ikk wrk zqwksy pqsw tg wrk ztsum dw di q zqy d rqak tg msdadbf tgg wrk\n",
      "['chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i have of driving off the', 'phabter loomings pall me ishmael some years ago never mind how long brepisely having little or no money in my burse and nothing bartipular to interest me on shore i thought i would sail acout a little and see the watery bart of the world it is a way i have of driving off the', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail akout a little and see the watery bart of the world it is a way i have of driving off the']\n",
      "Iter 0 of start 1: shducjz pggfnqrv sdpp fj nvhfdjp vgfj xjdzv drg qjbjz fnqk hgm pgqr uzjsnvjpx hdbnqr pnccpj gz qg fgqjx nq fx uazvj dqk qgchnqr udzcnsapdz cg nqcjzjvc fj gq vhgzj n chgarhc n mgapk vdnp dlgac d pnccpj dqk vjj chj mdcjzx udzc gw chj mgzpk nc nv d mdx n hdbj gw kznbnqr gww chj\n",
      "Iter 0 of start 2: xpnavil fwwgktub xnff gi kbpgnif bwgi sinlb nuw timil gkty pwh fwtu alixkbifs pnmktu fkvvfi wl tw gwtis kt gs arlbi nty twvpktu anlvkxrfnl vw ktvilibv gi wt bpwli k vpwrupv k hwrfy bnkf njwrv n fkvvfi nty bii vpi hnvils anlv wd vpi hwlfy kv kb n hns k pnmi wd ylkmktu wdd vpi\n",
      "Iter 0 of start 3: mbrvxuj qffghnsc mrqq gu hcbgruq cfgu durjc rsf nueuj ghny bfo qfns vjumhcuqd brehns qhxxqu fj nf gfnud hn gd vwjcu rny nfxbhns vrjxhmwqrj xf hnxujucx gu fn cbfju h xbfwsbx h ofwqy crhq rlfwx r qhxxqu rny cuu xbu orxujd vrjx ft xbu ofjqy hx hc r ord h breu ft yjhehns ftt xbu\n",
      "['chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i have of driving off the', 'phabter loomings pall me ishmael some years ago never mind how long brepisely having little or no money in my burse and nothing bartipular to interest me on shore i thought i would sail acout a little and see the watery bart of the world it is a way i have of driving off the', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail akout a little and see the watery bart of the world it is a way i have of driving off the']\n",
      "Iter 0 of start 1: jlxwbci nvvhzogd jxnn hc zdlhxcn dvhc fcxid xgv ocaci hzom lve nvog wicjzdcnf lxazog nzbbnc vi ov hvocf zo hf wtidc xom ovblzog wxibzjtnxi bv zobcicdb hc vo dlvic z blvtglb z evtnm dxzn xyvtb x nzbbnc xom dcc blc exbcif wxib vp blc evinm zb zd x exf z lxac vp mizazog vpp blc dwncco xom icgtnxbzog blc jzijtnxbzvo\n",
      "Iter 0 of start 2: kdjgsiw pttbvycq kjpp bi vqdbjip qtbi uijwq jct yifiw bvyo dtl ptyc gwikvqipu djfvyc pvsspi tw yt btyiu vy bu gewqi jyo ytsdvyc gjwsvkepjw st vysiwiqs bi ty qdtwi v sdtecds v ltepo qjvp jztes j pvsspi jyo qii sdi ljsiwu gjws th sdi ltwpo vs vq j lju v djfi th owvfvyc thh sdi qgpiiy jyo wicepjsvyc sdi kvwkepjsvty\n",
      "Iter 0 of start 3: vdkpauj fggeqmxy vkff eu qydekuf ygeu bukjy kxg mutuj eqmr dgo fgmx pjuvqyufb dktqmx fqaafu gj mg egmub qm eb pcjyu kmr mgadqmx pkjaqvcfkj ag qmaujuya eu gm ydgju q adgcxda q ogcfr ykqf kzgca k fqaafu kmr yuu adu okaujb pkja gw adu ogjfr qa qy k okb q dktu gw rjqtqmx gww adu ypfuum kmr juxcfkaqmx adu vqjvcfkaqgm\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail akout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i have of driving off the scleen and regulating the pirpulation', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail ajout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation']\n",
      "Iter 0 of start 1: gnczwts ekkyuqbv gcee yt uvnycte vkyt ptcsv cbk qtxts yuqm nkh ekqb zstguvtep ncxuqb euwwet ks qk ykqtp uq yp zdsvt cqm qkwnuqb zcswugdecs wk uqwtstvw yt kq vnkst u wnkdbnw u hkdem vcue cokdw c euwwet cqm vtt wnt hcwtsp zcsw ki wnt hksem uw uv c hcp u ncxt ki msuxuqb kii wnt vzettq cqm stbdecwuqb wnt gusgdecwukq\n",
      "Iter 0 of start 2: csjuzdy arrmqfwh cjaa md qhsmjda hrmd ndjyh jwr fdtdy mqfk srp arfw uydcqhdan sjtqfw aqzzad ry fr mrfdn qf mn ulyhd jfk frzsqfw ujyzqclajy zr qfzdydhz md rf hsryd q zsrlwsz q prlak hjqa jorlz j aqzzad jfk hdd zsd pjzdyn ujyz rv zsd pryak qz qh j pjn q sjtd rv kyqtqfw rvv zsd huaddf jfk ydwlajzqfw zsd cqyclajzqrf\n",
      "Iter 0 of start 3: nuqbypk afflesdx nqaa lp exulqpa xflp zpqkx qdf spipk lesr ufc afsd bkpnexpaz uqiesd aeyyap fk sf lfspz es lz btkxp qsr sfyuesd bqkyentaqk yf esypkpxy lp fs xufkp e yuftduy e cftar xqea qvfty q aeyyap qsr xpp yup cqypkz bqky fm yup cfkar ey ex q cqz e uqip fm rkeiesd fmm yup xbapps qsr kpdtaqyesd yup nekntaqyefs\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail akout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i have of driving off the scleen and regulating the pirpulation', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail ajout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation']\n",
      "Iter 0 of start 1: owymfru siihzeqk oyss hr zkwhyrs kihr bryuk yqi erpru hzeg wic sieq murozkrsb wypzeq szffsr iu ei hierb ze hb mnukr yeg eifwzeq myufzonsyu fi zefrurkf hr ie kwiur z fwinqwf z cinsg kyzs yvinf y szffsr yeg krr fwr cyfrub myuf it fwr ciusg zf zk y cyb z wypr it guzpzeq itt fwr kmsrre yeg urqnsyfzeq fwr ozuonsyfzie\n",
      "Iter 0 of start 2: jdhxbvc iqqelkrf jhii ev lfdehvi fqev gvhcf hrq kvpvc elks dqz iqkr xcvjlfvig dhplkr ilbbiv qc kq eqkvg lk eg xacfv hks kqbdlkr xhcbljaihc bq lkbvcvfb ev qk fdqcv l bdqardb l zqais fhli huqab h ilbbiv hks fvv bdv zhbvcg xhcb qy bdv zqcis lb lf h zhg l dhpv qy sclplkr qyy bdv fxivvk hks cvraihblkr bdv jlcjaihblqk\n",
      "Iter 0 of start 3: vyjdnes akkfwqro vjaa fe woyfjea okfe uejso jrk qepes fwqh ykg akqr dsevwoeau yjpwqr awnnae ks qk fkqeu wq fu dbsoe jqh qknywqr djsnwvbajs nk wqneseon fe kq oykse w nykbryn w gkbah ojwa jxkbn j awnnae jqh oee nye gjnesu djsn ki nye gksah wn wo j gju w yjpe ki hswpwqr kii nye odaeeq jqh serbajnwqr nye vwsvbajnwkq\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail akout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i have of driving off the scleen and regulating the pirpulation', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail ajout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation']\n",
      "Iter 0 of start 1: owgekhu innfcmla ogii fh cawfghi anfh shgua gln mhyhu fcmb wnz inml euhocahis wgycml ickkih nu mn fnmhs cm fs evuah gmb mnkwcml egukcovigu kn cmkhuhak fh nm awnuh c kwnvlwk c znvib agci gqnvk g ickkih gmb ahh kwh zgkhus eguk nt kwh znuib ck ca g zgs c wgyh nt bucycml ntt kwh aeihhm gmb uhlvigkcml kwh ocuovigkcnm zwhmhyhu c tcmb fsahit lunzcml\n",
      "Iter 0 of start 2: fzoertj ubbyqina fouu yt qazyotu abyt xtoja onb itgtj yqic zbh ubin ejtfqatux zogqin uqrrut bj ib ybitx qi yx eljat oic ibrzqin eojrqfluoj rb qirtjtar yt bi azbjt q rzblnzr q hbluc aoqu ovblr o uqrrut oic att rzt hortjx eojr bw rzt hbjuc qr qa o hox q zogt bw cjqgqin bww rzt aeutti oic jtnluorqin rzt fqjfluorqbi hztitgtj q wqic yxatuw njbhqin\n",
      "Iter 0 of start 3: buxkpnm dffwhrsa bxdd wn hauwxnd afwn ynxma xsf rnjnm whre ufi dfrs kmnbhandy uxjhrs dhppdn fm rf wfrny hr wy kqman xre rfpuhrs kxmphbqdxm pf hrpnmnap wn fr aufmn h pufqsup h ifqde axhd xgfqp x dhppdn xre ann pun ixpnmy kxmp fv pun ifmde hp ha x ixy h uxjn fv emhjhrs fvv pun akdnnr xre mnsqdxphrs pun bhmbqdxphfr iunrnjnm h vhre wyandv smfihrs\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail akout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i have of driving off the scleen and regulating the pirpulation whenever i find myself growing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail ajout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing']\n",
      "Iter 0 of start 1: kczauwh niivobsy kznn vw oycvzwn yivw ewzhy zsi bwlwh vobd cif nibs ahwkoywne czlobs nouunw ih bi vibwe ob ve athyw zbd biucobs azhuoktnzh ui obuwhwyu vw ib ycihw o ucitscu o fitnd yzon zqitu z nouunw zbd yww ucw fzuwhe azhu ig ucw fihnd ou oy z fze o czlw ig dholobs igg ucw yanwwb zbd hwstnzuobs ucw kohktnzuoib fcwbwlwh o gobd veywng shifobs\n",
      "Iter 0 of start 2: klwrzxo veeuaycf kwvv ux afluwxv feux ixwof wce yxpxo uays leh veyc roxkafxvi lwpayc vazzvx eo ye ueyxi ay ui rnofx wys yezlayc rwozaknvwo ze ayzxoxfz ux ey fleox a zlenclz a henvs fwav wbenz w vazzvx wys fxx zlx hwzxoi rwoz em zlx heovs az af w hwi a lwpx em soapayc emm zlx frvxxy wys oxcnvwzayc zlx kaoknvwzaey hlxyxpxo a mays uifxvm coehayc\n",
      "Iter 0 of start 3: tcyemnv addprosg tyaa pn rgcpyna gdpn jnyvg ysd onunv prox cdl ados evntrgnaj cyuros armman dv od pdonj ro pj ehvgn yox odmcros eyvmrthayv md romnvngm pn do gcdvn r mcdhscm r ldhax gyra yfdhm y armman yox gnn mcn lymnvj eyvm dq mcn ldvax rm rg y lyj r cyun dq xvruros dqq mcn geanno yox vnshaymros mcn trvthaymrdo lcnonunv r qrox pjgnaq svdlros\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail akout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i have of driving off the scleen and regulating the pirpulation whenever i find myself growing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail ajout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing']\n",
      "Iter 0 of start 1: ympaxdk trrlbfqo yptt ld bomlpdt orld jdpko pqr fdcdk lbfe mrh trfq akdybodtj mpcbfq tbxxtd rk fr lrfdj bf lj ankod pfe frxmbfq apkxbyntpk xr bfxdkdox ld rf omrkd b xmrnqmx b hrnte opbt pirnx p tbxxtd pfe odd xmd hpxdkj apkx rs xmd hrkte bx bo p hpj b mpcd rs ekbcbfq rss xmd oatddf pfe kdqntpxbfq xmd ybkyntpxbrf hmdfdcdk b sbfe ljodts qkrhbfq\n",
      "Iter 0 of start 2: jogvdmt aeewuspx jgaa wm uxowgma xewm zmgtx gpe smqmt wusl oeh aesp vtmjuxmaz ogqusp auddam et se wesmz us wz vctxm gsl sedousp vgtdujcagt de usdmtmxd wm es xoetm u doecpod u hecal xgua gfecd g auddam gsl xmm dom hgdmtz vgtd eb dom hetal ud ux g hgz u ogqm eb ltuqusp ebb dom xvamms gsl tmpcagdusp dom jutjcagdues homsmqmt u busl wzxmab ptehusp\n",
      "Iter 0 of start 3: rboglmt hvvfxpjy rohh fm xybfomh yvfm wmoty ojv pmzmt fxpd bvk hvpj gtmrxymhw bozxpj hxllhm vt pv fvpmw xp fw gntym opd pvlbxpj gotlxrnhot lv xplmtmyl fm vp ybvtm x lbvnjbl x kvnhd yoxh ouvnl o hxllhm opd ymm lbm kolmtw gotl ve lbm kvthd xl xy o kow x bozm ve dtxzxpj vee lbm yghmmp opd tmjnholxpj lbm rxtrnholxvp kbmpmzmt x expd fwymhe jtvkxpj\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail akout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i have of driving off the scleen and regulating the pirpulation whenever i find myself growing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail ajout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing']\n",
      "Iter 0 of start 1: xebzcgs riivajud xbrr vg adevbgr divg hgbsd bui jgkgs vajo eip riju zsgxadgrh ebkaju raccrg is ji vijgh aj vh ztsdg bjo jiceaju zbscaxtrbs ci ajcgsgdc vg ij deisg a ceituec a pitro dbar blitc b raccrg bjo dgg ceg pbcgsh zbsc iq ceg pisro ac ad b pbh a ebkg iq osakaju iqq ceg dzrggj bjo sgutrbcaju ceg xasxtrbcaij pegjgkgs a qajo vhdgrq usipaju usav blitc ceg vitce pegjgkgs\n",
      "Iter 0 of start 2: sardmkb viijznut srvv jk ztajrkv tijk fkrbt rui nkckb jzng aix vinu dbksztkvf arcznu vzmmvk ib ni jinkf zn jf dhbtk rng nimaznu drbmzshvrb mi znmkbktm jk in taibk z maihuam z xihvg trzv ryihm r vzmmvk rng tkk mak xrmkbf drbm io mak xibvg zm zt r xrf z arck io gbzcznu ioo mak tdvkkn rng bkuhvrmznu mak szbshvrmzin xaknkckb z ozng jftkvo ubixznu ubzj ryihm mak jihma xaknkckb\n",
      "Iter 0 of start 3: pfiznce ubbtxovw piuu tc xwfticu wbtc hciew ivb ocmce txok fbr ubov zecpxwcuh fimxov uxnnuc be ob tboch xo th zsewc iok obnfxov zienxpsuie nb xoncecwn tc bo wfbec x nfbsvfn x rbsuk wixu iabsn i uxnnuc iok wcc nfc rinceh zien by nfc rbeuk xn xw i rih x fimc by kexmxov byy nfc wzucco iok ecvsuinxov nfc pxepsuinxbo rfcocmce x yxok thwcuy vebrxov vext iabsn nfc tbsnf rfcocmce\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i have of driving off the scleen and regulating the pirpulation whenever i find myself growing grim about the mouth whenever', 'phabter loomings pall me ishmael some years ago never mind how long brepisely having little or no money in my burse and nothing bartipular to interest me on shore i thought i would sail acout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the pirpulation whenever i find myself growing grim acout the mouth whenever', 'bhapter loomings ball me ishmael some years ago never mind how long prebisely having little or no money in my purse and nothing partibular to interest me on shore i thought i would sail acout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the birbulation whenever i find myself growing grim acout the mouth whenever']\n",
      "Iter 0 of start 1: dkapmvj wbboynht daww ov ytkoavw tbov ivajt ahb nvsvj oynx kbf wbnh pjvdytvwi kasynh wymmwv bj nb obnvi yn oi pljtv anx nbmkynh pajmydlwaj mb ynmvjvtm ov bn tkbjv y mkblhkm y fblwx tayw aublm a wymmwv anx tvv mkv famvji pajm bc mkv fbjwx ym yt a fai y kasv bc xjysynh bcc mkv tpwvvn anx jvhlwamynh mkv dyjdlwamybn fkvnvsvj y cynx oitvwc hjbfynh hjyo aublm mkv oblmk fkvnvsvj\n",
      "Iter 0 of start 2: kqosjmv zyytfhiw kozz tm fwqtomz wytm bmovw oiy hmemv tfha qyr zyhi svmkfwmzb qoefhi zfjjzm yv hy tyhmb fh tb scvwm oha hyjqfhi sovjfkczov jy fhjmvmwj tm yh wqyvm f jqyciqj f rycza wofz olycj o zfjjzm oha wmm jqm rojmvb sovj yd jqm ryvza fj fw o rob f qoem yd avfefhi ydd jqm wszmmh oha vmiczojfhi jqm kfvkczojfyh rqmhmemv f dfha tbwmzd ivyrfhi ivft olycj jqm tycjq rqmhmemv\n",
      "Iter 0 of start 3: rpvlciq uaatozyx rvuu ti oxptviu xati givqx vya zidiq tozb pan uazy lqiroxiug pvdozy uoccui aq za tazig oz tg lfqxi vzb zacpozy lvqcorfuvq ca ozciqixc ti az xpaqi o cpafypc o nafub xvou vwafc v uoccui vzb xii cpi nvciqg lvqc aj cpi naqub oc ox v nvg o pvdi aj bqodozy ajj cpi xluiiz vzb qiyfuvcozy cpi roqrfuvcoaz npizidiq o jozb tgxiuj yqanozy yqot vwafc cpi tafcp npizidiq\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i have of driving off the scleen and regulating the pirpulation whenever i find myself growing grim about the mouth whenever', 'phabter loomings pall me ishmael some years ago never mind how long brepisely having little or no money in my burse and nothing bartipular to interest me on shore i thought i would sail acout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the pirpulation whenever i find myself growing grim acout the mouth whenever', 'bhapter loomings ball me ishmael some years ago never mind how long prebisely having little or no money in my purse and nothing partibular to interest me on shore i thought i would sail acout a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the birbulation whenever i find myself growing grim acout the mouth whenever']\n",
      "Iter 0 of start 1: vscqdwi lmmfxjrg vcll fw xgsfcwl gmfw pwcig crm jwewi fxjt smo lmjr qiwvxgwlp scexjr lxddlw mi jm fmjwp xj fp qnigw cjt jmdsxjr qcidxvnlci dm xjdwiwgd fw mj gsmiw x dsmnrsd x omnlt gcxl czmnd c lxddlw cjt gww dsw ocdwip qcid my dsw omilt xd xg c ocp x scew my tixexjr myy dsw gqlwwj cjt iwrnlcdxjr dsw vxivnlcdxmj oswjwewi x yxjt fpgwly rimoxjr rixf czmnd dsw fmnds oswjwewi\n",
      "Iter 0 of start 2: yiehgkb tssnpcvl yett nk plinekt lsnk mkebl evs ckrkb npcd isf tscv hbkyplktm ierpcv tpggtk sb cs nsckm pc nm hwblk ecd csgipcv hebgpywteb gs pcgkbklg nk sc lisbk p giswvig p fswtd lept eqswg e tpggtk ecd lkk gik fegkbm hebg sa gik fsbtd pg pl e fem p ierk sa dbprpcv saa gik lhtkkc ecd bkvwtegpcv gik ypbywtegpsc fikckrkb p apcd nmlkta vbsfpcv vbpn eqswg gik nswgi fikckrkb\n",
      "Iter 0 of start 3: vpagfrw xllqcmnj vaxx qr cjpqarx jlqr zrawj anl mrirw qcms plh xlmn gwrvcjrxz paicmn xcffxr lw ml qlmrz cm qz gtwjr ams mlfpcmn gawfcvtxaw fl cmfrwrjf qr lm jplwr c fpltnpf c hltxs jacx aeltf a xcffxr ams jrr fpr hafrwz gawf lu fpr hlwxs cf cj a haz c pair lu swcicmn luu fpr jgxrrm ams wrntxafcmn fpr vcwvtxafclm hprmrirw c ucms qzjrxu nwlhcmn nwcq aeltf fpr qltfp hprmrirw\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i have of driving off the scleen and regulating the pirpulation whenever i find myself growing grim about the mouth whenever', 'phabter loomings pall me ishmael some years ago never mind how long brepisely having little or no money in my burse and nothing bartipular to interest me on shore i thought i would sail acout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the pirpulation whenever i find myself growing grim acout the mouth whenever', 'chapter loomings call me ishmael some years ago neber mind how long precisely habing little or no money in my purse and nothing particular to interest me on shore i thought i would sail avout a little and see the watery part of the world it is a way i habe of dribing off the spleen and regulating the circulation wheneber i find myself growing grim avout the mouth wheneber']\n",
      "Iter 0 of start 1: helrotm piikzdfx hlpp kt zxekltp xikt utlmx lfi dtatm kzds eiw pidf rmthzxtpu elazdf pzoopt im di kidtu zd ku rqmxt lds dioezdf rlmozhqplm oi zdotmtxo kt id xeimt z oeiqfeo z wiqps xlzp ljiqo l pzoopt lds xtt oet wlotmu rlmo ig oet wimps zo zx l wlu z elat ig smzazdf igg oet xrpttd lds mtfqplozdf oet hzmhqplozid wetdtatm z gzds kuxtpg fmiwzdf fmzk ljiqo oet kiqoe wetdtatm zo zx l slkr smznnpu\n",
      "Iter 0 of start 2: byxjmhq cuuaigot bxcc ah ityaxhc tuah vhxqt xou ghrhq aign yus cugo jqhbithcv yxrigo cimmch uq gu aughv ig av jeqth xgn gumyigo jxqmibecxq mu igmhqhtm ah ug tyuqh i myueoym i suecn txic xluem x cimmch xgn thh myh sxmhqv jxqm uk myh suqcn im it x sxv i yxrh uk nqirigo ukk myh tjchhg xgn qhoecxmigo myh biqbecxmiug syhghrhq i kign avthck oqusigo oqia xluem myh auemy syhghrhq im it x nxaj nqiwwcv\n",
      "Iter 0 of start 3: pitlghk axxjvesd ptaa jh vdijtha dxjh whtkd tsx ehnhk jvey ixb axes lkhpvdhaw itnves avggah xk ex jxehw ve jw lqkdh tey exgives ltkgvpqatk gx veghkhdg jh xe dixkh v gixqsig v bxqay dtva toxqg t avggah tey dhh gih btghkw ltkg xu gih bxkay vg vd t btw v itnh xu ykvnves xuu gih dlahhe tey khsqatgves gih pvkpqatgvxe bihehnhk v uvey jwdhau skxbves skvj toxqg gih jxqgi bihehnhk vg vd t ytjl ykvccaw\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp driqqly', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drijjly', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb driqqly', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb drijjly', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drikkly']\n",
      "Iter 0 of start 1: gdzqupm koowertx gzkk wp exdwzpk xowp ypzmx zto rplpm werc doh kort qmpgexpky dzlert keuukp om ro worpy er wy qvmxp zrc roudert qzmuegvkzm uo erupmpxu wp or xdomp e udovtdu e hovkc xzek zsovu z keuukp zrc xpp udp hzupmy qzmu oi udp homkc eu ex z hzy e dzlp oi cmelert oii udp xqkppr zrc mptvkzuert udp gemgvkzueor hdprplpm e ierc wyxpki tmohert tmew zsovu udp wovud hdprplpm eu ex z czwq cmeffky\n",
      "Iter 0 of start 2: uinxdme jkktfwlv unjj tm fvitnmj vktm hmnev nlk wmrme tfwg ikc jkwl xemufvmjh inrfwl jfddjm ke wk tkwmh fw th xqevm nwg wkdifwl xnedfuqjne dk fwdmemvd tm kw vikem f dikqlid f ckqjg vnfj nykqd n jfddjm nwg vmm dim cndmeh xned kp dim ckejg fd fv n cnh f inrm kp gefrfwl kpp dim vxjmmw nwg emlqjndfwl dim ufeuqjndfkw cimwmrme f pfwg thvmjp lekcfwl left nykqd dim tkqdi cimwmrme fd fv n gntx gefaajh\n",
      "Iter 0 of start 3: sheqjyl vttwocbf sevv wy ofhweyv ftwy ryelf ebt cyuyl wocp htk vtcb qlysofyvr heuocb vojjvy tl ct wtcyr oc wr qilfy ecp ctjhocb qeljosivel jt ocjylyfj wy tc fhtly o jhtibhj o ktivp feov emtij e vojjvy ecp fyy jhy kejylr qelj tx jhy ktlvp oj of e ker o heuy tx plouocb txx jhy fqvyyc ecp lybivejocb jhy solsivejotc khycyuyl o xocp wrfyvx bltkocb blow emtij jhy wtijh khycyuyl oj of e pewq plonnvr\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp driqqly', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drijjly', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb driqqly', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb drijjly', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drizzly']\n",
      "Iter 0 of start 1: zurwmnc dttoaiqk zrdd on akuornd kton lnrck rqt inhnc oaif uts dtiq wcnzakndl urhaiq dammdn tc it otinl ai ol weckn rif itmuaiq wrcmazedrc mt aimncnkm on ti kutcn a mutequm a stedf krad rxtem r dammdn rif knn mun srmncl wrcm tp mun stcdf am ak r srl a urhn tp fcahaiq tpp mun kwdnni rif cnqedrmaiq mun zaczedrmati suninhnc a paif olkndp qctsaiq qcao rxtem mun otemu suninhnc am ak r frow fcayydl\n",
      "Iter 0 of start 2: lnmksgt duujreaz lmdd jg rznjmgd zujg fgmtz mau egvgt jrec nuq duea ktglrzgdf nmvrea drssdg ut eu juegf re jf kitzg mec eusnrea kmtsrlidmt su resgtgzs jg ue znutg r snuians r quidc zmrd mwuis m drssdg mec zgg sng qmsgtf kmts uo sng qutdc rs rz m qmf r nmvg uo ctrvrea uoo sng zkdgge mec tgaidmsrea sng lrtlidmsrue qngegvgt r orec jfzgdo atuqrea atrj mwuis sng juisn qngegvgt rs rz m cmjk ctryydf\n",
      "Iter 0 of start 3: ylpnakv jgghtrsw ypjj hk twlhpkj wghk bkpvw psg rkzkv htro lge jgrs nvkytwkjb lpztrs jtaajk gv rg hgrkb tr hb nfvwk pro rgaltrs npvatyfjpv ag trakvkwa hk gr wlgvk t algfsla t egfjo wptj pqgfa p jtaajk pro wkk alk epakvb npva gd alk egvjo ta tw p epb t lpzk gd ovtztrs gdd alk wnjkkr pro vksfjpatrs alk ytvyfjpatgr elkrkzkv t dtro hbwkjd svgetrs svth pqgfa alk hgfal elkrkzkv ta tw p ophn ovtiijb\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp driqqly', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drijjly', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb driqqly', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb drijjly', 'chapter loominds call me ishmael some years ado never ming how lond precisely havind little or no money in my purse ang nothind particular to interest me on shore i thoudht i woulg sail about a little ang see the watery part of the worlg it is a way i have of grivind off the spleen ang redulatind the circulation whenever i fing myself drowind drim about the mouth whenever it is a gamp griqqly']\n",
      "Iter 0 of start 1: mrydcjf lbbqsaoe myll qj serqyjl ebqj ujyfe yob ajijf qsah rbn lbao dfjmsejlu ryisao lscclj bf ab qbaju sa qu dvfej yah abcrsao dyfcsmvlyf cb sacjfjec qj ba erbfj s crbvorc s nbvlh eysl ygbvc y lscclj yah ejj crj nycjfu dyfc bw crj nbflh sc se y nyu s ryij bw hfsisao bww crj edljja yah fjovlycsao crj msfmvlycsba nrjajijf s wsah quejlw ofbnsao ofsq ygbvc crj qbvcr nrjajijf sc se y hyqd hfsxxlu abijqgjf sa qu ebvl nrjajijf\n",
      "Iter 0 of start 2: gfpexhm accinlbr gpaa ih nrfipha rcih ohpmr pbc lhyhm inlv fct aclb emhgnrhao fpynlb anxxah cm lc iclho nl io eqmrh plv lcxfnlb epmxngqapm xc nlxhmhrx ih cl rfcmh n xfcqbfx n tcqav rpna pzcqx p anxxah plv rhh xfh tpxhmo epmx cj xfh tcmav nx nr p tpo n fpyh cj vmnynlb cjj xfh reahhl plv mhbqapxnlb xfh gnmgqapxncl tfhlhyhm n jnlv iorhaj bmctnlb bmni pzcqx xfh icqxf tfhlhyhm nx nr p vpie vmnddao lcyhizhm nl io rcqa tfhlhyhm\n",
      "Iter 0 of start 3: azprjft ennhmxwg apee hf mgzhpfe gnhf lfptg pwn xfsft hmxd znu enxw rtfamgfel zpsmxw emjjef nt xn hnxfl mx hl rctgf pxd xnjzmxw rptjmacept jn mxjftfgj hf nx gzntf m jzncwzj m unced gpme pyncj p emjjef pxd gff jzf upjftl rptj nv jzf unted mj mg p upl m zpsf nv dtmsmxw nvv jzf greffx pxd tfwcepjmxw jzf amtacepjmnx uzfxfsft m vmxd hlgfev wtnumxw wtmh pyncj jzf hncjz uzfxfsft mj mg p dphr dtmiiel xnsfhyft mx hl gnce uzfxfsft\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp driqqly november in my soul whenever', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drijjly november in my soul whenever', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb driqqly novemper in my soul whenever', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb drijjly novemper in my soul whenever', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drizzly november in my soul whenever']\n",
      "Iter 0 of start 1: jqsdkew fnnilpzh jsff ie lhqisef hnie oeswh szn petew ilpg qna fnpz dwejlhefo qstlpz flkkfe nw pn inpeo lp io dywhe spg pnkqlpz dswkljyfsw kn lpkewehk ie np hqnwe l kqnyzqk l anyfg hslf smnyk s flkkfe spg hee kqe askewo dswk nu kqe anwfg lk lh s aso l qste nu gwltlpz nuu kqe hdfeep spg wezyfsklpz kqe jlwjyfsklnp aqepetew l ulpg iohefu zwnalpz zwli smnyk kqe inykq aqepetew lk lh s gsid gwlccfo pnteimew lp io hnyf aqepetew\n",
      "Iter 0 of start 2: nfbmxlv deeuarih nbdd ul ahfubld heul tlbvh bie rlylv uarj fez deri mvlnahldt fbyari daxxdl ev re uerlt ar ut mqvhl brj rexfari mbvxanqdbv xe arxlvlhx ul er hfevl a xfeqifx a zeqdj hbad bceqx b daxxdl brj hll xfl zbxlvt mbvx eo xfl zevdj ax ah b zbt a fbyl eo jvayari eoo xfl hmdllr brj vliqdbxari xfl navnqdbxaer zflrlylv a oarj uthldo ivezari ivau bceqx xfl ueqxf zflrlylv ax ah b jbum jvassdt reyluclv ar ut heqd zflrlylv\n",
      "Iter 0 of start 3: mhilsfo bkkxveun mibb xf vnhxifb nkxf cfion iuk efqfo xvej hka bkeu lofmvnfbc hiqveu bvssbf ko ek xkefc ve xc lponf iej ekshveu liosvmpbio sk vesfofns xf ke nhkof v shkpuhs v akpbj nivb idkps i bvssbf iej nff shf aisfoc lios kz shf akobj vs vn i aic v hiqf kz jovqveu kzz shf nlbffe iej ofupbisveu shf mvompbisvke ahfefqfo v zvej xcnfbz uokaveu uovx idkps shf xkpsh ahfefqfo vs vn i jixl jovyybc ekqfxdfo ve xc nkpb ahfefqfo\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp driqqly november in my soul whenever', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drijjly november in my soul whenever', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb driqqly novemper in my soul whenever', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drikkly november in my soul whenever', 'chipter loomangs cill me ashmiel some yeirs igo never mand how long precasely hivang lattle or no money an my purse ind nothang pirtaculir to anterest me on shore a thought a would sial ibout i lattle ind see the witery pirt of the world at as i wiy a hive of dravang off the spleen ind regulitang the carculitaon whenever a fand myself growang gram ibout the mouth whenever at as i dimp drajjly november an my soul whenever']\n",
      "Iter 0 of start 1: pnmblhg qwwycsea pmqq yh canymhq awyh xhmga mew shjhg ycso nwf qwse bghpcahqx nmjcse qcllqh wg sw ywshx cs yx bkgah mso swlncse bmglcpkqmg lw cslhghal yh ws anwgh c lnwkenl c fwkqo amcq mzwkl m qcllqh mso ahh lnh fmlhgx bmgl wi lnh fwgqo cl ca m fmx c nmjh wi ogcjcse wii lnh abqhhs mso ghekqmlcse lnh pcgpkqmlcws fnhshjhg c icso yxahqi egwfcse egcy mzwkl lnh ywkln fnhshjhg cl ca m omyb ogcrrqx swjhyzhg cs yx awkq fnhshjhg\n",
      "Iter 0 of start 2: yknwfic luubpszv ynll bi pvkbnil vubi aincv nzu sitic bpsh kue lusz wciypvila kntpsz lpffli uc su busia ps ba wqcvi nsh sufkpsz wncfpyqlnc fu psficivf bi us vkuci p fkuqzkf p euqlh vnpl nmuqf n lpffli nsh vii fki enfica wncf ux fki euclh pf pv n ena p knti ux hcptpsz uxx fki vwliis nsh cizqlnfpsz fki ypcyqlnfpus ekisitic p xpsh bavilx zcuepsz zcpb nmuqf fki buqfk ekisitic pf pv n hnbw hcpddla sutibmic ps ba vuql ekisitic\n",
      "Iter 0 of start 3: pcoiwqy mnnzfkvu pomm zq fuczoqm unzq xqoyu ovn kqdqy zfkg cnt mnkv iyqpfuqmx codfkv mfwwmq ny kn znkqx fk zx ieyuq okg knwcfkv ioywfpemoy wn fkwqyquw zq nk ucnyq f wcnevcw f tnemg uofm oanew o mfwwmq okg uqq wcq towqyx ioyw nh wcq tnymg fw fu o tox f codq nh gyfdfkv nhh wcq uimqqk okg yqvemowfkv wcq pfypemowfnk tcqkqdqy f hfkg zxuqmh vyntfkv vyfz oanew wcq znewc tcqkqdqy fw fu o gozi gyfssmx kndqzaqy fk zx unem tcqkqdqy\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp driqqly november in my soul whenever', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drijjly november in my soul whenever', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb driqqly novemper in my soul whenever', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb drijjly novemper in my soul whenever', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drikkly november in my soul whenever']\n",
      "Iter 0 of start 1: svqrcfi dggoehbm sqdd of emvoqfd mgof pfqim qbg hfyfi oehz vgj dghb rifsemfdp vqyehb deccdf gi hg oghfp eh op rlimf qhz hgcvehb rqicesldqi cg ehcfifmc of gh mvgif e cvglbvc e jgldz mqed qnglc q deccdf qhz mff cvf jqcfip rqic ga cvf jgidz ec em q jqp e vqyf ga zieyehb gaa cvf mrdffh qhz ifbldqcehb cvf seisldqcegh jvfhfyfi e aehz opmfda bigjehb bieo qnglc cvf oglcv jvfhfyfi ec em q zqor ziekkdp hgyfonfi eh op mgld jvfhfyfi e aehz opmfda ehygdlhcqiedp rqlmehb\n",
      "Iter 0 of start 2: svmrtno uggkadfh smuu kn ahvkmnu hgkn lnmoh mfg dncno kadb vgp ugdf ronsahnul vmcadf uattun go dg kgdnl ad kl ryohn mdb dgtvadf rmotasyumo tg adtnonht kn gd hvgon a tvgyfvt a pgyub hmau mwgyt m uattun mdb hnn tvn pmtnol rmot gj tvn pgoub at ah m pml a vmcn gj boacadf gjj tvn hrunnd mdb onfyumtadf tvn saosyumtagd pvndncno a jadb klhnuj fogpadf foak mwgyt tvn kgytv pvndncno at ah m bmkr boazzul dgcnkwno ad kl hgyu pvndncno a jadb klhnuj adcguydtmoaul rmyhadf\n",
      "Iter 0 of start 3: qdrskua wmmtcgze qrww tu cedtruw emtu yurae rzm gufua tcgl dmn wmgz sauqceuwy drfcgz wckkwu ma gm tmguy cg ty soaeu rgl gmkdcgz srakcqowra km cgkuauek tu mg edmau c kdmozdk c nmowl ercw rvmok r wckkwu rgl euu kdu nrkuay srak mx kdu nmawl ck ce r nry c drfu mx lacfcgz mxx kdu eswuug rgl auzowrkcgz kdu qcaqowrkcmg ndugufua c xcgl tyeuwx zamncgz zact rvmok kdu tmokd ndugufua ck ce r lrts lacppwy gmfutvua cg ty emow ndugufua c xcgl tyeuwx cgfmwogkracwy sroecgz\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp driqqly november in my soul whenever i find myself involuntarily pausing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drijjly november in my soul whenever i find myself involuntarily pausing', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb driqqly novemper in my soul whenever i find myself involuntarily bausing', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb drijjly novemper in my soul whenever i find myself involuntarily bausing', 'phacter loomings pall me ishmael some years ago never mind how long crepisely having little or no money in my curse and nothing cartipular to interest me on shore i thought i would sail about a little and see the watery cart of the world it is a way i have of driving off the scleen and regulating the pirpulation whenever i find myself growing grim about the mouth whenever it is a damc driqqly november in my soul whenever i find myself involuntarily causing']\n",
      "Iter 0 of start 1: whelxbu prrqvacf wepp qb vfhqebp frqb jbeuf ecr abybu qvas hrd prac lubwvfbpj heyvac pvxxpb ru ar qrabj va qj lnufb eas arxhvac leuxvwnpeu xr vaxbubfx qb ra fhrub v xhrnchx v drnps fevp eirnx e pvxxpb eas fbb xhb dexbuj leux rk xhb drups vx vf e dej v heyb rk suvyvac rkk xhb flpbba eas ubcnpexvac xhb wvuwnpexvra dhbabybu v kvas qjfbpk curdvac cuvq eirnx xhb qrnxh dhbabybu vx vf e seql suvzzpj arybqibu va qj frnp dhbabybu v kvas qjfbpk vayrpnaxeuvpj lenfvac\n",
      "Iter 0 of start 2: xtfyrwc eggmhpad xfee mw hdtmfwe dgmw owfcd fag pwjwc mhpi tgn egpa ycwxhdweo tfjhpa ehrrew gc pg mgpwo hp mo yucdw fpi pgrthpa yfcrhxuefc rg hprwcwdr mw gp dtgcw h rtguatr h nguei dfhe fzgur f ehrrew fpi dww rtw nfrwco yfcr gb rtw ngcei hr hd f nfo h tfjw gb ichjhpa gbb rtw dyewwp fpi cwauefrhpa rtw xhcxuefrhgp ntwpwjwc h bhpi modweb acgnhpa achm fzgur rtw mgurt ntwpwjwc hr hd f ifmy ichqqeo pgjwmzwc hp mo dgue ntwpwjwc h bhpi modweb hpjgeuprfcheo yfudhpa\n",
      "Iter 0 of start 3: rzyweig svvdlnau ryss di luzdyis uvdi qiygu yav nifig dlno zvj svna wgirluisq zyflna sleesi vg nv dvniq ln dq whgui yno nvezlna wygelrhsyg ev lneigiue di vn uzvgi l ezvhaze l jvhso uyls ypvhe y sleesi yno uii ezi jyeigq wyge vm ezi jvgso le lu y jyq l zyfi vm oglflna vmm ezi uwsiin yno giahsyelna ezi rlgrhsyelvn jzinifig l mlno dquism agvjlna agld ypvhe ezi dvhez jzinifig le lu y oydw oglkksq nvfidpig ln dq uvhs jzinifig l mlno dquism lnfvshneyglsq wyhulna\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp driqqly november in my soul whenever i find myself involuntarily pausing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drijjly november in my soul whenever i find myself involuntarily pausing', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb driqqly novemper in my soul whenever i find myself involuntarily bausing', 'phabter loomings pall me ishmael some years ago never mind how long brepisely having little or no money in my burse and nothing bartipular to interest me on shore i thought i would sail acout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the pirpulation whenever i find myself growing grim acout the mouth whenever it is a damb driqqly novemcer in my soul whenever i find myself involuntarily bausing', 'chabser loomingt call me ithmael tome yeart ago never mind how long brecitely having lissle or no money in my burte and noshing barsicular so inserets me on thore i shoughs i would tail apous a lissle and tee she wasery bars of she world is it a way i have of driving off she tbleen and regulasing she circulasion whenever i find mytelf growing grim apous she moush whenever is it a damb driqqly novemper in my toul whenever i find mytelf involunsarily bauting']\n",
      "Iter 0 of start 1: ziclsyb puuktadq zcpp ky tqikcyp quky wycbq cdu ayfyb ktaj iug puad lbyztqypw icftad ptsspy ub au kuayw ta kw lebqy caj ausitad lcbstzepcb su tasybyqs ky ua qiuby t siuedis t guepj qctp cnues c ptsspy caj qyy siy gcsybw lcbs ux siy gubpj ts tq c gcw t icfy ux jbtftad uxx siy qlpyya caj bydepcstad siy ztbzepcstua giyayfyb t xtaj kwqypx dbugtad dbtk cnues siy kuesi giyayfyb ts tq c jckl jbtmmpw aufyknyb ta kw quep giyayfyb t xtaj kwqypx tafupeascbtpw lceqtad\n",
      "Iter 0 of start 2: wuqiprm lggenfcy wqll er nyueqrl yger vrqmy qcg frhrm enfa ugb lgfc imrwnyrlv uqhnfc lnpplr gm fg egfrv nf ev ismyr qfa fgpunfc iqmpnwslqm pg nfprmryp er gf yugmr n pugscup n bgsla yqnl qxgsp q lnpplr qfa yrr pur bqprmv iqmp gd pur bgmla np ny q bqv n uqhr gd amnhnfc gdd pur yilrrf qfa mrcslqpnfc pur wnmwslqpngf burfrhrm n dnfa evyrld cmgbnfc cmne qxgsp pur egspu burfrhrm np ny q aqei amnkklv fghrexrm nf ev ygsl burfrhrm n dnfa evyrld nfhglsfpqmnlv iqsynfc\n",
      "Iter 0 of start 3: kdrsjim cuuzbtyf krcc zi bfdzric fuzi qirmf ryu tivim zbtp duo cuty smikbficq drvbty cbjjci um tu zutiq bt zq semfi rtp tujdbty srmjbkecrm ju btjimifj zi ut fdumi b jdueydj b ouecp frbc rauej r cbjjci rtp fii jdi orjimq srmj ug jdi oumcp bj bf r orq b drvi ug pmbvbty ugg jdi fsciit rtp miyecrjbty jdi kbmkecrjbut oditivim b gbtp zqficg ymuobty ymbz rauej jdi zuejd oditivim bj bf r przs pmbllcq tuvizaim bt zq fuec oditivim b gbtp zqficg btvucetjrmbcq srefbty\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp driqqly november in my soul whenever i find myself involuntarily pausing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drijjly november in my soul whenever i find myself involuntarily pausing', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb driqqly novemper in my soul whenever i find myself involuntarily bausing', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb drijjly novemper in my soul whenever i find myself involuntarily bausing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drikkly november in my soul whenever i find myself involuntarily pausing']\n",
      "Iter 0 of start 1: khxpoew rjjvndqb kxrr ve nbhvxer bjve zexwb xqj degew vndy hjf rjdq pweknberz hxgndq rnoore jw dj vjdez nd vz pswbe xdy djohndq pxwonksrxw oj ndoewebo ve jd bhjwe n ohjsqho n fjsry bxnr xmjso x rnoore xdy bee ohe fxoewz pxwo ji ohe fjwry no nb x fxz n hxge ji ywngndq jii ohe bpreed xdy weqsrxondq ohe knwksrxonjd fhedegew n indy vzberi qwjfndq qwnv xmjso ohe vjsoh fhedegew no nb x yxvp ywnllrz djgevmew nd vz bjsr fhedegew n indy vzberi ndgjrsdoxwnrz pxsbndq meijwe kjiind fxwehjsbeb xdy mwndqndq\n",
      "Iter 0 of start 2: pjtbocm gqqwknfl ptgg wc kljwtcg lqwc zctml tfq ncicm wkny jqd gqnf bmcpklcgz jtiknf gkoogc qm nq wqncz kn wz bamlc tny nqojknf btmokpagtm oq knocmclo wc qn ljqmc k ojqafjo k dqagy ltkg thqao t gkoogc tny lcc ojc dtocmz btmo qe ojc dqmgy ko kl t dtz k jtic qe ymkiknf qee ojc lbgccn tny mcfagtoknf ojc pkmpagtokqn djcncicm k ekny wzlcge fmqdknf fmkw thqao ojc wqaoj djcncicm ko kl t ytwb ymkuugz nqicwhcm kn wz lqag djcncicm k ekny wzlcge kniqganotmkgz btalknf hceqmc pqeekn dtmcjqalcl tny hmknfknf\n",
      "Iter 0 of start 3: hvqtwxg dllujyik hqdd ux jkvuqxd klux zxqgk qil yxcxg ujys vle dlyi tgxhjkxdz vqcjyi djwwdx lg yl ulyxz jy uz tngkx qys ylwvjyi tqgwjhndqg wl jywxgxkw ux ly kvlgx j wvlnivw j elnds kqjd qflnw q djwwdx qys kxx wvx eqwxgz tqgw lp wvx elgds jw jk q eqz j vqcx lp sgjcjyi lpp wvx ktdxxy qys gxindqwjyi wvx hjghndqwjly evxyxcxg j pjys uzkxdp iglejyi igju qflnw wvx ulnwv evxyxcxg jw jk q squt sgjrrdz ylcxufxg jy uz klnd evxyxcxg j pjys uzkxdp jycldnywqgjdz tqnkjyi fxplgx hlppjy eqgxvlnkxk qys fgjyijyi\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp driqqly november in my soul whenever i find myself involuntarily pausing before coffin warehouses and bringing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drijjly november in my soul whenever i find myself involuntarily pausing before coffin warehouses and bringing', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb driqqly novemper in my soul whenever i find myself involuntarily bausing pefore coffin warehouses and pringing', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb drijjly novemper in my soul whenever i find myself involuntarily bausing pefore coffin warehouses and pringing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drikkly november in my soul whenever i find myself involuntarily pausing before coffin warehouses and bringing']\n",
      "Iter 0 of start 1: ykdiqsb ovvczmpa ydoo cs zakcdso avcs rsdba dpv mshsb czmx kvg ovmp ibsyzasor kdhzmp ozqqos vb mv cvmsr zm cr ifbas dmx mvqkzmp idbqzyfodb qv zmqsbsaq cs vm akvbs z qkvfpkq z gvfox adzo duvfq d ozqqos dmx ass qks gdqsbr idbq vj qks gvbox zq za d gdr z kdhs vj xbzhzmp vjj qks aiossm dmx bspfodqzmp qks yzbyfodqzvm gksmshsb z jzmx crasoj pbvgzmp pbzc duvfq qks cvfqk gksmshsb zq za d xdci xbzeeor mvhscusb zm cr avfo gksmshsb z jzmx crasoj zmhvofmqdbzor idfazmp usjvbs yvjjzm gdbskvfasa dmx ubzmpzmp\n",
      "Iter 0 of start 2: coetsfg yllpbrvw ceyy pf bwopefy wlpf xfegw evl rfjfg pbrk ola ylrv tgfcbwfyx oejbrv ybssyf lg rl plrfx br px thgwf erk rlsobrv tegsbchyeg sl brsfgfws pf lr wolgf b solhvos b alhyk weby edlhs e ybssyf erk wff sof aesfgx tegs lu sof algyk bs bw e aex b oejf lu kgbjbrv luu sof wtyffr erk gfvhyesbrv sof cbgchyesblr aofrfjfg b ubrk pxwfyu vglabrv vgbp edlhs sof plhso aofrfjfg bs bw e kept kgbqqyx rljfpdfg br px wlhy aofrfjfg b ubrk pxwfyu brjlyhrsegbyx tehwbrv dfulgf cluubr aegfolhwfw erk dgbrvbrv\n",
      "Iter 0 of start 3: vylokru xqqsnpfw vlxx sr nwyslrx wqsr zrluw lfq prgru snpa yqd xqpf ourvnwrxz ylgnpf xnkkxr qu pq sqprz np sz obuwr lpa pqkynpf oluknvbxlu kq npkrurwk sr qp wyqur n kyqbfyk n dqbxa wlnx lmqbk l xnkkxr lpa wrr kyr dlkruz oluk qt kyr dquxa nk nw l dlz n ylgr qt aungnpf qtt kyr woxrrp lpa urfbxlknpf kyr vnuvbxlknqp dyrprgru n tnpa szwrxt fuqdnpf funs lmqbk kyr sqbky dyrprgru nk nw l also aunjjxz pqgrsmru np sz wqbx dyrprgru n tnpa szwrxt npgqxbpklunxz olbwnpf mrtqur vqttnp dluryqbwrw lpa munpfnpf\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp driqqly november in my soul whenever i find myself involuntarily pausing before coffin warehouses and bringing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drijjly november in my soul whenever i find myself involuntarily pausing before coffin warehouses and bringing', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb driqqly novemper in my soul whenever i find myself involuntarily bausing pefore coffin warehouses and pringing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drikkly november in my soul whenever i find myself involuntarily pausing before coffin warehouses and bringing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drizzly november in my soul whenever i find myself involuntarily pausing before coffin warehouses and bringing']\n",
      "Iter 0 of start 1: nimuakr toovxjhf nmtt vk xfivmkt fovk ckmrf mho jkbkr vxjd iop tojh urknxfktc imbxjh txaatk or jo vojkc xj vc uqrfk mjd joaixjh umraxnqtmr ao xjakrkfa vk oj fiork x aioqhia x poqtd fmxt mloqa m txaatk mjd fkk aik pmakrc umra ow aik portd xa xf m pmc x imbk ow drxbxjh oww aik futkkj mjd rkhqtmaxjh aik nxrnqtmaxoj pikjkbkr x wxjd vcfktw hropxjh hrxv mloqa aik voqai pikjkbkr xa xf m dmvu drxeetc jobkvlkr xj vc foqt pikjkbkr x wxjd vcfktw xjbotqjamrxtc umqfxjh lkwork nowwxj pmrkioqfkf mjd lrxjhxjh\n",
      "Iter 0 of start 2: hgjlnxa rzztwdic hjrr tx wcgtjxr cztx bxjac jiz dxuxa twdo gzp rzdi laxhwcxrb gjuwdi rwnnrx za dz tzdxb wd tb leacx jdo dzngwdi ljanwherja nz wdnxaxcn tx zd cgzax w ngzeign w pzero cjwr jyzen j rwnnrx jdo cxx ngx pjnxab ljan zs ngx pzaro wn wc j pjb w gjux zs oawuwdi zss ngx clrxxd jdo axierjnwdi ngx hwaherjnwzd pgxdxuxa w swdo tbcxrs iazpwdi iawt jyzen ngx tzeng pgxdxuxa wn wc j ojtl oawvvrb dzuxtyxa wd tb czer pgxdxuxa w swdo tbcxrs wduzrednjawrb ljecwdi yxszax hzsswd pjaxgzecxc jdo yawdiwdi\n",
      "Iter 0 of start 3: aeqhscv jkkgdybu aqjj gc duegqcj ukgc fcqvu qbk yclcv gdyn ekm jkyb hvcaducjf eqldyb jdssjc kv yk gkycf dy gf htvuc qyn yksedyb hqvsdatjqv sk dyscvcus gc ky uekvc d sektbes d mktjn uqdj qrkts q jdssjc qyn ucc sec mqscvf hqvs ki sec mkvjn ds du q mqf d eqlc ki nvdldyb kii sec uhjccy qyn vcbtjqsdyb sec advatjqsdky mecyclcv d idyn gfucji bvkmdyb bvdg qrkts sec gktse mecyclcv ds du q nqgh nvdwwjf yklcgrcv dy gf uktj mecyclcv d idyn gfucji dylkjtysqvdjf hqtudyb rcikvc akiidy mqvcektucu qyn rvdybdyb\n",
      "['chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp driqqly november in my soul whenever i find myself involuntarily pausing before coffin warehouses and bringing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drijjly november in my soul whenever i find myself involuntarily pausing before coffin warehouses and bringing', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb driqqly novemper in my soul whenever i find myself involuntarily bausing pefore coffin warehouses and pringing', 'chabter loomings call me ishmael some years ago never mind how long brecisely having little or no money in my burse and nothing barticular to interest me on shore i thought i would sail apout a little and see the watery bart of the world it is a way i have of driving off the sbleen and regulating the circulation whenever i find myself growing grim apout the mouth whenever it is a damb drijjly novemper in my soul whenever i find myself involuntarily bausing pefore coffin warehouses and pringing', 'chapter loomings call me ishmael some years ago never mind how long precisely having little or no money in my purse and nothing particular to interest me on shore i thought i would sail about a little and see the watery part of the world it is a way i have of driving off the spleen and regulating the circulation whenever i find myself growing grim about the mouth whenever it is a damp drizzly november in my soul whenever i find myself involuntarily pausing before coffin warehouses and bringing']\n",
      "Iter 0 of start 1: vy mcudhyr vo wccdw ol tc iucoor dzej hzoldhove iucoor dzej hbb ojc ovdc vy xuhyec hyg wihvy vo hbb\n",
      "Iter 0 of start 2: he ztsrqen hw dttrd wa jt ostwwn rubl quwarqwhb ostwwn rubl qii wlt whrt he vsqebt qem doqhe hw qii\n",
      "Iter 0 of start 3: cs pwktjsf cd qwwtq da rw vkwddf txgz jxdatjdcg vkwddf txgz jbb dzw dctw cs ykjsgw jsl qvjcs cd jbb\n",
      "['in bermant is yeemy su we oresst mqgh aqsumasig oresst mqgh all she sime in prange and yoain is all', 'in wermant is yeemy su be oresst mqgh aqsumasig oresst mqgh all she sime in prange and yoain is all', 'in wermant is yeemy su be oresst mqgh aqsumasig oresst mqgh all she sime in frange and yoain is all', 'in bermant is yeemy su we oresst mqgh aqsumasig oresst mqgh all she sime in frange and yoain is all', 'in cermant is yeemy su be oresst mqgh aqsumasig oresst mqgh all she sime in prange and yoain is all']\n",
      "Iter 0 of start 1: bk wmqlnkh be ymmly ez gm aqmeeh lsot nsezlnebo aqmeeh lsot npp etm eblm bk fqnkom nkr yanbk be npp\n",
      "Iter 0 of start 2: vp hricmpn vb errce bl wr jirbbn cqut mqblcmbvu jirbbn cqut mff btr bvcr vp gimpur mpz ejmvp vb mff\n",
      "Iter 0 of start 3: hf xslbyfr hk assba kd js ilskkr buvt yukdbykhv ilskkr buvt ygg kts khbs hf nlyfvs yfe aiyhf hk ygg\n",
      "['in bermant is yeemy su we oresst mqgh aqsumasig oresst mqgh all she sime in prange and yoain is all', 'in wermant is yeemy su be oresst mqgh aqsumasig oresst mqgh all she sime in prange and yoain is all', 'in wermant is yeemy su be oresst mqgh aqsumasig oresst mqgh all she sime in frange and yoain is all', 'in bermant is yeemy su we oresst mqgh aqsumasig oresst mqgh all she sime in frange and yoain is all', 'in cermant is yeemy su be oresst mqgh aqsumasig oresst mqgh all she sime in prange and yoain is all']\n",
      "Iter 0 of start 1: qt macwjtx qs faawf se ka ncassx wovg josewjsqv ncassx wovg jhh sga sqwa qt lcjtva jtb fnjqt qs jhh\n",
      "Iter 0 of start 2: zi nxeacim zt sxxas tp ux jexttm argq crtpactzg jexttm argq cdd tqx tzax zi lecigx cif sjczi zt cdd\n",
      "Iter 0 of start 3: wh tojluhz wv aoola vf ro pjovvz lcik ucvfluvwi pjovvz lcik uss vko vwlo wh bjuhio uhd apuwh wv uss\n",
      "['in wersano it meesm ty be pretto sugh autysatig pretto sugh all the tise in frange and mpain it all', 'in bersano it meesm ty we pretto sugh autysatig pretto sugh all the tise in frange and mpain it all', 'in bersany it meesm to we pretty sugh autosatig pretty sugh all the tise in frange and mpain it all', 'in wersany it meesm to be pretty sugh autosatig pretty sugh all the tise in frange and mpain it all', 'in cersano it meesm ty be pretto sugh autysatig pretto sugh all the tise in frange and mpain it all']\n",
      "Iter 0 of start 1: br xzsayrk bh tzzat hc vz nszhhk ajfw yjhcayhbf nszhhk ajfw yee hwz hbaz br msyrfz yrp tnybr bh yee pznzrpt nsztjayvek cr tcfbye tjvhezhbzt\n",
      "Iter 0 of start 2: sr hxakyrt sj uxxku ji wx eaxjjt kpnd ypjikyjsn eaxjjt kpnd ygg jdx jskx sr vayrnx yrz ueysr sj ygg zxexrzu eaxupkywgt ir uinsyg upwjgxjsxu\n",
      "Iter 0 of start 3: gp syrajpl gz xyyax zh cy qryzzl amit jmzhajzgi qryzzl amit joo zty zgay gp brjpiy jpn xqjgp gz joo nyqypnx qryxmajcol hp xhigjo xmczoyzgyx\n",
      "['in behmand ir seems ro pe wherrd muty auromarit wherrd muty all rye rime in chante ang swain ir all gewengs whesumapld on sotial suprleries', 'in behmand ir seems ro pe cherrd muty auromarit cherrd muty all rye rime in whante ang scain ir all gecengs chesumapld on sotial suprleries', 'in behmand ir seems ro pe therrd muck auromaric therrd muck all rke rime in whance ang stain ir all getengs thesumapld on social suprleries', 'in behtand ir seets ro pe wherrd tumy aurotarim wherrd tumy all rye rite in chanme ang swain ir all gewengs whesutapld on somial suprleries', 'in behtand ir seets ro pe cherrd tumy aurotarim cherrd tumy all rye rite in whanme ang scain ir all gecengs chesutapld on somial suprleries']\n",
      "Iter 0 of start 1: lm oqvctmr lw kqqck wz iq nvqwwr csha tswzctwlh nvqwwr csha tuu waq wlcq lm dvtmhq tmf kntlm lw tuu fqnqmfk nvqksctiur zm kzhltu ksiwuqwlqk\n",
      "Iter 0 of start 2: og vnxyhgb or snnys rt wn axnrrb yjkz hjrtyhrok axnrrb yjkz hqq rzn royn og uxhgkn hgl sahog or hqq lnangls axnsjyhwqb tg stkohq sjwrqnrons\n",
      "Iter 0 of start 3: rk ewstlkg rz qwwtq zy fw uswzzg tcbj lczytlzrb uswzzg tcbj lii zjw zrtw rk oslkbw lkp qulrk rz lii pwuwkpq uswqctlfig yk qybrli qcfziwzrwq\n",
      "['an bevtind ar heeth ru me wverrd toly iorutiral wverrd toly iss rye rate an fvinle ing hwian ar iss gewengh wvehotimsd un hulais homrseraeh', 'an cevtind ar heeth ru me wverrd toly iorutiral wverrd toly iss rye rate an fvinle ing hwian ar iss gewengh wvehotimsd un hulais homrseraeh', 'it beqmaty ir seems ro ce wqerry mund auromarin wqerry mund all rde rime it pqatne ath swait ir all heweths wqesumacly ot sonial sucrleries', 'it beqmaty ir seems ro ce wqerry mund auromarin wqerry mund all rde rime it gqatne ath swait ir all heweths wqesumacly ot sonial sucrleries', 'an pevtind ar heeth ru me wverrd toly iorutiral wverrd toly iss rye rate an fvinle ing hwian ar iss gewengh wvehotimsd un hulais homrseraeh']\n",
      "Iter 0 of start 1: yg mifzngr yk hiizh ko ji wfikkr zevb nekoznkyv wfikkr zevb ndd kbi kyzi yg ufngvi ngx hwnyg yk ndd xiwigxh wfiheznjdr og hovynd hejkdikyih\n",
      "Iter 0 of start 2: le hoijbey lt uooju tr fo ziotty jxdm bxtrjbtld ziotty jxdm bcc tmo tljo le kibedo bes uzble lt bcc sozoesu ziouxjbfcy re urdlbc uxftcotlou\n",
      "Iter 0 of start 3: nw dqjipwt nf kqqik fm lq hjqfft ixbz pxfmipfnb hjqfft ixbz pss fzq fniq nw yjpwbq pwr khpnw nf pss rqhqwrk hjqkxiplst mw kmbnps kxlfsqfnqk\n",
      "['in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties', 'in bermany it seems to ce pretty mugh automatig pretty mugh all the time in wrange and spain it all depends presumacly on sogial suctleties']\n",
      "Iter 0 of start 1: yr jtkcnrd yq httch qb vt wktqqd cpzf npqbcnqyz wktqqd cpzf nxx qft qyct yr mknrzt nra hwnyr yq nxx atwtrah wkthpcnvxd br hbzynx hpvqxtqyth qfnq dbp fnut qb vt\n",
      "Iter 0 of start 2: fe kvlorew fn yvvoy nt jv mlvnnw odph rdntornfp mlvnnw odph rbb nhv nfov fe alrepv rex ymrfe fn rbb xvmvexy mlvydorjbw te ytpfrb ydjnbvnfvy nhrn wtd hruv nt jv\n",
      "Iter 0 of start 3: jk lsrfzkg jo ussfu ow cs hrsoog fpvq zpowfzojv hrsoog fpvq zaa oqs ojfs jk irzkvs zky uhzjk jo zaa yshskyu hrsupfzcag wk uwvjza upcoasojsu oqzo gwp qzes ow cs\n",
      "['in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you habe to ce', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce']\n",
      "Iter 0 of start 1: mf ueqdbfr mx weedw xn ie tqexxr dzoy bzxndbxmo tqexxr dzoy baa xye xmde mf pqbfoe bfv wtbmf mx baa vetefvw tqewzdbiar nf wnomba wzixaexmew xybx rnz ybge xn ie\n",
      "Iter 0 of start 2: hw mgneqwp hr aggea rv jg kngrrp eyis qyrveqrhi kngrrp eyis qll rsg rheg hw cnqwig qwd akqhw hr qll dgkgwda kngayeqjlp vw avihql ayjrlgrhga rsqr pvy sqog rv jg\n",
      "Iter 0 of start 3: ma osfxtaw mu lssxl ui gs rfsuuw xpve tpuixtumv rfsuuw xpve tkk ues umxs ma yftavs tah lrtma mu tkk hsrsahl rfslpxtgkw ia livmtk lpguksumsl uetu wip etns ui gs\n",
      "['in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you habe to ce', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce']\n",
      "Iter 0 of start 1: ri lounhif rk woonw kt vo guokkf nyqd hyktnhkrq guokkf nyqd hcc kdo krno ri euhiqo hiz wghri rk hcc zogoizw guowynhvcf ti wtqrhc wyvkcokrow kdhk fty dhao kt vo\n",
      "Iter 0 of start 2: fd azhoxdg fb izzoi bm vz phzbbg owyu xwbmoxbfy phzbbg owyu xee buz bfoz fd lhxdyz xdc ipxfd fb xee czpzdci phziwoxveg md imyfxe iwvbezbfzi buxb gmw uxjz bm vz\n",
      "Iter 0 of start 3: dp tsrngpl df issni fz ks jrsffl nyhb gyfzngfdh jrsffl nyhb gmm fbs fdns dp xrgphs gpu ijgdp df gmm usjspui jrsiyngkml zp izhdgm iykfmsfdsi fbgf lzy bgcs fz ks\n",
      "['in pehmand ir seems ro be wherrd muty auromarit wherrd muty all rye rime in chante ang swain ir all gewengs whesumabld on sotial subrleries ryar dou yave ro be', 'in pehmand ir seems ro be cherrd muty auromarit cherrd muty all rye rime in whante ang scain ir all gecengs chesumabld on sotial subrleries ryar dou yave ro be', 'in behmand ir seems ro pe wherrd muty auromarit wherrd muty all rye rime in chante ang swain ir all gewengs whesumapld on sotial suprleries ryar dou yave ro pe', 'in behmand ir seems ro pe cherrd muty auromarit cherrd muty all rye rime in whante ang scain ir all gecengs chesumapld on sotial suprleries ryar dou yave ro pe', 'in fehmand ir seems ro be wherrd muty auromarit wherrd muty all rye rime in chante ang swain ir all gewengs whesumabld on sotial subrleries ryar dou yave ro be']\n",
      "Iter 0 of start 1: pc advnect pi gddng im rd fvdiit nxus eximneipu fvdiit nxus ebb isd ipnd pc yvecud eck gfepc pi ebb kdfdckg fvdgxnerbt mc gmupeb gxribdipdg isei tmx sejd im rd yvdcus mv gfecpgs im xckdvgieck\n",
      "Iter 0 of start 2: qp vwraxpu qt dwwad to gw jrwttu aiyf xitoaxtqy jrwttu aiyf xss tfw tqaw qp erxpyw xpk djxqp qt xss kwjwpkd jrwdiaxgsu op doyqxs digtswtqwd tfxt uoi fxhw to gw erwpyf or djxpqdf to ipkwrdtxpk\n",
      "Iter 0 of start 3: je mxlgneb jo fxxgf op yx ilxoob gsht nsopgnojh ilxoob gsht nrr otx ojgx je alnehx nec finje jo nrr cxixecf ilxfsgnyrb pe fphjnr fsyorxojxf otno bps tnux op yx alxeht pl finejft op secxlfonec\n",
      "['in wermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand', 'in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you habe to ce frengh or spanish to understand', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand']\n",
      "Iter 0 of start 1: wv alcxgvm ws kllxk sn rl zclssm xqfi gqsnxgswf zclssm xqfi goo sil swxl wv ycgvfl gvt kzgwv ws goo tlzlvtk zclkqxgrom nv knfwgo kqrsolswlk sigs mnq igel sn rl yclvfi nc kzgvwki sn qvtlcksgvt\n",
      "Iter 0 of start 2: ai blrczit av jllcj vx wl urlvvt cgmd zgvxczvam urlvvt cgmd znn vdl vacl ai prziml ziy juzai av znn yluliyj urljgczwnt xi jxmazn jgwvnlvalj vdzv txg dzel vx wl prlimd xr juziajd vx giylrjvziy\n",
      "Iter 0 of start 3: fy jwsunyg ft mwwum ta vw bswttg ucqx nctauntfq bswttg ucqx nii txw tfuw fy psnyqw nyk mbnfy ft nii kwbwykm bswmcunvig ay maqfni mcvtiwtfwm txnt gac xnlw ta vw pswyqx as mbnyfmx ta cykwsmtnyk\n",
      "['in wermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand', 'in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you habe to ce frengh or spanish to understand', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand']\n",
      "Iter 0 of start 1: lt gwyaetn ld qwwaq db ow jywddn aimr eidbaedlm jywddn aimr ecc drw dlaw lt vyetmw etx qjelt ld ecc xwjwtxq jywqiaeocn bt qbmlec qiodcwdlwq dred nbi repw db ow vywtmr by qjetlqr db itxwyqdetx\n",
      "Iter 0 of start 2: bp afrvipn bz uffvu zx sf trfzzn vcdj iczxvizbd trfzzn vcdj ioo zjf zbvf bp hripdf ipw utibp bz ioo wftfpwu trfucvison xp uxdbio ucszofzbfu zjiz nxc jilf zx sf hrfpdj xr utipbuj zx cpwfruzipw\n",
      "Iter 0 of start 3: nj guraejo nt luual tp wu irutto abxs ebtpaetnx irutto abxs ekk tsu tnau nj yrejxu ejq lienj nt ekk quiujql irulbaewko pj lpxnek lbwtkutnul tset opb sefu tp wu yrujxs pr liejnls tp bjqurltejq\n",
      "['in wermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand', 'in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand', 'in wermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you habe to ce frengh or spanish to understand', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand']\n",
      "Iter 0 of start 1: ar qtfnprx az mttnm zd ct yftzzx nskw pszdnpzak yftzzx nskw pee zwt zant ar ufprkt prv mypar az pee vtytrvm yftmsnpcex dr mdkape msczetzatm zwpz xds wpjt zd ct uftrkw df mypramw zd srvtfmzprv ar azpex bwx bdsev xds\n",
      "Iter 0 of start 2: er lpqfxrt ed wppfw ds jp oqpddt fybu xydsfxdeb oqpddt fybu xgg dup defp er hqxrbp xra woxer ed xgg apopraw oqpwyfxjgt sr wsbexg wyjdgpdepw duxd tsy uxvp ds jp hqprbu sq woxrewu ds yrapqwdxra er edxgt zut zsyga tsy\n",
      "Iter 0 of start 3: sr gqolnrj sp zqqlz pi bq doqppj lefm nepilnpsf doqppj lefm nvv pmq pslq sr conrfq nrw zdnsr sp nvv wqdqrwz doqzelnbvj ir zifsnv zebpvqpsqz pmnp jie mnxq pi bq coqrfm io zdnrszm pi erwqozpnrw sr spnvj umj uievw jie\n",
      "['in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you', 'in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you hake to ce frengh or spanish to understand in italy why would you', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you hake to ce brengh or spanish to understand in italy why would you']\n",
      "Iter 0 of start 1: jf omxsnfb ju rmmsr uz gm lxmuub spye npuzsnujy lxmuub spye ntt uem ujsm jf wxnfym nfi rlnjf ju ntt imlmfir lxmrpsngtb zf rzyjnt rpgutmujmr uenu bzp enhm uz gm wxmfye zx rlnfjre uz pfimxrunfi jf juntb qeb qzpti bzp\n",
      "Iter 0 of start 2: cn zgmpunt co kggpk ov eg hmgoot pxfd uxovpuocf hmgoot pxfd uyy odg ocpg cn rmunfg uns khucn co uyy sghgnsk hmgkxpueyt vn kvfcuy kxeoygocgk oduo tvx duqg ov eg rmgnfd vm khunckd ov xnsgmkouns cn couyt bdt bvxys tvx\n",
      "Iter 0 of start 3: us czwphsn ud fzzpf dy kz qwzddn pxmb hxdyphdum qwzddn pxmb haa dbz dupz us owhsmz hsg fqhus ud haa gzqzsgf qwzfxphkan ys fymuha fxkdazduzf dbhd nyx bhvz dy kz owzsmb yw fqhsufb dy xsgzwfdhsg us udhan jbn jyxag nyx\n",
      "['in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you', 'in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you hake to ce frengh or spanish to understand in italy why would you', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you hake to ce brengh or spanish to understand in italy why would you']\n",
      "Iter 0 of start 1: wl zgyhkle wf bgghb fv rg iygffe hojm kofvhkfwj iygffe hojm kdd fmg fwhg wl cykljg klx bikwl wf kdd xgiglxb iygbohkrde vl bvjwkd borfdgfwgb fmkf evo mkpg fv rg cygljm vy biklwbm fv olxgybfklx wl wfkde ume uvodx evo\n",
      "Iter 0 of start 2: kn chipbny ke vhhpv ew sh miheey pgrl bgewpbekr miheey pgrl bff elh ekph kn aibnrh bnx vmbkn ke bff xhmhnxv mihvgpbsfy wn vwrkbf vgsefhekhv elbe ywg lbzh ew sh aihnrl wi vmbnkvl ew gnxhivebnx kn kebfy tly twgfx ywg\n",
      "Iter 0 of start 3: vf kngmyfd vo znnmz op hn wgnood msbu ysopmyovb wgnood msbu yii oun ovmn vf egyfbn yfl zwyvf vo yii lnwnflz wgnzsmyhid pf zpbvyi zshoinovnz ouyo dps uyrn op hn egnfbu pg zwyfvzu op sflngzoyfl vf voyid qud qpsil dps\n",
      "['at bervity al neevn lo ke crelly vfud iflovilau crelly vfud iss lde lave at pritue ith nciat al iss hecethn crenfviksy ot nouais nfklselaen ldil yof dime lo ke pretud or ncitand lo fthernlith at alisy wdy wofsh yof', 'at bervity al neevn lo ke grelly vfud iflovilau grelly vfud iss lde lave at pritue ith ngiat al iss hegethn grenfviksy ot nouais nfklselaen ldil yof dime lo ke pretud or ngitand lo fthernlith at alisy wdy wofsh yof', 'at mervity al neevn lo ke grelly vfud iflovilau grelly vfud iss lde lave at britue ith ngiat al iss hegethn grenfviksy ot nouais nfklselaen ldil yof dice lo ke bretud or ngitand lo fthernlith at alisy wdy wofsh yof', 'at mervity al neevn lo ke grelly vfud iflovilau grelly vfud iss lde lave at pritue ith ngiat al iss hegethn grenfviksy ot nouais nfklselaen ldil yof dice lo ke pretud or ngitand lo fthernlith at alisy wdy wofsh yof', 'at cervity al neevn lo ke grelly vfud iflovilau grelly vfud iss lde lave at britue ith ngiat al iss hegethn grenfviksy ot nouais nfklselaen ldil yof dime lo ke bretud or ngitand lo fthernlith at alisy wdy wofsh yof']\n",
      "Iter 0 of start 1: cg mfyekgs cu bffeb ut af qyfuus ervh krutekucv qyfuus ervh kjj uhf ucef cg zykgvf kgo bqkcg cu kjj ofqfgob qyfbrekajs tg btvckj braujfucfb uhku str hkdf ut af zyfgvh ty bqkgcbh ut rgofybukgo cg cukjs nhs ntrjo str fdfg atuhfy nhfg kgo htn\n",
      "Iter 0 of start 2: al ozkvblm ac nzzvn ci jz ukzccm vyfe bycivbcaf ukzccm vyfe brr cez cavz al pkblfz blw nubal ac brr wzuzlwn ukznyvbjrm il nifabr nyjcrzcazn cebc miy ebgz ci jz pkzlfe ik nublane ci ylwzkncblw al acbrm dem diyrw miy zgzl jicezk dezl blw eid\n",
      "Iter 0 of start 3: wq rbtexqs wg dbbed gh nb atbggs efvp xfghexgwv atbggs efvp xll gpb gweb wq otxqvb xqz daxwq wg xll zbabqzd atbdfexnls hq dhvwxl dfnglbgwbd gpxg shf pxib gh nb otbqvp ht daxqwdp gh fqzbtdgxqz wq wgxls jps jhflz shf bibq nhgpbt jpbq xqz phj\n",
      "['in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how', 'in qermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how']\n",
      "Iter 0 of start 1: dc vwmjhci dn uwwju ny ew pmwnni jrsx hrnyjhnds pmwnni jrsx hff nxw ndjw dc zmhcsw hcq uphdc dn hff qwpwcqu pmwurjhefi yc uysdhf urenfwndwu nxhn iyr xhaw ny ew zmwcsx ym uphcdux ny rcqwmunhcq dc dnhfi txi tyrfq iyr wawc eynxwm txwc hcq xyt\n",
      "Iter 0 of start 2: kt gfocdtz kl uffcu lq sf mofllz cxry dxlqcdlkr mofllz cxry dhh lyf lkcf kt aodtrf dtw umdkt kl dhh wfmftwu mofuxcdshz qt uqrkdh uxslhflkfu lydl zqx ydjf lq sf aoftry qo umdtkuy lq xtwfouldtw kt kldhz eyz eqxhw zqx fjft sqlyfo eyft dtw yqe\n",
      "Iter 0 of start 3: qh wfjgnhb qx affga xv kf sjfxxb gilt nixvgnxql sjfxxb gilt ndd xtf xqgf qh cjnhlf nhr asnqh qx ndd rfsfhra sjfaignkdb vh avlqnd aikxdfxqfa xtnx bvi tnef xv kf cjfhlt vj asnhqat xv ihrfjaxnhr qh qxndb otb ovidr bvi fefh kvxtfj otfh nhr tvo\n",
      "['in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how', 'in qermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how']\n",
      "Iter 0 of start 1: za tiqelas zj diied jy mi fqijjs erhu lrjyeljzh fqijjs erhu lpp jui jzei za xqlahi lan dflza zj lpp nifiand fqidrelmps ya dyhzlp drmjpijzid julj syr ulwi jy mi xqiahu yq dflazdu jy raniqdjlan za zjlps gus gyrpn syr iwia myjuiq guia lan uyg\n",
      "Iter 0 of start 2: xt zbuiqtk xj hbbih je pb dubjjk iyrg qyjeiqjxr dubjjk iyrg qww jgb jxib xt suqtrb qta hdqxt xj qww abdbtah dubhyiqpwk et herxqw hypjwbjxbh jgqj key gqvb je pb subtrg eu hdqtxhg je ytabuhjqta xt xjqwk ogk oeywa key bvbt pejgbu ogbt qta geo\n",
      "Iter 0 of start 3: uz hwxepzs ud qwweq dn fw ixwdds ejba pjdnepdub ixwdds ejba ptt daw duew uz cxpzbw pzy qipuz ud ptt ywiwzyq ixwqjepfts nz qnbupt qjfdtwduwq dapd snj apvw dn fw cxwzba nx qipzuqa dn jzywxqdpzy uz udpts oas onjty snj wvwz fndawx oawz pzy ano\n",
      "['in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how', 'in qermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how']\n",
      "Iter 0 of start 1: ch pixakhf cg qiiaq gt ri mxiggf aedo kegtakgcd mxiggf aedo knn goi gcai ch lxkhdi khb qmkch cg knn bimihbq mxiqeakrnf th qtdckn qergnigciq gokg fte okyi gt ri lxihdo tx qmkhcqo gt ehbixqgkhb ch cgknf vof vtenb fte iyih rtgoix voih khb otv aedo gt gcm cq k\n",
      "Iter 0 of start 2: ei svhqlir ef xvvqx fg yv chvffr qbjz lbfgqlfej chvffr qbjz luu fzv feqv ei mhlijv liw xclei ef luu wvcviwx chvxbqlyur gi xgjelu xbyfuvfevx fzlf rgb zltv fg yv mhvijz gh xcliexz fg biwvhxfliw ei eflur azr agbuw rgb vtvi ygfzvh azvi liw zga qbjz fg fec ex l\n",
      "Iter 0 of start 3: pd botfedq py joofj yw uo ctoyyq flsi elywfeyps ctoyyq flsi egg yio ypfo pd xtedso edk jcepd py egg kocodkj ctojlfeugq wd jwspeg jluygoypoj yiey qwl iero yw uo xtodsi wt jcedpji yw ldkotjyedk pd pyegq niq nwlgk qwl orod uwyiot niod edk iwn flsi yw ypc pj e\n",
      "['in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a', 'in qermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a']\n",
      "Iter 0 of start 1: pr xdiaurt po eddae om hd yidoot abzf ubomauopz yidoot abzf uww ofd opad pr kiurzd urv eyupr po uww vdydrve yidebauhwt mr emzpuw ebhowdopde ofuo tmb fuqd om hd kidrzf mi eyurpef om brvdieourv pr pouwt cft cmbwv tmb dqdr hmofdi cfdr urv fmc abzf om opy pe u\n",
      "Iter 0 of start 2: qh exmidhn qp gxxig pt zx smxppn iflr dfptidpql smxppn iflr djj prx pqix qh omdhlx dhy gsdqh qp djj yxsxhyg smxgfidzjn th gtlqdj gfzpjxpqxg prdp ntf rdcx pt zx omxhlr tm gsdhqgr pt fhyxmgpdhy qh qpdjn brn btfjy ntf xcxh ztprxm brxh dhy rtb iflr pt pqs qg d\n",
      "Iter 0 of start 3: fr zwopirt fe lwwpl es gw yoweet pukq iuespiefk yoweet pukq inn eqw efpw fr hoirkw irv lyifr fe inn vwywrvl yowlupignt sr lskfin lugenwefwl eqie tsu qiaw es gw howrkq so lyirflq es urvwoleirv fr feint cqt csunv tsu wawr gseqwo cqwr irv qsc pukq es efy fl i\n",
      "['in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a', 'in qermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a']\n",
      "Iter 0 of start 1: jl ychonlp ju qccoq ur vc khcuup owft nwuronujf khcuup owft nee utc ujoc jl ghnlfc nlx qknjl ju nee xckclxq khcqwonvep rl qrfjne qwvuecujcq utnu prw tnmc ur vc ghclft rh qknljqt ur wlxchqunlx jl junep btp brwex prw cmcl vrutch btcl nlx trb owft ur ujk jq n\n",
      "Iter 0 of start 2: bt lukcxtg be vuucv ed ju pkueeg caio xaedcxebi pkueeg caio xss eou ebcu bt wkxtiu xtn vpxbt be xss nuputnv pkuvacxjsg dt vdibxs vajesuebuv eoxe gda oxyu ed ju wkutio dk vpxtbvo ed atnukvextn bt bexsg rog rdasn gda uyut jdeouk rout xtn odr caio ed ebp bv x\n",
      "Iter 0 of start 3: nh zcrsihq nt eccse tj ac wrcttq sfdx iftjsitnd wrcttq sfdx ipp txc tnsc nh lrihdc ihm ewinh nt ipp mcwchme wrcefsiapq jh ejdnip efatpctnce txit qjf xigc tj ac lrchdx jr ewihnex tj fhmcretihm nh ntipq vxq vjfpm qjf cgch ajtxcr vxch ihm xjv sfdx tj tnw ne i\n",
      "['in bermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a', 'in fermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a', 'in qermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a']\n",
      "Iter 0 of start 1: ea fkunsat eb vkknv br ck jukbbt niwp sibrnsbew jukbbt niwp sgg bpk benk ea husawk sam vjsea eb sgg mkjkamv jukvinscgt ra vrwesg vicbgkbekv bpsb tri psqk br ck hukawp ru vjsaevp br iamkuvbsam ea ebsgt zpt zrigm tri kqka crbpku zpka sam prz niwp br bej ev s oikvbera bpsb psv ckka qkxeaf\n",
      "Iter 0 of start 2: yp xgzoqpa ye nggon ef kg szgeea ovcm qvefoqeyc szgeea ovcm qdd emg eyog yp izqpcg qpr nsqyp ye qdd rgsgprn szgnvoqkda fp nfcyqd nvkedgeygn emqe afv mqwg ef kg izgpcm fz nsqpynm ef vprgzneqpr yp yeqda uma ufvdr afv gwgp kfemgz umgp qpr mfu ovcm ef eys yn q lvgneyfp emqe mqn kggp wgtypx\n",
      "Iter 0 of start 3: kh aroqihs kx trrqt xb jr vorxxs qwpl iwxbqixkp vorxxs qwpl icc xlr xkqr kh yoihpr ihz tvikh kx icc zrvrhzt vortwqijcs bh tbpkic twjxcrxkrt xlix sbw linr xb jr yorhpl bo tvihktl xb whzrotxihz kh kxics mls mbwcz sbw rnrh jbxlro mlrh ihz lbm qwpl xb xkv kt i uwrtxkbh xlix lit jrrh nrekha\n",
      "['in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen veqink', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen vexink', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a fuestion that has ceen veqink', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a fuestion that has ceen vexink', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a question that has ceen vefink']\n",
      "Iter 0 of start 1: wd przfxda wy lrrfl yb gr uzryya fksm xkybfxyws uzryya fksm xvv ymr ywfr wd ozxdsr xdh luxwd wy xvv hrurdhl uzrlkfxgva bd lbswxv lkgyvrywrl ymxy abk mxer yb gr ozrdsm bz luxdwlm yb kdhrzlyxdh wd wyxva tma tbkvh abk rerd gbymrz tmrd xdh mbt fksm yb ywu wl x nkrlywbd ymxy mxl grrd eriwdp\n",
      "Iter 0 of start 2: xi kopbjil xz uoobu ze go mpozzl bran jrzebjzxa mpozzl bran jdd zno zxbo xi spjiao jiv umjxi xz jdd vomoivu mpourbjgdl ei ueaxjd urgzdozxou znjz ler njyo ze go spoian ep umjixun ze rivopuzjiv xi xzjdl tnl terdv ler oyoi geznop tnoi jiv net bran ze zxm xu j crouzxei znjz nju gooi yohxik\n",
      "Iter 0 of start 3: xt bdspytg xv wddpw vj hd asdvvg puze yuvjpyvxz asdvvg puze yii ved vxpd xt csytzd ytr wayxt xv yii rdadtrw asdwupyhig jt wjzxyi wuhvidvxdw veyv gju eyod vj hd csdtze js waytxwe vj utrdswvytr xt xvyig meg mjuir gju dodt hjveds medt ytr ejm puze vj vxa xw y nudwvxjt veyv eyw hddt odlxtb\n",
      "['in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen veqink', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen vexink', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a fuestion that has ceen veqink', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a fuestion that has ceen vexink', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a question that has ceen vefink']\n",
      "Iter 0 of start 1: ny xkqgryt nd ekkge dz ak cqkddt gsoi rsdzgrdno cqkddt gsoi rvv dik dngk ny fqryok rym ecrny nd rvv mkckyme cqkesgravt zy ezonrv esadvkdnke dird tzs irlk dz ak fqkyoi zq ecrynei dz symkqedrym ny ndrvt pit pzsvm tzs klky azdikq piky rym izp gsoi dz dnc ne r uskednzy dird ire akky lkhnyx\n",
      "Iter 0 of start 2: zi vcgqeil zx dccqd xn mc wgcxxl qyat eyxnqexza wgcxxl qyat ekk xtc xzqc zi pgeiac eib dwezi zx ekk bcwcibd wgcdyqemkl ni dnazek dymxkcxzcd xtex lny teoc xn mc pgciat ng dweizdt xn yibcgdxeib zi zxekl stl snykb lny coci mnxtcg stci eib tns qyat xn xzw zd e hycdxzni xtex ted mcci ocuziv\n",
      "Iter 0 of start 3: jt ziunstc jf diind fy ri kuiffc nbqo sbfynsfjq kuiffc nbqo sxx foi fjni jt hustqi stp dksjt jf sxx pikitpd kuidbnsrxc yt dyqjsx dbrfxifjid fosf cyb osvi fy ri huitqo yu dkstjdo fy btpiudfstp jt jfsxc eoc eybxp cyb ivit ryfoiu eoit stp oye nbqo fy fjk jd s wbidfjyt fosf osd riit vigjtz\n",
      "['in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen veqink', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen vexink', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a fuestion that has ceen veqink', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a fuestion that has ceen vexink', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a question that has ceen vefink']\n",
      "Iter 0 of start 1: yx csfjlxw yn issji na qs mfsnnw jhdv lhnajlnyd mfsnnw jhdv lpp nvs nyjs yx oflxds lxt imlyx yn lpp tsmsxti mfsihjlqpw ax iadylp ihqnpsnysi nvln wah vles na qs ofsxdv af imlxyiv na hxtsfinlxt yx ynlpw kvw kahpt wah sesx qanvsf kvsx lxt vak jhdv na nym yi l uhsinyax nvln vli qssx eszyxc eyiynafi na shfams oaf li\n",
      "Iter 0 of start 2: ln sempwnt ld veepv dq be xmeddt pikg widqpwdlk xmeddt pikg waa dge dlpe ln zmwnke wno vxwln ld waa oexenov xmevipwbat qn vqklwa vibdaedlev dgwd tqi gwje dq be zmenkg qm vxwnlvg dq inoemvdwno ln ldwat rgt rqiao tqi ejen bqdgem rgen wno gqr pikg dq dlx lv w uievdlqn dgwd gwv been jeylns jlvldqmv dq eimqxe zqm wv\n",
      "Iter 0 of start 3: wy pltheyq wb mllhm ba dl ftlbbq hvxi evbahebwx ftlbbq hvxi err bil bwhl wy gteyxl eyc mfewy wb err clflycm ftlmvhedrq ay maxwer mvdbrlbwlm bieb qav ienl ba dl gtlyxi at mfeywmi ba vycltmbeyc wy wberq jiq javrc qav lnly dabilt jily eyc iaj hvxi ba bwf wm e zvlmbway bieb iem dlly nlowyp nwmwbatm ba lvtafl gat em\n",
      "['in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen veqink visitors to europe for as', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen vexink visitors to europe for as', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a fuestion that has ceen veqink visitors to europe bor as', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you habe to ce frengh or spanish to understand in italy why would you eben cother when and how mugh to tip is a question that has ceen bevink bisitors to europe for as', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a fuestion that has ceen vexink visitors to europe bor as']\n",
      "Iter 0 of start 1: gz dixoezm gr viiov rj qi bxirrm ontk enrjoergt bxirrm ontk epp rki rgoi gz fxezti ezl vbegz gr epp libizlv bxivnoeqpm jz vjtgep vnqrpirgiv rker mjn keui rj qi fxiztk jx vbezgvk rj nzlixvrezl gz grepm ckm cjnpl mjn iuiz qjrkix ckiz ezl kjc ontk rj rgb gv e ynivrgjz rker kev qiiz uiwgzd ugvgrjxv rj inxjbi fjx ev\n",
      "Iter 0 of start 2: pz gcysqzt pi xccsx ik oc nyciit seva qeiksqipv nyciit seva qhh iac ipsc pz ryqzvc qzu xnqpz pi qhh ucnczux nycxesqoht kz xkvpqh xeoihcipcx iaqi tke aqjc ik oc ryczva ky xnqzpxa ik ezucyxiqzu pz piqht lat lkehu tke cjcz okiacy lacz qzu akl seva ik ipn px q becxipkz iaqi aqx occz jcwpzg jpxpikyx ik ceyknc rky qx\n",
      "Iter 0 of start 3: ze vpiaxeg zn wppaw nj op bipnng aqkh xqnjaxnzk bipnng aqkh xuu nhp nzap ze dixekp xel wbxze zn xuu lpbpelw bipwqaxoug je wjkzxu wqonupnzpw nhxn gjq hxfp nj op dipekh ji wbxezwh nj qelpiwnxel ze znxug thg tjqul gjq pfpe ojnhpi thpe xel hjt aqkh nj nzb zw x rqpwnzje nhxn hxw oppe fpszev fzwznjiw nj pqijbp dji xw\n",
      "['in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen veqink visitors to europe for as', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen vexink visitors to europe for as', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a fuestion that has ceen veqink visitors to europe bor as', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you habe to ce frengh or spanish to understand in italy why would you eben cother when and how mugh to tip is a question that has ceen bevink bisitors to europe for as', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a fuestion that has ceen vexink visitors to europe bor as']\n",
      "Iter 0 of start 1: gu msaxjud gq hssxh qe os iasqqd xwcp jwqexjqgc iasqqd xwcp jff qps qgxs gu vajucs jul hijgu gq jff lsisulh iashwxjofd eu hecgjf hwoqfsqgsh qpjq dew pjks qe os vasucp ea hijughp qe wulsahqjul gu gqjfd rpd rewfl dew sksu oeqpsa rpsu jul per xwcp qe qgi gh j nwshqgeu qpjq pjh ossu ksygum kghgqeah qe swaeis vea jh\n",
      "Iter 0 of start 2: vx yhqplxs vb uhhpu bk gh dqhbbs pome lobkplbvm dqhbbs pome lnn beh bvph vx rqlxmh lxi udlvx vb lnn ihdhxiu dqhuoplgns kx ukmvln uogbnhbvhu belb sko elfh bk gh rqhxme kq udlxvue bk oxihqublxi vx vblns aes akoni sko hfhx gkbehq aehx lxi eka pome bk bvd vu l johubvkx belb elu ghhx fhzvxy fvuvbkqu bk hoqkdh rkq lu\n",
      "Iter 0 of start 3: xj owizgjf xd qwwzq dk nw ciwddf zhpb ghdkzgdxp ciwddf zhpb guu dbw dxzw xj rigjpw gjy qcgxj xd guu ywcwjyq ciwqhzgnuf kj qkpxgu qhnduwdxwq dbgd fkh bgsw dk nw riwjpb ki qcgjxqb dk hjywiqdgjy xj xdguf mbf mkhuy fkh wswj nkdbwi mbwj gjy bkm zhpb dk dxc xq g lhwqdxkj dbgd bgq nwwj swexjo sxqxdkiq dk whikcw rki gq\n",
      "['in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen veqink visitors to europe for as', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen vexink visitors to europe for as', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a fuestion that has ceen veqink visitors to europe bor as', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you habe to ce frengh or spanish to understand in italy why would you eben cother when and how mugh to tip is a question that has ceen bevink bisitors to europe for as', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in brange and spain it all depends presumacly on sogial suctleties that you have to ce brengh or spanish to understand in italy why would you even cother when and how mugh to tip is a fuestion that has ceen vexink visitors to europe bor as']\n",
      "Iter 0 of start 1: qw djapgwv qz ijjpi zh ej sajzzv pful gfzhpgzqu sajzzv pful gbb zlj zqpj qw kagwuj gwy isgqw qz gbb yjsjwyi sajifpgebv hw ihuqgb ifezbjzqji zlgz vhf lgcj zh ej kajwul ha isgwqil zh fwyjaizgwy qw qzgbv xlv xhfby vhf jcjw ehzlja xljw gwy lhx pful zh zqs qi g tfjizqhw zlgz lgi ejjw cjnqwd cqiqzhai zh jfahsj kha gi bhwd gi sjhsbj lgcj ejjw\n",
      "Iter 0 of start 2: cg bvzdkgs cp hvvdh pf av uzvpps drxt krpfdkpcx uzvpps drxt kll ptv pcdv cg jzkgxv kgm hukcg cp kll mvuvgmh uzvhrdkals fg hfxckl hraplvpcvh ptkp sfr tkqv pf av jzvgxt fz hukgcht pf rgmvzhpkgm cg cpkls yts yfrlm sfr vqvg afptvz ytvg kgm tfy drxt pf pcu ch k wrvhpcfg ptkp tkh avvg qvicgb qchcpfzh pf vrzfuv jfz kh lfgb kh uvfulv tkqv avvg\n",
      "Iter 0 of start 3: hl deajglb hi ueeju iy pe naeiib jzfv gziyjgihf naeiib jzfv gqq ive ihje hl taglfe gls unghl hi gqq senelsu naeuzjgpqb yl uyfhgq uzpiqeiheu ivgi byz vgxe iy pe taelfv ya unglhuv iy zlseauigls hl higqb wvb wyzqs byz exel pyivea wvel gls vyw jzfv iy ihn hu g czeuihyl ivgi vgu peel xerhld xhuhiyau iy ezayne tya gu qyld gu neynqe vgxe peel\n",
      "['sa gervcad si teevt io he preiid vfun cfiovcisu preiid vfun cll ine isve sa brcaue cay tpcsa si cll yepeayt pretfvchld oa touscl tfhileiset inci dof ncwe io he breaun or tpcastn io fayerticay sa sicld mnd mofly dof ewea hoiner mnea cay nom vfun io isp st c jfetisoa inci nct heea weqsag wstsiort io efrope bor ct loag ct people ncwe heea', 'sa gervcad si teevt io he preiid vfun cfiovcisu preiid vfun cll ine isve sa brcaue cay tpcsa si cll yepeayt pretfvchld oa touscl tfhileiset inci dof ncwe io he breaun or tpcastn io fayerticay sa sicld mnd mofly dof ewea hoiner mnea cay nom vfun io isp st c jfetisoa inci nct heea weksag wstsiort io efrope bor ct loag ct people ncwe heea', 'sa mervcad si teevt io he preiid vfun cfiovcisu preiid vfun cll ine isve sa brcaue cay tpcsa si cll yepeayt pretfvchld oa touscl tfhileiset inci dof ncwe io he breaun or tpcastn io fayerticay sa sicld gnd gofly dof ewea hoiner gnea cay nog vfun io isp st c jfetisoa inci nct heea weqsam wstsiort io efrope bor ct loam ct people ncwe heea', 'sa gervcad si teevt io he preiid vfun cfiovcisu preiid vfun cll ine isve sa brcaue cay tpcsa si cll yepeayt pretfvchld oa touscl tfhileiset inci dof ncwe io he breaun or tpcastn io fayerticay sa sicld mnd mofly dof ewea hoiner mnea cay nom vfun io isp st c qfetisoa inci nct heea weksag wstsiort io efrope bor ct loag ct people ncwe heea', 'sa gervcad si teevt io we preiid vfun cfiovcisu preiid vfun cll ine isve sa brcaue cay tpcsa si cll yepeayt pretfvcwld oa touscl tfwileiset inci dof nche io we breaun or tpcastn io fayerticay sa sicld mnd mofly dof ehea woiner mnea cay nom vfun io isp st c jfetisoa inci nct weea heqsag hstsiort io efrope bor ct loag ct people nche weea']\n",
      "Iter 0 of start 1: mn qiwdvnl mf xiidx fh si bwiffl dzta vzfhdvfmt bwiffl dzta voo fai fmdi mn kwvnti vnp xbvmn mf voo pibinpx bwixzdvsol hn xhtmvo xzsfoifmix favf lhz avui fh si kwinta hw xbvnmxa fh znpiwxfvnp mn mfvol yal yhzop lhz iuin shfaiw yain vnp ahy dzta fh fmb mx v czixfmhn favf avx siin uijmnq umxmfhwx fh izwhbi khw vx ohnq vx bihboi avui siin\n",
      "Iter 0 of start 2: dg tvmufga de zvvuz eo rv kmveea unjl fneoufedj kmveea unjl fxx elv eduv dg smfgjv fgh zkfdg de fxx hvkvghz kmvznufrxa og zojdfx znrexvedvz elfe aon lfcv eo rv smvgjl om zkfgdzl eo nghvmzefgh dg defxa qla qonxh aon vcvg roelvm qlvg fgh loq unjl eo edk dz f wnvzedog elfe lfz rvvg cvbdgt cdzdeomz eo vnmokv som fz xogt fz kvokxv lfcv rvvg\n",
      "Iter 0 of start 3: es bnmwksr ei jnnwj iv cn hmniir wxty kxivwkiet hmniir wxty kqq iyn iewn es omkstn ksf jhkes ei kqq fnhnsfj hmnjxwkcqr vs jvtekq jxciqnienj iyki rvx ykln iv cn omnsty vm jhksejy iv xsfnmjiksf es eikqr dyr dvxqf rvx nlns cviynm dyns ksf yvd wxty iv ieh ej k uxnjievs iyki ykj cnns lnzesb lejeivmj iv nxmvhn ovm kj qvsb kj hnvhqn ykln cnns\n",
      "['in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen veqink visitors to europe for as lonk as people have ceen', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen vexink visitors to europe for as lonk as people have ceen', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been veking visitors to europe for as long as people have been', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been']\n",
      "Iter 0 of start 1: qz wigdvzx qs biidb sy ni ugissx dhmf vhsydvsqm ugissx dhmf vtt sfi sqdi qz rgvzmi vzp buvqz qs vtt piuizpb ugibhdvntx yz bymqvt bhnstisqib sfvs xyh fvli sy ni rgizmf yg buvzqbf sy hzpigbsvzp qz qsvtx efx eyhtp xyh iliz nysfig efiz vzp fye dhmf sy squ qb v jhibsqyz sfvs fvb niiz liaqzw lqbqsygb sy ihgyui ryg vb tyzw vb uiyuti fvli niiz\n",
      "Iter 0 of start 2: yt swxnutr yp kwwnk pm vw qxwppr ngch ugpmnupyc qxwppr ngch uii phw pynw yt jxutcw utz kquyt yp uii zwqwtzk qxwkgnuvir mt kmcyui kgvpiwpywk phup rmg hulw pm vw jxwtch mx kqutykh pm gtzwxkputz yt ypuir fhr fmgiz rmg wlwt vmphwx fhwt utz hmf ngch pm pyq yk u dgwkpymt phup huk vwwt lweyts lykypmxk pm wgxmqw jmx uk imts uk qwmqiw hulw vwwt\n",
      "Iter 0 of start 3: ql ignpmlc qs oggpo sw tg ungssc pkdh mkswpmsqd ungssc pkdh mvv shg sqpg ql anmldg mlx oumql qs mvv xguglxo ungokpmtvc wl owdqmv oktsvgsqgo shms cwk hmeg sw tg angldh wn oumlqoh sw klxgnosmlx ql qsmvc fhc fwkvx cwk gegl twshgn fhgl mlx hwf pkdh sw squ qo m ykgosqwl shms hmo tggl egzqli eqoqswno sw gknwug awn mo vwli mo ugwuvg hmeg tggl\n",
      "['in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen veqink visitors to europe for as lonk as people have ceen', 'in kermany it seems to ce pretty mugh automatig pretty mugh all the time in frange and spain it all depends presumacly on sogial suctleties that you have to ce frengh or spanish to understand in italy why would you even cother when and how mugh to tip is a buestion that has ceen vexink visitors to europe for as lonk as people have ceen', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been veking visitors to europe for as long as people have been', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been']\n",
      "Iter 0 of start 1: du jnsibum df knnik fp an qsnffm ieho befpibfdh qsnffm ieho byy fon fdin du gsbuhn but kqbdu df byy tnqnutk qsnkeibaym pu kphdby keafynfdnk fobf mpe obwn fp an gsnuho ps kqbudko fp eutnskfbut du dfbym zom zpeyt mpe nwnu apfons zonu but opz ieho fp fdq dk b xenkfdpu fobf obk annu wnvduj wdkdfpsk fp nespqn gps bk ypuj bk qnpqyn obwn annu fsbwnyyduj bspeut fon hpufdunuf pefkdtn\n",
      "Iter 0 of start 2: ld xuftzdn lq auuta qv bu cfuqqn tohj zoqvtzqlh cfuqqn tohj zmm qju qltu ld ifzdhu zdk aczld lq zmm kucudka cfuaotzbmn vd avhlzm aobqmuqlua qjzq nvo jzsu qv bu ifudhj vf aczdlaj qv odkufaqzdk ld lqzmn wjn wvomk nvo usud bvqjuf wjud zdk jvw tohj qv qlc la z youaqlvd qjzq jza buud sueldx slalqvfa qv uofvcu ivf za mvdx za cuvcmu jzsu buud qfzsummldx zfvodk qju hvdqldudq voqalku\n",
      "Iter 0 of start 3: oq smrkpqu ow zmmkz wd ym irmwwu kbat pbwdkpwoa irmwwu kbat phh wtm wokm oq xrpqam pqc zipoq ow phh cmimqcz irmzbkpyhu dq zdaoph zbywhmwomz wtpw udb tpem wd ym xrmqat dr zipqozt wd bqcmrzwpqc oq owphu ftu fdbhc udb memq ydwtmr ftmq pqc tdf kbat wd woi oz p lbmzwodq wtpw tpz ymmq emgoqs eozowdrz wd mbrdim xdr pz hdqs pz imdihm tpem ymmq wrpemhhoqs prdbqc wtm adqwoqmqw dbwzocm\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been veking visitors to europe for as long as people have been travelling around the continent outside', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been travelling around the continent outside', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside']\n",
      "Iter 0 of start 1: of uawgrfb oi taagt is qa lwaiib gzmy rzisgriom lwaiib gzmy rvv iya ioga of xwrfma rfj tlrof oi rvv jalafjt lwatzgrqvb sf tsmorv tzqivaioat iyri bsz yrha is qa xwafmy sw tlrfoty is zfjawtirfj of oirvb cyb cszvj bsz ahaf qsiyaw cyaf rfj ysc gzmy is iol ot r pzatiosf iyri yrt qaaf hadofu hotoiswt is azwsla xsw rt vsfu rt laslva yrha qaaf iwrhavvofu rwszfj iya msfiofafi szitoja\n",
      "Iter 0 of start 2: up gokdbpy um coodc mf so qkommy dxea bxmfdbmue qkommy dxea bww mao mudo up zkbpeo bpt cqbup um bww toqoptc qkocxdbswy fp cfeubw cxsmwomuoc mabm yfx abro mf so zkopea fk cqbpuca mf xptokcmbpt up umbwy nay nfxwt yfx orop sfmaok naop bpt afn dxea mf muq uc b lxocmufp mabm abc soop roiupg rucumfkc mf oxkfqo zfk bc wfpg bc qofqwo abro soop mkbrowwupg bkfxpt mao efpmupopm fxmcuto\n",
      "Iter 0 of start 3: oz jdkyxzw oe bddyb ep nd gkdeew yiqr xiepyxeoq gkdeew yiqr xmm erd eoyd oz akxzqd xzl bgxoz oe xmm ldgdzlb gkdbiyxnmw pz bpqoxm binemdeodb erxe wpi rxvd ep nd akdzqr pk bgxzobr ep izldkbexzl oz oexmw frw fpiml wpi dvdz nperdk frdz xzl rpf yiqr ep eog ob x tidbeopz erxe rxb nddz vdsozj voboepkb ep dikpgd apk xb mpzj xb gdpgmd rxvd nddz ekxvdmmozj xkpizl erd qpzeozdze piebold\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been veking visitors to europe for as long as people have been travelling around the continent outside', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been travelling around the continent outside', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside']\n",
      "Iter 0 of start 1: pc qomzucf pj roozr jd vo smojjf zlny uljdzujpn smojjf zlny uaa jyo jpzo pc emucno ucb rsupc pj uaa bosocbr smorlzuvaf dc rdnpua rlvjaojpor jyuj fdl yugo jd vo emocny dm rsucpry jd lcbomrjucb pc pjuaf hyf hdlab fdl ogoc vdjyom hyoc ucb ydh zlny jd jps pr u wlorjpdc jyuj yur vooc gotpcq gprpjdmr jd olmdso edm ur adcq ur sodsao yugo vooc jmugoaapcq umdlcb jyo ndcjpcocj dljrpbo\n",
      "Iter 0 of start 2: pd vtucgdn pq zttcz qy wt sutqqn caxf gaqycgqpx sutqqn caxf gmm qft qpct pd rugdxt gdo zsgpd pq gmm otstdoz sutzacgwmn yd zyxpgm zawqmtqptz qfgq nya fght qy wt rutdxf yu zsgdpzf qy adotuzqgdo pd pqgmn ifn iyamo nya thtd wyqftu iftd gdo fyi caxf qy qps pz g katzqpyd qfgq fgz wttd htlpdv hpzpqyuz qy tauyst ryu gz mydv gz stysmt fght wttd qughtmmpdv guyado qft xydqpdtdq yaqzpot\n",
      "Iter 0 of start 3: xe czhoiel xb dzzod bp wz thzbbl okyf ikbpoibxy thzbbl okyf iss bfz bxoz xe rhieyz iem dtixe xb iss mztzemd thzdkoiwsl pe dpyxis dkwbszbxzd bfib lpk fijz bp wz rhzeyf ph dtiexdf bp kemzhdbiem xe xbisl afl apksm lpk zjze wpbfzh afze iem fpa okyf bp bxt xd i qkzdbxpe bfib fid wzze jzvxec jxdxbphd bp zkhptz rph id spec id tzptsz fijz wzze bhijzssxec ihpkem bfz ypebxezeb pkbdxmz\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been veking visitors to europe for as long as people have been travelling around the continent outside', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been travelling around the continent outside', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside']\n",
      "Iter 0 of start 1: xp wqyglph xm cqqgc mk aq byqmmh gzui lzmkglmxu byqmmh gzui lss miq mxgq xp fylpuq lpj cblxp xm lss jqbqpjc byqczglash kp ckuxls czamsqmxqc milm hkz ilnq mk aq fyqpui ky cblpxci mk zpjqycmlpj xp xmlsh dih dkzsj hkz qnqp akmiqy diqp lpj ikd gzui mk mxb xc l ezqcmxkp milm ilc aqqp nqrxpw nxcxmkyc mk qzykbq fky lc skpw lc bqkbsq ilnq aqqp mylnqssxpw lykzpj miq ukpmxpqpm kzmcxjq miqxy kdp ukzpmyh xm cqqgc\n",
      "Iter 0 of start 2: dv gshwovr dn fsswf nj ms ihsnnr wqae oqnjwonda ihsnnr wqae obb nes ndws dv zhovas ovt fiodv dn obb tsisvtf ihsfqwombr jv fjadob fqmnbsndsf neon rjq eols nj ms zhsvae jh fiovdfe nj qvtshfnovt dv dnobr uer ujqbt rjq slsv mjnesh uesv ovt eju wqae nj ndi df o xqsfndjv neon eof mssv lspdvg ldfdnjhf nj sqhjis zjh of bjvg of isjibs eols mssv nholsbbdvg ohjqvt nes ajvndvsvn jqnfdts nesdh juv ajqvnhr dn fsswf\n",
      "Iter 0 of start 3: vj detabjr vk ueeau kh ze ltekkr asmn bskhabkvm ltekkr asmn byy kne kvae vj qtbjme bjx ulbvj vk byy xelejxu lteusabzyr hj uhmvby uszkyekveu knbk rhs nbwe kh ze qtejmn ht ulbjvun kh sjxetukbjx vj vkbyr gnr ghsyx rhs ewej zhknet gnej bjx nhg asmn kh kvl vu b iseukvhj knbk nbu zeej wefvjd wvuvkhtu kh esthle qht bu yhjd bu lehlye nbwe zeej ktbweyyvjd bthsjx kne mhjkvjejk hskuvxe knevt hgj mhsjktr vk ueeau\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been travelling around the continent outside their own country it seems', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems']\n",
      "Iter 0 of start 1: qw igpxcwy qk dggxd kn og upgkky xhmz chknxckqm upgkky xhmz cff kzg kqxg qw lpcwmg cwe ducqw qk cff egugwed upgdhxcofy nw dnmqcf dhokfgkqgd kzck ynh zcsg kn og lpgwmz np ducwqdz kn hwegpdkcwe qw qkcfy tzy tnhfe ynh gsgw onkzgp tzgw cwe znt xhmz kn kqu qd c bhgdkqnw kzck zcd oggw sgvqwi sqdqknpd kn ghpnug lnp cd fnwi cd ugnufg zcsg oggw kpcsgffqwi cpnhwe kzg mnwkqwgwk nhkdqeg kzgqp ntw mnhwkpy qk dggxd\n",
      "Iter 0 of start 2: wk qftvhkl wy zffvz yn if mtfyyl vcux hcynvhywu mtfyyl vcux hgg yxf ywvf wk dthkuf hkj zmhwk wy hgg jfmfkjz mtfzcvhigl nk znuwhg zciygfywfz yxhy lnc xhof yn if dtfkux nt zmhkwzx yn ckjftzyhkj wk wyhgl sxl sncgj lnc fofk inyxft sxfk hkj xns vcux yn ywm wz h bcfzywnk yxhy xhz iffk ofawkq owzwyntz yn fctnmf dnt hz gnkq hz mfnmgf xhof iffk ythofggwkq htnckj yxf unkywkfky ncyzwjf yxfwt nsk unckytl wy zffvz\n",
      "Iter 0 of start 3: cd hsaxndo cr lssxl rq zs iasrro xvkm nvrqxnrck iasrro xvkm npp rms rcxs cd tandks ndb lincd cr npp bsisdbl iaslvxnzpo qd lqkcnp lvzrpsrcsl rmnr oqv mnjs rq zs tasdkm qa lindclm rq vdbsalrndb cd crnpo fmo fqvpb oqv sjsd zqrmsa fmsd ndb mqf xvkm rq rci cl n wvslrcqd rmnr mnl zssd jsycdh jclcrqal rq svaqis tqa nl pqdh nl isqips mnjs zssd ranjsppcdh naqvdb rms kqdrcdsdr qvrlcbs rmsca qfd kqvdrao cr lssxl\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been travelling around the continent outside their own country it seems', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems']\n",
      "Iter 0 of start 1: rn evwlknz ra bvvlb ai hv ywvaaz lcju kcailkarj ywvaaz lcju ktt auv arlv rn swknjv knm bykrn ra ktt mvyvnmb ywvbclkhtz in bijrkt bchatvarvb auka zic ukov ai hv swvnju iw byknrbu ai cnmvwbaknm rn raktz duz dictm zic vovn hiauvw duvn knm uid lcju ai ary rb k qcvbarin auka ukb hvvn ovfrne orbraiwb ai vcwiyv siw kb tine kb yviytv ukov hvvn awkovttrne kwicnm auv jinarnvna icabrmv auvrw idn jicnawz ra bvvlb\n",
      "Iter 0 of start 2: ec kqsricb ez nqqrn zw gq vsqzzb rayo iazwrizey vsqzzb rayo ihh zoq zerq ec jsicyq icm nviec ez ihh mqvqcmn vsqnarighb wc nwyeih nagzhqzeqn zoiz bwa oidq zw gq jsqcyo ws nviceno zw acmqsnzicm ec ezihb fob fwahm bwa qdqc gwzoqs foqc icm owf rayo zw zev en i taqnzewc zoiz oin gqqc dqpeck denezwsn zw qaswvq jws in hwck in vqwvhq oidq gqqc zsidqhheck iswacm zoq ywczecqcz waznemq zoqes wfc ywaczsb ez nqqrn\n",
      "Iter 0 of start 3: ga nchmfab gr pccmp rx wc uhcrrb mylo fyrxmfrgl uhcrrb mylo fii roc rgmc ga dhfalc fas pufga gr fii scucasp uhcpymfwib xa pxlgfi pywricrgcp rofr bxy ofkc rx wc dhcalo xh pufagpo rx yaschprfas ga grfib tob txyis bxy ckca wxroch toca fas oxt mylo rx rgu gp f jycprgxa rofr ofp wcca kczgan kgpgrxhp rx cyhxuc dxh fp ixan fp ucxuic ofkc wcca rhfkciigan fhxyas roc lxargacar xyrpgsc rocgh xta lxyarhb gr pccmp\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been travelling around the continent outside their own country it seems', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems']\n",
      "Iter 0 of start 1: jd hkpasdr jx ikkai xf ck wpkxxr aqmg sqxfasxjm wpkxxr aqmg see xgk xjak jd ypsdmk sdu iwsjd jx see ukwkdui wpkiqascer fd ifmjse iqcxekxjki xgsx rfq gsvk xf ck ypkdmg fp iwsdjig xf qdukpixsdu jd jxser tgr tfqeu rfq kvkd cfxgkp tgkd sdu gft aqmg xf xjw ji s oqkixjfd xgsx gsi ckkd vknjdh vjijxfpi xf kqpfwk yfp si efdh si wkfwek gsvk ckkd xpsvkeejdh spfqdu xgk mfdxjdkdx fqxijuk xgkjp ftd mfqdxpr jx ikkai kvkd kqpfwksdi ufd x ldft\n",
      "Iter 0 of start 2: zw ilyrewh za dllrd an pl gylaah rkcs ekanreazc gylaah rkcs eqq asl azrl zw myewcl ewt dgezw za eqq tlglwtd gyldkrepqh nw dnczeq dkpaqlazld asea hnk sejl an pl mylwcs ny dgewzds an kwtlydaewt zw zaeqh xsh xnkqt hnk ljlw pnasly xslw ewt snx rkcs an azg zd e fkldaznw asea sed pllw jluzwi jzdzanyd an lkyngl mny ed qnwi ed glngql sejl pllw ayejlqqzwi eynkwt asl cnwazwlwa nkadztl aslzy nxw cnkwayh za dllrd ljlw lkynglewd tnw a bwnx\n",
      "Iter 0 of start 3: fr sgkatri fh lggal hm og ekghhi awdx twhmathfd ekghhi awdx tbb hxg hfag fr yktrdg tru letfr fh tbb ugegrul ekglwatobi mr lmdftb lwohbghfgl hxth imw xtqg hm og ykgrdx mk letrflx hm wrugklhtru fr fhtbi cxi cmwbu imw gqgr omhxgk cxgr tru xmc awdx hm hfe fl t vwglhfmr hxth xtl oggr qgpfrs qflfhmkl hm gwkmeg ymk tl bmrs tl egmebg xtqg oggr hktqgbbfrs tkmwru hxg dmrhfrgrh mwhlfug hxgfk mcr dmwrhki fh lggal gqgr gwkmegtrl umr h zrmc\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow']\n",
      "Iter 0 of start 1: yj gqvbdjf yo aqqba or wq lvqoof bnzu dnorbdoyz lvqoof bnzu dii ouq oybq yj cvdjzq djx aldyj yo dii xqlqjxa lvqanbdwif rj arzydi anwoiqoyqa oudo frn udpq or wq cvqjzu rv aldjyau or njxqvaodjx yj yodif euf ernix frn qpqj wrouqv euqj djx ure bnzu or oyl ya d snqaoyrj oudo uda wqqj pqmyjg pyayorva or qnvrlq crv da irjg da lqrliq udpq wqqj ovdpqiiyjg dvrnjx ouq zrjoyjqjo rnoayxq ouqyv rej zrnjovf yo aqqba qpqj qnvrlqdja xrj o tjre\n",
      "Iter 0 of start 2: ch wayuqhg cx zaauz xd ja myaxxg ubvk qbxduqxcv myaxxg ubvk qee xka xcua ch tyqhva qhp zmqch cx qee pamahpz myazbuqjeg dh zdvcqe zbjxeaxcaz xkqx gdb kqfa xd ja tyahvk dy zmqhczk xd bhpayzxqhp ch cxqeg skg sdbep gdb afah jdxkay skah qhp kds ubvk xd xcm cz q rbazxcdh xkqx kqz jaah faochw fczcxdyz xd abydma tdy qz edhw qz madmea kqfa jaah xyqfaeechw qydbhp xka vdhxchahx dbxzcpa xkacy dsh vdbhxyg cx zaauz afah abydmaqhz pdh x ihds\n",
      "Iter 0 of start 3: so ikcqbot sd nkkqn da mk pckddt qjfw bjdaqbdsf pckddt qjfw bee dwk dsqk so rcbofk bov npbso sd bee vkpkovn pcknjqbmet ao nafsbe njmdekdskn dwbd taj wbhk da mk rckofw ac npbosnw da jovkcndbov so sdbet uwt uajev taj khko madwkc uwko bov wau qjfw da dsp sn b ljkndsao dwbd wbn mkko hkzsoi hsnsdacn da kjcapk rac bn eaoi bn pkapek wbhk mkko dcbhkeesoi bcajov dwk faodsokod ajdnsvk dwksc auo fajodct sd nkkqn khko kjcapkbon vao d xoau\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow']\n",
      "Iter 0 of start 1: yo bnrhgop ys cnnhc sl zn arnssp hkmx gkslhgsym arnssp hkmx gee sxn syhn yo trgomn god cagyo ys gee dnanodc arnckhgzep lo clmyge ckzsensync sxgs plk xgqn sl zn trnomx lr cagoycx sl kodnrcsgod yo ysgep vxp vlked plk nqno zlsxnr vxno god xlv hkmx sl sya yc g fkncsylo sxgs xgc znno qnwyob qycyslrc sl nkrlan tlr gc elob gc anlaen xgqn znno srgqneeyob grlkod sxn mlosyonos lkscydn sxnyr lvo mlkosrp ys cnnhc nqno nkrlangoc dlo s uolv\n",
      "Iter 0 of start 2: be zqhisej bt gqqig tx fq whqttj iarl satxistbr whqttj iarl scc tlq tbiq be nhserq sev gwsbe bt scc vqwqevg whqgaisfcj xe gxrbsc gaftcqtbqg tlst jxa lskq tx fq nhqerl xh gwsebgl tx aevqhgtsev be btscj dlj dxacv jxa qkqe fxtlqh dlqe sev lxd iarl tx tbw bg s oaqgtbxe tlst lsg fqqe kqmbez kbgbtxhg tx qahxwq nxh sg cxez sg wqxwcq lskq fqqe thskqccbez shxaev tlq rxetbeqet xatgbvq tlqbh xde rxaethj bt gqqig qkqe qahxwqseg vxe t uexd\n",
      "Iter 0 of start 3: uc zenybcl ut keeyk ts he mnettl yaiv batsybtui mnettl yaiv bww tve tuye uc qnbcie bco kmbuc ut bww oemecok mnekaybhwl sc ksiubw kahtwetuek tvbt lsa vbje ts he qneciv sn kmbcukv ts acoenktbco uc utbwl dvl dsawo lsa ejec hstven dvec bco vsd yaiv ts tum uk b faektusc tvbt vbk heec jexucz jukutsnk ts eansme qsn bk wscz bk mesmwe vbje heec tnbjewwucz bnsaco tve isctucect satkuoe tveun sdc isactnl ut keeyk ejec eansmebck osc t gcsd\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow']\n",
      "Iter 0 of start 1: bt aknivtj by xkkix yl rk gnkyyj isuo vsylivybu gnkyyj isuo vww yok ybik bt dnvtuk vtc xgvbt by vww ckgktcx gnkxsivrwj lt xlubvw xsrywkybkx yovy jls ovpk yl rk dnktuo ln xgvtbxo yl stcknxyvtc bt byvwj zoj zlswc jls kpkt rlyokn zokt vtc olz isuo yl ybg bx v eskxyblt yovy ovx rkkt pkqbta pbxbylnx yl ksnlgk dln vx wlta vx gklgwk ovpk rkkt ynvpkwwbta vnlstc yok ultybtkty lsyxbck yokbn lzt ulstynj by xkkix kpkt ksnlgkvtx clt y mtlz yok vtxzkn vuulncbta yl tkz\n",
      "Iter 0 of start 2: ml dtnqilg mr kttqk rp yt hntrrg qwfo iwrpqirmf hntrrg qwfo ibb rot rmqt ml jnilft ilv khiml mr ibb vthtlvk hntkwqiybg pl kpfmib kwyrbtrmtk roir gpw oiat rp yt jntlfo pn khilmko rp wlvtnkrilv ml mribg eog epwbv gpw tatl yprotn eotl ilv ope qwfo rp rmh mk i zwtkrmpl roir oik yttl atxmld amkmrpnk rp twnpht jpn ik bpld ik htphbt oiat yttl rniatbbmld inpwlv rot fplrmltlr pwrkmvt rotmn pel fpwlrng mr kttqk tatl twnphtilk vpl r clpe rot ilketn iffpnvmld rp lte\n",
      "Iter 0 of start 3: ml vtdwxli ma ettwe ah ut gdtaai wcbj xcahwxamb gdtaai wcbj xss ajt amwt ml ydxlbt xlr egxml ma xss rtgtlre gdtecwxusi hl ehbmxs ecuastamte ajxa ihc jxzt ah ut ydtlbj hd egxlmej ah clrtdeaxlr ml maxsi pji phcsr ihc tztl uhajtd pjtl xlr jhp wcbj ah amg me x kcteamhl ajxa jxe uttl ztomlv zmemahde ah tcdhgt yhd xe shlv xe gthgst jxzt uttl adxztssmlv xdhclr ajt bhlamltla hcaemrt ajtmd hpl bhcladi ma ettwe tztl tcdhgtxle rhl a flhp ajt xleptd xbbhdrmlv ah ltp\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow the answer according to new', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow the answer according to new']\n",
      "Iter 0 of start 1: hm zsikqmd hy esske yn ls tisyyd kjgv qjynkqyhg tisyyd kjgv qaa yvs yhks hm piqmgs qmw etqhm hy qaa wstsmwe tisejkqlad nm enghqa ejlyasyhse yvqy dnj vqxs yn ls pismgv ni etqmhev yn jmwsieyqmw hm hyqad fvd fnjaw dnj sxsm lnyvsi fvsm qmw vnf kjgv yn yht he q bjseyhnm yvqy vqe lssm xsohmz xhehynie yn sjints pni qe anmz qe tsntas vqxs lssm yiqxsaahmz qinjmw yvs gnmyhmsmy njyehws yvshi nfm gnjmyid hy esske sxsm sjintsqme wnm y umnf yvs qmefsi qggniwhmz yn msf\n",
      "Iter 0 of start 2: er nfbodrh eq jffoj qz cf ubfqqh oisp diqzodqes ubfqqh oisp dmm qpf qeof er vbdrsf drw juder eq dmm wfufrwj ubfjiodcmh zr jzsedm jicqmfqefj qpdq hzi pdxf qz cf vbfrsp zb judrejp qz irwfbjqdrw er eqdmh yph yzimw hzi fxfr czqpfb ypfr drw pzy oisp qz qeu ej d tifjqezr qpdq pdj cffr xfgern xejeqzbj qz fibzuf vzb dj mzrn dj ufzumf pdxf cffr qbdxfmmern dbzirw qpf szrqerfrq ziqjewf qpfeb zyr szirqbh eq jffoj fxfr fibzufdrj wzr q lrzy qpf drjyfb dsszbwern qz rfy\n",
      "Iter 0 of start 3: pb vhgcnbs pe yhhcy ed mh aghees crxo nredcnepx aghees crxo nkk eoh epch pb wgnbxh nbq yanpb pe nkk qhahbqy aghyrcnmks db ydxpnk yrmekhephy eone sdr onth ed mh wghbxo dg yanbpyo ed rbqhgyenbq pb penks jos jdrkq sdr hthb mdeohg johb nbq odj crxo ed epa py n urhyepdb eone ony mhhb thfpbv tpypedgy ed hrgdah wdg ny kdbv ny ahdakh onth mhhb egnthkkpbv ngdrbq eoh xdbepbhbe dreypqh eohpg djb xdrbegs pe yhhcy hthb hrgdahnby qdb e lbdj eoh nbyjhg nxxdgqpbv ed bhj\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow the answer according to new', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow the answer according to new']\n",
      "Iter 0 of start 1: ep vaftnpq eh gaatg hw xa ofahhq tzsk nzhwtnhes ofahhq tzsk njj hka heta ep mfnpsa npr gonep eh njj raoaprg ofagztnxjq wp gwsenj gzxhjaheag hknh qwz knda hw xa mfapsk wf gonpegk hw zprafghnpr ep ehnjq ckq cwzjr qwz adap xwhkaf ckap npr kwc tzsk hw heo eg n izaghewp hknh kng xaap dalepv degehwfg hw azfwoa mwf ng jwpv ng oawoja knda xaap hfndajjepv nfwzpr hka swphepaph wzhgera hkaef wcp swzphfq eh gaatg adap azfwoanpg rwp h ypwc hka npgcaf nsswfrepv hw pac\n",
      "Iter 0 of start 2: jt ecudatz jp kccdk pm bc rucppz dnxs anpmdapjx rucppz dnxs aqq psc pjdc jt iuatxc atf krajt jp aqq fcrctfk ruckndabqz mt kmxjaq knbpqcpjck psap zmn sayc pm bc iuctxs mu kratjks pm ntfcukpatf jt jpaqz vsz vmnqf zmn cyct bmpscu vsct atf smv dnxs pm pjr jk a lnckpjmt psap sak bcct ycgjte yjkjpmuk pm cnumrc imu ak qmte ak rcmrqc sayc bcct puaycqqjte aumntf psc xmtpjtctp mnpkjfc pscju mvt xmntpuz jp kccdk cyct cnumrcatk fmt p wtmv psc atkvcu axxmufjte pm tcv\n",
      "Iter 0 of start 3: oh nygciht ob myycm bv ly ugybbt cqfx iqbvcibof ugybbt cqfx iww bxy bocy oh rgihfy ihz muioh ob iww zyuyhzm ugymqcilwt vh mvfoiw mqlbwyboym bxib tvq xijy bv ly rgyhfx vg muihomx bv qhzygmbihz oh obiwt kxt kvqwz tvq yjyh lvbxyg kxyh ihz xvk cqfx bv bou om i sqymbovh bxib xim lyyh jydohn jomobvgm bv yqgvuy rvg im wvhn im uyvuwy xijy lyyh bgijywwohn igvqhz bxy fvhbohyhb vqbmozy bxyog vkh fvqhbgt ob myycm yjyh yqgvuyihm zvh b phvk bxy ihmkyg iffvgzohn bv hyk\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veqing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow the answer according to new', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow the answer according to new']\n",
      "Iter 0 of start 1: ih bfwtuhz ie pfftp ev kf qwfeez tnra unevtueir qwfeez tnra ujj eaf eitf ih swuhrf uhc pquih ie ujj cfqfhcp qwfpntukjz vh pvriuj pnkejfeifp eaue zvn auof ev kf swfhra vw pquhipa ev nhcfwpeuhc ih ieujz gaz gvnjc zvn fofh kveafw gafh uhc avg tnra ev eiq ip u ynfpeivh eaue aup kffh oflihb oipievwp ev fnwvqf svw up jvhb up qfvqjf auof kffh ewuofjjihb uwvnhc eaf rvheihfhe vnepicf eafiw vgh rvnhewz ie pfftp fofh fnwvqfuhp cvh e dhvg eaf uhpgfw urrvwcihb ev hfg qvjjihb kz zvnbvo ih pil\n",
      "Iter 0 of start 2: go behlcoy gn teelt na je vhenny lrfq crnalcngf vhenny lrfq css nqe ngle go ihcofe cop tvcgo gn css peveopt vhetrlcjsy ao tafgcs trjnsenget nqcn yar qcue na je iheofq ah tvcogtq na ropehtncop go gncsy kqy karsp yar eueo janqeh kqeo cop qak lrfq na ngv gt c wretngao nqcn qct jeeo uemgob ugtgnaht na erhave iah ct saob ct veavse qcue jeeo nhcuessgob charop nqe faongoeon arntgpe nqegh ako faronhy gn teelt eueo erhavecot pao n doak nqe cotkeh cffahpgob na oek vassgob jy yarbau go tgm\n",
      "Iter 0 of start 3: xk dtmboky xf lttbl fr nt umtffy bvwi ovfrbofxw umtffy bvwi ogg fit fxbt xk amokwt okc luoxk xf ogg ctutkcl umtlvbongy rk lrwxog lvnfgtfxtl fiof yrv ioqt fr nt amtkwi rm luokxli fr vkctmlfokc xk xfogy ziy zrvgc yrv tqtk nrfitm zitk okc irz bvwi fr fxu xl o svtlfxrk fiof iol nttk qtpxkd qxlxfrml fr tvmrut arm ol grkd ol utrugt ioqt nttk fmoqtggxkd omrvkc fit wrkfxktkf rvflxct fitxm rzk wrvkfmy xf lttbl tqtk tvmrutokl crk f hkrz fit oklztm owwrmcxkd fr ktz urggxkd ny yrvdrq xk lxp\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow the answer according to new polling by yougov in sik', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new polling by yougov in six', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new polling by yougov in six', 'in germany it seems to be fretty much automatic fretty much all the time in prance and sfain it all defends fresumably on social subtleties that you have to be prench or sfanish to understand in italy why would you even bother when and how much to tif is a juestion that has been veking visitors to eurofe por as long as feofle have been travelling around the continent outside their own country it seems even eurofeans don t qnow the answer according to new folling by yougov in sik', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow the answer according to new polling by yougov in six']\n",
      "Iter 0 of start 1: hp rgtkapo hw jggkj wb xg etgwwo knlz anwbkawhl etgwwo knlz aff wzg whkg hp qtaplg aps jeahp hw aff sgegpsj etgjnkaxfo bp jblhaf jnxwfgwhgj wzaw obn zavg wb xg qtgplz bt jeaphjz wb npsgtjwaps hp hwafo uzo ubnfs obn gvgp xbwzgt uzgp aps zbu knlz wb whe hj a dngjwhbp wzaw zaj xggp vgmhpr vhjhwbtj wb gntbeg qbt aj fbpr aj egbefg zavg xggp wtavgffhpr atbnps wzg lbpwhpgpw bnwjhsg wzght bup lbnpwto hw jggkj gvgp gntbegapj sbp w ypbu wzg apjugt allbtshpr wb pgu ebffhpr xo obnrbv hp jhm\n",
      "Iter 0 of start 2: ae fxjgzec ah sxxgs ho lx vjxhhc gkmd zkhogzham vjxhhc gkmd znn hdx hagx ae ujzemx zep svzae ah znn pxvxeps vjxskgzlnc oe somazn sklhnxhaxs hdzh cok dzix ho lx ujxemd oj svzeasd ho kepxjshzep ae ahznc wdc woknp cok xixe lohdxj wdxe zep dow gkmd ho hav as z qkxshaoe hdzh dzs lxxe ixyaef iasahojs ho xkjovx uoj zs noef zs vxovnx dzix lxxe hjzixnnaef zjokep hdx moehaexeh okhsapx hdxaj owe mokehjc ah sxxgs xixe xkjovxzes poe h teow hdx zeswxj zmmojpaef ho exw vonnaef lc cokfoi ae say\n",
      "Iter 0 of start 3: dn gtlsqnp dk wttsw kc at bltkkp sfvx qfkcsqkdv bltkkp sfvx qyy kxt kdst dn hlqnvt qnm wbqdn dk qyy mtbtnmw bltwfsqayp cn wcvdqy wfakytkdtw kxqk pcf xqut kc at hltnvx cl wbqndwx kc fnmtlwkqnm dn dkqyp exp ecfym pcf tutn ackxtl extn qnm xce sfvx kc kdb dw q jftwkdcn kxqk xqw attn utodng udwdkclw kc tflcbt hcl qw ycng qw btcbyt xqut attn klqutyydng qlcfnm kxt vcnkdntnk cfkwdmt kxtdl cen vcfnklp dk wttsw tutn tflcbtqnw mcn k ince kxt qnwetl qvvclmdng kc nte bcyydng ap pcfgcu dn wdo\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow the answer according to new polling by yougov in sik', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new polling by yougov in six', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new polling by yougov in six', 'in germany it seems to be fretty much automatic fretty much all the time in prance and sfain it all defends fresumably on social subtleties that you have to be prench or sfanish to understand in italy why would you even bother when and how much to tif is a juestion that has been veking visitors to eurofe por as long as feofle have been travelling around the continent outside their own country it seems even eurofeans don t qnow the answer according to new folling by yougov in sik', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow the answer according to new polling by yougov in six']\n",
      "Iter 0 of start 1: ec mlaxscq eu zllxz uo gl jaluuq xyfk syuoxsuef jaluuq xyfk stt ukl uexl ec wascfl scp zjsec eu stt pljlcpz jalzyxsgtq oc zofest zygutluelz uksu qoy ksil uo gl walcfk oa zjscezk uo ycplazuscp ec eustq rkq roytp qoy lilc goukla rklc scp kor xyfk uo uej ez s bylzueoc uksu ksz gllc ilhecm iezeuoaz uo lyaojl woa sz tocm sz jlojtl ksil gllc uasilttecm saoycp ukl focueclcu oyuzepl uklea orc foycuaq eu zllxz lilc lyaojlscz poc u ncor ukl sczrla sffoapecm uo clr jottecm gq qoymoi ec zeh\n",
      "Iter 0 of start 2: wl mustblc wv nuutn ve xu zsuvvc tjqh bjvetbvwq zsuvvc tjqh bff vhu vwtu wl ysblqu bld nzbwl wv bff duzuldn zsunjtbxfc el neqwbf njxvfuvwun vhbv cej hbou ve xu ysulqh es nzblwnh ve jldusnvbld wl wvbfc ghc gejfd cej uoul xevhus ghul bld heg tjqh ve vwz wn b kjunvwel vhbv hbn xuul ourwlm ownwvesn ve ujsezu yes bn felm bn zuezfu hbou xuul vsbouffwlm bsejld vhu qelvwlulv ejvnwdu vhuws egl qejlvsc wv nuutn uoul ujsezubln del v pleg vhu blngus bqqesdwlm ve lug zeffwlm xc cejmeo wl nwr\n",
      "Iter 0 of start 3: ba knqvcaw bt hnnvh te mn xqnttw vijp citevctbj xqnttw vijp css tpn tbvn ba uqcajn caf hxcba bt css fnxnafh xqnhivcmsw ea hejbcs himtsntbnh tpct wei pcgn te mn uqnajp eq hxcabhp te iafnqhtcaf ba btcsw zpw zeisf wei ngna metpnq zpna caf pez vijp te tbx bh c oinhtbea tpct pch mnna gnlbak gbhbteqh te niqexn ueq ch seak ch xnexsn pcgn mnna tqcgnssbak cqeiaf tpn jeatbanat eithbfn tpnbq eza jeiatqw bt hnnvh ngna niqexncah fea t raez tpn cahznq cjjeqfbak te anz xessbak mw weikeg ba hbl\n",
      "['in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been veking visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow the answer according to new polling by yougov in sik', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a question that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new polling by yougov in six', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t know the answer according to new polling by yougov in six', 'in germany it seems to be fretty much automatic fretty much all the time in prance and sfain it all defends fresumably on social subtleties that you have to be prench or sfanish to understand in italy why would you even bother when and how much to tif is a juestion that has been veking visitors to eurofe por as long as feofle have been travelling around the continent outside their own country it seems even eurofeans don t qnow the answer according to new folling by yougov in sik', 'in germany it seems to be pretty much automatic pretty much all the time in france and spain it all depends presumably on social subtleties that you have to be french or spanish to understand in italy why would you even bother when and how much to tip is a juestion that has been vexing visitors to europe for as long as people have been travelling around the continent outside their own country it seems even europeans don t qnow the answer according to new polling by yougov in six']\n",
      "Iter 0 of start 1: phopkh ot mheghyi hzyoph r kriqxif mre jrqh gbxe joyixif oi gbh voreg ot tyrivh nw gyoope ot gbh rkkxhq\n",
      "Iter 0 of start 2: lsklts kf mseysvw savkls d tdwiuwh mde qdis yzue qkvwuwh kw yzs pkdey kf fvdwps xg yvkkle kf yzs dttusi\n",
      "Iter 0 of start 3: cbwcyb wi kbzmbtj bntwcb v yvjgdja kvz xvgb modz xwtjdja wj mob lwvzm wi itvjlb pq mtwwcz wi mob vyydbg\n",
      "['ueoule of mestern eproue a landing mas wade this worning on the coast of france by troous of the allied', 'ueoule of western eproue a landing was made this morning on the coast of france by troous of the allied', 'ueoule of bestern eproue a landing bas wade this worning on the coast of france my troous of the allied', 'ueoule of mestern eproue a lancind mas wace this wornind on the goast of frange by troous of the alliec', 'ueoule of western eproue a landing was bade this borning on the coast of france my troous of the allied']\n",
      "Iter 0 of start 1: bjlbcj lv ijeajpz joplbj w cwzmyzt iwe swmj arye slpzyzt lz arj xlwea lv vpwzxj kf apllbe lv arj wccyjm\n",
      "Iter 0 of start 2: xjzxgj zp tjyfjws jqwzxj c gcslesv tcy aclj fbey azwsesv zs fbj kzcyf zp pwcskj uo fwzzxy zp fbj cggejl\n",
      "Iter 0 of start 3: fuvfdu vz quwkubr uxbvfu c dcraire qcw hcau ksiw hvbrire vr ksu pvcwk vz zbcrpu ot kbvvfw vz ksu cddiua\n",
      "['ueoule of mestern eproue a landing mas wade this worning on the coast of france by troous of the allied', 'ueoule of western eproue a landing was made this morning on the coast of france by troous of the allied', 'ueoule of bestern eproue a landing bas wade this worning on the coast of france my troous of the allied', 'ueoule of mestern eproue a lancind mas wace this wornind on the goast of frange by troous of the alliec', 'ueoule of western eproue a landing was bade this borning on the coast of france my troous of the allied']\n",
      "Iter 0 of start 1: nbandb al kbtibvw bxvanb h dhwumwy kht chub ismt cavwmwy aw isb oahti al lvhwob fj ivaant al isb hddmbu\n",
      "Iter 0 of start 2: vpevsp eu lpkopqj pmqevp t stjaxjy ltk itap orxk ieqjxjy ej orp getko eu uqtjgp zf oqeevk eu orp tssxpa\n",
      "Iter 0 of start 3: gpjgzp jl wpnvpck pucjgp d zdkqxky wdn tdqp vaxn tjckxky jk vap bjdnv jl lcdkbp oi vcjjgn jl vap dzzxpq\n",
      "['ueoule of mestern eproue a landing mas wade this worning on the coast of france by troous of the allied', 'ueoule of western eproue a landing was made this morning on the coast of france by troous of the allied', 'ueoule of bestern eproue a landing bas wade this worning on the coast of france my troous of the allied', 'ueoule of mestern eproue a lancind mas wace this wornind on the goast of frange by troous of the alliec', 'ueoule of western eproue a landing was bade this borning on the coast of france my troous of the allied']\n",
      "Iter 0 of start 1: xjzxmj zn pjoijvu jwvzxj f mfuebul pfo sfej iqbo szvubul zu iqj rzfoi zn nvfurj yd ivzzxo zn iqj fmmbje jkxjebibzufvd nzvrj iqbo mfuebul bo\n",
      "Iter 0 of start 2: suqszu qk yuncuam uxaqsu o zomwimg yon jowu ctin jqamimg qm ctu eqonc qk kaomeu bh caqqsn qk ctu ozziuw ufsuwiciqmoah kqaeu ctin zomwimg in\n",
      "Iter 0 of start 3: cyrcmy rg pyxjytd yetrcy z mzdlvds pzx kzly jivx krtdvds rd jiy orzxj rg gtzdoy ah jtrrcx rg jiy zmmvyl yncylvjvrdzth grtoy jivx mzdlvds vx\n",
      "['hethle to wenseur emuthe a lardiry wan fade spin fturiry tr spe ctans to ouarce jg sutthn to spe allied evhedisitraug otuce spin lardiry in', 'hethle to wenseur emuthe a lardiry wan fade spin fturiry tr spe ctans to ouarce qg sutthn to spe allied evhedisitraug otuce spin lardiry in', 'hethle to menseur ebuthe a lardiry man fade spin fturiry tr spe ctans to ouarce vg sutthn to spe allied ewhedisitraug otuce spin lardiry in', 'hethle to menseur eputhe a lardiry man fade swin fturiry tr swe ctans to ouarce jg sutthn to swe allied evhedisitraug otuce swin lardiry in', 'hethle to benseur emuthe a lardiry ban fade spin fturiry tr spe ctans to ouarce vg sutthn to spe allied ewhedisitraug otuce spin lardiry in']\n",
      "Iter 0 of start 1: flefhl en pluklsr losefl v hvrwtrd pvu qvwl kztu qesrtrd er kzl mevuk en nsvrml ag kseefu en kzl vhhtlw ljflwtktervsg nesml kztu hvrwtrd tu\n",
      "Iter 0 of start 2: goygso yv aorqomb ofmygo i sibthbj air cito qkhr cymbhbj yb qko lyirq yv vmiblo wu qmyygr yv qko isshot ozgothqhybimu vymlo qkhr sibthbj hr\n",
      "Iter 0 of start 3: uqbugq bx vqhtqrc qyrbuq f gfcsjce vfh nfsq tpjh nbrcjce bc tpq ibfht bx xrfciq zo trbbuh bx tpq fggjqs qduqsjtjbcfro xbriq tpjh gfcsjce jh\n",
      "['ueoule of mestern eproue a landing mas wade this worning on the coast of france by troous of the allied equeditionary force this landing is', 'ueoule of western eproue a landing was made this morning on the coast of france by troous of the allied equeditionary force this landing is', 'ueoule of bestern eproue a landing bas wade this worning on the coast of france my troous of the allied equeditionary force this landing is', 'ueoule of mestern eproue a landing mas wade this worning on the coast of france jy troous of the allied ebueditionary force this landing is', 'ueoule of bestern eproue a landing bas wade this worning on the coast of france jy troous of the allied emueditionary force this landing is']\n",
      "Iter 0 of start 1: osvofs vl tsazsqy seqvos i fiyumyw tia jius zrma jvqymyw vy zrs bviaz vl lqiybs gk zqvvoa vl zrs iffmsu sxosumzmvyiqk lvqbs zrma fiyumyw ma\n",
      "Iter 0 of start 2: ireior ew nrdmryq rkyeir h ohqulqg nhd phur mbld peyqlqg eq mbr aehdm ew wyhqar vc myeeid ew mbr hoolru rxirulmleqhyc weyar mbld ohqulqg ld\n",
      "Iter 0 of start 3: djrdgj rc ajkvjhi jxhrdj z gzimnil azk yzmj vpnk yrhinil ri vpj orzkv rc chzioj qb vhrrdk rc vpj zggnjm jedjmnvnrizhb crhoj vpnk gzimnil nk\n",
      "['ueoule of mestern eproue a landing mas wade this worning on the coast of france by troous of the allied equeditionary force this landing is', 'ueoule of western eproue a landing was made this morning on the coast of france by troous of the allied equeditionary force this landing is', 'ueoule of bestern eproue a landing bas wade this worning on the coast of france my troous of the allied equeditionary force this landing is', 'ueoule of mestern eproue a landing mas wade this worning on the coast of france jy troous of the allied ebueditionary force this landing is', 'ueoule of bestern eproue a landing bas wade this worning on the coast of france jy troous of the allied emueditionary force this landing is']\n",
      "Iter 0 of start 1: yacyia cq patdaob auocya w iwbzkbm pwt vwza dgkt vcobkbm cb dga rcwtd cq qowbra js doccyt cq dga wiikaz afyazkdkcbwos qcora dgkt iwbzkbm kt ywod cq dga rcbraodaz ubkdaz\n",
      "Iter 0 of start 2: outoiu tp yuxrukn ujktou l ilnqvng ylx zlqu rmvx ztknvng tn rmu dtlxr tp pklndu cb rkttox tp rmu liivuq ueouqvrvtnlkb ptkdu rmvx ilnqvng vx olkr tp rmu dtndukruq jnvruq\n",
      "Iter 0 of start 3: ngontg oq dgebgsr gzsong c tcrfwrk dce icfg bmwe iosrwrk or bmg poceb oq qscrpg uj bsoone oq bmg cttwgf gxngfwbworcsj qospg bmwe tcrfwrk we ncsb oq bmg porpgsbgf zrwbgf\n",
      "['ueoume of bendert ecroue a matlity ban wale dsin wortity ot dse hoand of frathe vg drooun of dse ammiel epuelidiotarg forhe dsin matlity in uard of dse hotherdel ctidel', 'ueoume of bendert eproue a matlity ban wale dsin wortity ot dse hoand of frathe vg drooun of dse ammiel ecuelidiotarg forhe dsin matlity in uard of dse hotherdel ptidel', 'ueoume of bendert ecroue a matlity ban wale dsin wortity ot dse hoand of frathe jg drooun of dse ammiel epuelidiotarg forhe dsin matlity in uard of dse hotherdel ctidel', 'ueoume of bendert eproue a matlity ban wale dsin wortity ot dse hoand of frathe jg drooun of dse ammiel ecuelidiotarg forhe dsin matlity in uard of dse hotherdel ptidel', 'ueoume of wendert ecroue a matlity wan bale dsin bortity ot dse hoand of frathe vg drooun of dse ammiel epuelidiotarg forhe dsin matlity in uard of dse hotherdel ctidel']\n",
      "Iter 0 of start 1: tmqtzm qu nmwfmep mleqtm j zjpbkpo njw hjbm frkw hqepkpo qp frm gqjwf qu uejpgm ca feqqtw qu frm jzzkmb mytmbkfkqpjea uqegm frkw zjpbkpo kw tjef qu frm gqpgmefmb lpkfmb\n",
      "Iter 0 of start 2: ouvoqu vc zuybulh urlvou e qehnihk zey menu bxiy mvlhihk vh bxu dveyb vc clehdu ga blvvoy vc bxu eqqiun ujounibivhela cvldu bxiy qehnihk iy oelb vc bxu dvhdulbun rhibun\n",
      "Iter 0 of start 3: qymqsy ml kyxhypc yzpmqy d sdcrvcw kdx ndry hjvx nmpcvcw mc hjy bmdxh ml lpdcby tu hpmmqx ml hjy dssvyr yeqyrvhvmcdpu lmpby hjvx sdcrvcw vx qdph ml hjy bmcbyphyr zcvhyr\n",
      "['weowle of mestern eurowe a landing mas pade this porning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united', 'weowle of bestern eurowe a landing bas pade this porning on the coast of france my troows of the allied evweditionary force this landing is wart of the concerted united', 'meomle of western eurome a landing was pade this porning on the coast of france by trooms of the allied eqmeditionary force this landing is mart of the concerted united', 'meomle of pestern eurome a landing pas wade this worning on the coast of france by trooms of the allied eqmeditionary force this landing is mart of the concerted united']\n",
      "Iter 0 of start 1: rpirhp ij upgepmt pdmirp a hatcytn uag sacp ekyg simtytn it ekp xiage ij jmatxp vq emiirg ij ekp ahhypc pfrpcyeyitamq jimxp ekyg hatcytn yg rame ij ekp xitxpmepc dtyepc\n",
      "Iter 0 of start 2: nohnfo hk todjolq oglhno e feqmzqi ted vemo jbzd vhlqzqi hq jbo ahedj hk kleqao sp jlhhnd hk jbo effzom ownomzjzhqelp khlao jbzd feqmzqi zd nelj hk jbo ahqaoljom gqzjom\n",
      "Iter 0 of start 3: yecyxe cr iehgeub ezucye t xtbanbs ith qtae gonh qcubnbs cb goe kcthg cr rutbke fd guccyh cr goe txxnea elyeangncbtud rcuke gonh xtbanbs nh ytug cr goe kcbkeugea zbngea\n",
      "['weowle of mestern eurowe a landing mas pade this porning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united', 'weowle of bestern eurowe a landing bas pade this porning on the coast of france my troows of the allied evweditionary force this landing is wart of the concerted united', 'meomle of western eurome a landing was pade this porning on the coast of france by trooms of the allied eqmeditionary force this landing is mart of the concerted united', 'meomle of pestern eurome a landing pas wade this worning on the coast of france by trooms of the allied eqmeditionary force this landing is mart of the concerted united']\n",
      "Iter 0 of start 1: mawmpa wl ragqand abnwma y pydjsdh ryg kyja qisg kwndsdh wd qia twygq wl lnydta ou qnwwmg wl qia yppsaj aemajsqswdynu lwnta qisg pydjsdh sg mynq wl qia twdtanqaj bdsqaj dyqswdg mpyd lwn qia psoanyqswd\n",
      "Iter 0 of start 2: gdvgsd vk ydfqdhe dbhvgd l sletjeu ylf rltd qojf rvhejeu ve qod cvlfq vk khlecd wa qhvvgf vk qod lssjdt dxgdtjqjvelha kvhcd qojf sletjeu jf glhq vk qod cvecdhqdt bejqdt elqjvef gsle kvh qod sjwdhlqjve\n",
      "Iter 0 of start 3: uqeugq em pqcbqfj qtfeuq a gajvkjn pac xavq bokc xefjkjn ej boq weacb em mfajwq li bfeeuc em boq aggkqv qruqvkbkejafi mefwq bokc gajvkjn kc uafb em boq wejwqfbqv tjkbqv jabkejc ugaj mef boq gklqfabkej\n",
      "['leilfe id cesment eunile o fotraty cos wore mqas wintaty it mqe hiosm id dnothe vg mniils id mqe offaer epleramaitong dinhe mqas fotraty as lonm id mqe hithenmer utamer tomaits lfot din mqe favenomait', 'leilfe id besment eunile o fotraty bos wore mqas wintaty it mqe hiosm id dnothe vg mniils id mqe offaer ecleramaitong dinhe mqas fotraty as lonm id mqe hithenmer utamer tomaits lfot din mqe favenomait', 'leilfe id besment eunile o fotraty bos wore mqas wintaty it mqe hiosm id dnothe vg mniils id mqe offaer epleramaitong dinhe mqas fotraty as lonm id mqe hithenmer utamer tomaits lfot din mqe favenomait', 'leilfe id cesment eunile o fotraty cos wore mqas wintaty it mqe hiosm id dnothe vg mniils id mqe offaer ebleramaitong dinhe mqas fotraty as lonm id mqe hithenmer utamer tomaits lfot din mqe favenomait', 'leilfe id pesment eunile o fotraty pos wore mqas wintaty it mqe hiosm id dnothe vg mniils id mqe offaer ecleramaitong dinhe mqas fotraty as lonm id mqe hithenmer utamer tomaits lfot din mqe favenomait']\n",
      "Iter 0 of start 1: umruym rz hmqkmel mberum x yxlwcli hxq fxwm kgcq frelcli rl kgm orxqk rz zexlom sv kerruq rz kgm xyycmw mjumwckcrlxev zreom kgcq yxlwcli cq uxek rz kgm orlomekmw blckmw lxkcrlq uyxl zre kgm ycsmexkcrl\n",
      "Iter 0 of start 2: rhtrbh tl uhaihqf hxqtrh o bofpcfv uoa zoph isca ztqfcfv tf ish etoai tl lqofeh kg iqttra tl ish obbchp hyrhpcictfoqg ltqeh isca bofpcfv ca roqi tl ish etfehqihp xfcihp foictfa rbof ltq ish bckhqoictf\n",
      "Iter 0 of start 3: gehgre hw uelmeoq epohge i riqjsqv uil bije masl bhoqsqv hq mae zhilm hw woiqze yf mohhgl hw mae irrsej ekgejsmshqiof whoze masl riqjsqv sl giom hw mae zhqzeomej pqsmej qimshql griq who mae rsyeoimshq\n",
      "['weowle of bestern eurowe a landing bas pade this porning on the coast of france my troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the limeration', 'people of bestern europe a landing bas wade this worning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration', 'weowle of pestern eurowe a landing pas bade this borning on the coast of france my troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the limeration', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration', 'weowle of mestern eurowe a landing mas pade this porning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation']\n",
      "Iter 0 of start 1: nboncb ol mbqxbza brzonb f cfavkai mfq yfvb xukq yozakai oa xub hofqx ol lzfahb ws xzoonq ol xub fcckbv bjnbvkxkoafzs lozhb xukq cfavkai kq nfzx ol xub hoahbzxbv rakxbv afxkoaq ncfa loz xub ckwbzfxkoa\n",
      "Iter 0 of start 2: qwrqkw rt xweowil wjirqw b kblzmly xbe vbzw odme vrilmly rl odw arbeo rt tiblaw sh oirrqe rt odw bkkmwz wnqwzmomrlbih triaw odme kblzmly me qbio rt odw arlawiowz jlmowz lbomrle qkbl tri odw kmswibomrl\n",
      "Iter 0 of start 3: hnlhxn le ynaznmg ntmlhn b xbgvjgr yba sbvn zuja slmgjgr lg zun wlbaz le embgwn kf zmllha le zun bxxjnv nchnvjzjlgbmf elmwn zuja xbgvjgr ja hbmz le zun wlgwnmznv tgjznv gbzjlga hxbg elm zun xjknmbzjlg\n",
      "['weowle of bestern eurowe a landing bas pade this porning on the coast of france my troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the limeration', 'people of bestern europe a landing bas wade this worning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration', 'weowle of pestern eurowe a landing pas bade this borning on the coast of france my troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the limeration', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration', 'weowle of mestern eurowe a landing mas pade this porning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation']\n",
      "Iter 0 of start 1: csjces jb tspisou srojcs y eyulzuf typ kyls imzp kjouzuf ju ims wjypi jb boyuws vh iojjcp jb ims yeezsl sxcslzizjuyoh bjows imzp eyulzuf zp cyoi jb ims wjuwsoisl ruzisl uyizjup ceyu bjo ims ezvsoyizju jb srojcs kyls zu wjugruwizju\n",
      "Iter 0 of start 2: yzgyfz ge tzplzax zwagyz s fsxcdxv tsp jscz lidp jgaxdxv gx liz bgspl ge easxbz rm laggyp ge liz sffdzc zqyzcdldgxsam egabz lidp fsxcdxv dp ysal ge liz bgxbzalzc wxdlzc xsldgxp yfsx ega liz fdrzasldgx ge zwagyz jscz dx bgxhwxbldgx\n",
      "Iter 0 of start 3: fnpfkn pt snilnaw noapfn y kywzbwd syi hyzn lrbi hpawbwd pw lrn upyil pt taywun xc lappfi pt lrn ykkbnz nefnzblbpwyac tpaun lrbi kywzbwd bi fyal pt lrn upwunalnz owblnz wylbpwi fkyw tpa lrn kbxnaylbpw pt noapfn hyzn bw upwmowulbpw\n",
      "['weowle of bestern eurowe a landing bas pade this porning on the coast of france my troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the limeration of eurowe pade in conqunction', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe made in conqunction', 'people of bestern europe a landing bas wade this worning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe wade in conqunction', 'weowle of pestern eurowe a landing pas bade this borning on the coast of france my troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the limeration of eurowe bade in conqunction', 'weowle of mestern eurowe a landing mas pade this porning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe pade in conqunction']\n",
      "Iter 0 of start 1: dtvdyt vr utnqtph topvdt e yehschk uen lest qfcn lvphchk vh qft wvenq vr rpehwt bm qpvvdn vr qft eyycts tadtscqcvhepm rvpwt qfcn yehschk cn depq vr qft wvhwtpqts ohcqts heqcvhn dyeh rvp qft ycbtpeqcvh vr topvdt lest ch wvhgohwqcvh\n",
      "Iter 0 of start 2: mqemiq ey gqxaqjb qdjemq s isbncbu gsx fsnq aocx fejbcbu eb aoq hesxa ey yjsbhq lw ajeemx ey aoq siicqn qtmqncacebsjw yejhq aocx isbncbu cx msja ey aoq hebhqjaqn dbcaqn bsacebx misb yej aoq iclqjsaceb ey qdjemq fsnq cb hebpdbhaceb\n",
      "Iter 0 of start 3: hxjhgx je vxokxil xpijhx u gultalb vuo rutx kdao rjilalb jl kdx zjuok je eiulzx yn kijjho je kdx uggaxt xfhxtakajluin ejizx kdao gultalb ao huik je kdx zjlzxikxt plakxt lukajlo hgul eji kdx gayxiukajl je xpijhx rutx al zjlsplzkajl\n",
      "['weowle of bestern eurowe a landing bas pade this porning on the coast of france my troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the limeration of eurowe pade in conqunction', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe made in conqunction', 'people of bestern europe a landing bas wade this worning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe wade in conqunction', 'weowle of pestern eurowe a landing pas bade this borning on the coast of france my troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the limeration of eurowe bade in conqunction', 'weowle of mestern eurowe a landing mas pade this porning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe pade in conqunction']\n",
      "Iter 0 of start 1: rbqrab qm ubcebhk bihqrb g agkfnkv ugc zgfb etnc zqhknkv qk etb yqgce qm mhgkyb lw ehqqrc qm etb gaanbf bdrbfnenqkghw mqhyb etnc agkfnkv nc rghe qm etb yqkybhebf iknebf kgenqkc ragk mqh etb anlbhgenqk qm bihqrb zgfb nk yqksikyenqk\n",
      "Iter 0 of start 2: azyaqz yr kzoszjd zxjyaz b qbdlmdv kbo fblz scmo fyjdmdv yd scz wybos yr rjbdwz nu sjyyao yr scz bqqmzl zpazlmsmydbju ryjwz scmo qbdlmdv mo abjs yr scz wydwzjszl xdmszl dbsmydo aqbd ryj scz qmnzjbsmyd yr zxjyaz fblz md wydtxdwsmyd\n",
      "Iter 0 of start 3: wdewnd ev xdicdfy dpfewd l nlysoym xli rlsd cqoi refyoym ey cqd aelic ev vflyad gb cfeewi ev cqd lnnods duwdsocoeylfb vefad cqoi nlysoym oi wlfc ev cqd aeyadfcds pyocds ylcoeyi wnly vef cqd nogdflcoey ev dpfewd rlsd oy aeykpyacoey\n",
      "['meompe of besnert ecrome a patlity bas wale ndis wortity ot nde hoasn of frathe vg nrooms of nde appiel eqmeliniotarg forhe ndis patlity is marn of nde hothernel ctinel taniots mpat for nde piveraniot of ecrome wale it hotucthniot', 'meompe of besnert eurome a patlity bas wale ndis wortity ot nde hoasn of frathe vg nrooms of nde appiel eqmeliniotarg forhe ndis patlity is marn of nde hothernel utinel taniots mpat for nde piveraniot of eurome wale it hotcuthniot', 'meompe of besnert ecrome a patlity bas wale ndis wortity ot nde hoasn of frathe vk nrooms of nde appiel eqmeliniotark forhe ndis patlity is marn of nde hothernel ctinel taniots mpat for nde piveraniot of ecrome wale it hotucthniot', 'meompe of wesnert ecrome a patlity was bale ndis bortity ot nde hoasn of frathe vg nrooms of nde appiel eqmeliniotarg forhe ndis patlity is marn of nde hothernel ctinel taniots mpat for nde piveraniot of ecrome bale it hotucthniot', 'meompe of besnert ecrome a patlity bas wale ndis wortity ot nde hoasn of frathe vg nrooms of nde appiel ejmeliniotarg forhe ndis patlity is marn of nde hothernel ctinel taniots mpat for nde piveraniot of ecrome wale it hotucthniot']\n",
      "Iter 0 of start 1: cqfcyq fs bqtjqhi qehfcq a yaiglir bat vagq jnlt vfhilir fi jnq mfatj fs shaimq wo jhffct fs jnq ayylqg qdcqgljlfiaho sfhmq jnlt yaiglir lt cahj fs jnq mfimqhjqg eiljqg iajlfit cyai sfh jnq ylwqhajlfi fs qehfcq vagq li mfiueimjlfi bljn feh rhqaj hettlai ayylqt\n",
      "Iter 0 of start 2: ubsupb sc jbndbvf byvsub k pkfxwfa jkn zkxb dlwn zsvfwfa sf dlb tsknd sc cvkftb he dvssun sc dlb kppwbx boubxwdwsfkve csvtb dlwn pkfxwfa wn ukvd sc dlb tsftbvdbx yfwdbx fkdwsfn upkf csv dlb pwhbvkdwsf sc byvsub zkxb wf tsfiyftdwsf jwdl syv avbkd vynnwkf kppwbn\n",
      "Iter 0 of start 3: kzpkyz px tzqizwg zbwpkz e yegfsgo teq lefz idsq lpwgsgo pg idz hpeqi px xweghz av iwppkq px idz eyyszf zjkzfsispgewv xpwhz idsq yegfsgo sq kewi px idz hpghzwizf bgsizf geispgq kyeg xpw idz ysazweispg px zbwpkz lefz sg hpgnbghispg tsid pbw owzei wbqqseg eyyszq\n",
      "['weowle of mestern eurowe a landing mas pade this porning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe pade in conqunction mith our great russian allies', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies', 'weowle of bestern eurowe a landing bas pade this porning on the coast of france my troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the limeration of eurowe pade in conqunction bith our great russian allies', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe made in conqunction pith our great russian allies', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe bade in conqunction with our great russian allies']\n",
      "Iter 0 of start 1: opgobp gd fpjapce pmcgop x bxehiek fxj zxhp ayij zgceiek ge ayp lgxja gd dcxelp su acggoj gd ayp xbbiph prophiaigexcu dgclp ayij bxehiek ij oxca gd ayp lgelpcaph meiaph exaigej obxe dgc ayp bispcxaige gd pmcgop zxhp ie lgetmelaige fiay gmc kcpxa cmjjixe xbbipj\n",
      "Iter 0 of start 2: vuivqu im nuyzufe ubfivu p qpelgeh npy kplu zjgy kifegeh ie zju tipyz im mfpetu xs zfiivy im zju pqqgul uavulgzgiepfs miftu zjgy qpelgeh gy vpfz im zju tietufzul begzul epzgiey vqpe mif zju qgxufpzgie im ubfivu kplu ge tierbetzgie ngzj ibf hfupz fbyygpe pqqguy\n",
      "Iter 0 of start 3: naonra oe galfahu adhona v rvusmuw gvl xvsa fkml xohumuw ou fka yovlf oe ehvuya tq fhoonl oe fka vrrmas acnasmfmouvhq eohya fkml rvusmuw ml nvhf oe fka youyahfas dumfas uvfmoul nrvu eoh fka rmtahvfmou oe adhona xvsa mu youpduyfmou gmfk odh whavf hdllmvu vrrmal\n",
      "['weowle of mestern eurowe a landing mas pade this porning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe pade in conqunction mith our great russian allies', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies', 'weowle of bestern eurowe a landing bas pade this porning on the coast of france my troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the limeration of eurowe pade in conqunction bith our great russian allies', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe made in conqunction pith our great russian allies', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe bade in conqunction with our great russian allies']\n",
      "Iter 0 of start 1: qewqne wb teoreai euawqe k nkipmiz tko xkpe rgmo xwaimiz wi rge vwkor wb bakive ys rawwqo wb rge knnmep elqepmrmwikas bwave rgmo nkipmiz mo qkar wb rge vwivearep uimrep ikrmwio qnki bwa rge nmyeakrmwi wb euawqe xkpe mi vwifuivrmwi tmrg wua zaekr auoomki knnmeo\n",
      "Iter 0 of start 2: wxswnx st rximxph xupswx k nkhyghv rki ckyx mdgi csphghv sh mdx jskim st tpkhjx ea mpsswi st mdx knngxy xlwxygmgshkpa tspjx mdgi nkhyghv gi wkpm st mdx jshjxpmxy uhgmxy hkmgshi wnkh tsp mdx ngexpkmgsh st xupswx ckyx gh jshbuhjmgsh rgmd sup vpxkm puiigkh knngxi\n",
      "Iter 0 of start 3: exfenx fv yxcgxkq xjkfex a naqslqu yac tasx gzlc tfkqlqu fq gzx ifacg fv vkaqix dr gkffec fv gzx annlxs xbexslglfqakr vfkix gzlc naqslqu lc eakg fv gzx ifqixkgxs jqlgxs qaglfqc enaq vfk gzx nldxkaglfq fv xjkfex tasx lq ifqhjqiglfq ylgz fjk ukxag kjcclaq annlxc\n",
      "['weowle of mestern eurowe a landing mas pade this porning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe pade in conqunction mith our great russian allies', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies', 'weowle of bestern eurowe a landing bas pade this porning on the coast of france my troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the limeration of eurowe pade in conqunction bith our great russian allies', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe made in conqunction pith our great russian allies', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe bade in conqunction with our great russian allies']\n",
      "Iter 0 of start 1: qdoqgd ow hdctdps djpoqd r grsvfse hrc mrvd tnfc mopsfse os tnd borct ow wprsbd kz tpooqc ow tnd rggfdv duqdvftfosrpz wopbd tnfc grsvfse fc qrpt ow tnd bosbdptdv jsftdv srtfosc qgrs wop tnd gfkdprtfos ow djpoqd mrvd fs bosajsbtfos hftn ojp epdrt pjccfrs rggfdc f nrld tnfc mdccred wop\n",
      "Iter 0 of start 2: korkgo rq zoftouc oburko y gychmcl zyf jyho tnmf jrucmcl rc tno sryft rq quycso xw turrkf rq tno yggmoh oekohmtmrcyuw qruso tnmf gychmcl mf kyut rq tno srcsoutoh bcmtoh cytmrcf kgyc qru tno gmxouytmrc rq oburko jyho mc srcdbcstmrc zmtn rbu luoyt ubffmyc yggmof m nyio tnmf joffylo qru\n",
      "Iter 0 of start 3: brqbar qt crjgrkx rfkqbr p apxyuxi cpj epyr gnuj eqkxuxi qx gnr oqpjg qt tkpxor zw gkqqbj qt gnr paaury rhbryuguqxpkw tqkor gnuj apxyuxi uj bpkg qt gnr oqxorkgry fxugry xpguqxj bapx tqk gnr auzrkpguqx qt rfkqbr epyr ux oqxsfxoguqx cugn qfk ikrpg kfjjupx paaurj u npdr gnuj erjjpir tqk\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe made in conqunction pith our great russian allies i hake this message for', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe bade in conqunction with our great russian allies i hake this bessage for', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for', 'people of mestern europe a landing mas wade this worning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe wade in conqunction mith our great russian allies i hake this wessage for']\n",
      "Iter 0 of start 1: hiphui pw niysixg izxphi a uagvtgl nay javi scty jpxgtgl pg sci rpays pw wxagri bf sxpphy pw sci auutiv iohivtstpgaxf wpxri scty uagvtgl ty haxs pw sci rpgrixsiv zgtsiv gastpgy huag wpx sci utbixastpg pw izxphi javi tg rpgmzgrstpg ntsc pzx lxias xzyytag auutiy t caqi scty jiyyali wpx\n",
      "Iter 0 of start 2: rjvrkj vx mjgqjba jebvrj l klaowad mlg nloj qcwg nvbawad va qcj ivlgq vx xblaij yf qbvvrg vx qcj lkkwjo jtrjowqwvalbf xvbij qcwg klaowad wg rlbq vx qcj ivaijbqjo eawqjo alqwvag rkla xvb qcj kwyjblqwva vx jebvrj nloj wa ivapeaiqwva mwqc veb dbjlq beggwla lkkwjg w clhj qcwg njggldj xvb\n",
      "Iter 0 of start 3: bwsbkw sh jwnrwcm wxcsbw u kumeqmo jun puew rvqn pscmqmo sm rvw tsunr sh hcumtw fi rcssbn sh rvw ukkqwe wlbweqrqsmuci hsctw rvqn kumeqmo qn bucr sh rvw tsmtwcrwe xmqrwe murqsmn bkum hsc rvw kqfwcurqsm sh wxcsbw puew qm tsmzxmtrqsm jqrv sxc ocwur cxnnqum ukkqwn q vudw rvqn pwnnuow hsc\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe made in conqunction pith our great russian allies i hake this message for', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe bade in conqunction with our great russian allies i hake this bessage for', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for', 'people of mestern europe a landing mas wade this worning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe wade in conqunction mith our great russian allies i hake this wessage for']\n",
      "Iter 0 of start 1: vslvbs lx wsozsuk smulvs i biktekf wio rits zaeo rlukekf lk zas plioz lx xuikps dc zullvo lx zas ibbest sgvstezelkiuc xlups zaeo biktekf eo viuz lx zas plkpsuzst mkezst kizelko vbik xlu zas bedsuizelk lx smulvs rits ek plkqmkpzelk weza lmu fusiz umooeik ibbeso e aihs zaeo rsooifs xlu\n",
      "Iter 0 of start 2: vpjvcp jg xprepyn pbyjvp u cunmsnd xur fump eisr fjynsnd jn eip wjure jg gyunwp oa eyjjvr jg eip uccspm phvpmsesjnuya gjywp eisr cunmsnd sr vuye jg eip wjnwpyepm bnsepm nuesjnr vcun gjy eip csopyuesjn jg pbyjvp fump sn wjnkbnwesjn xsei jby dypue ybrrsun uccspr s iuzp eisr fprrudp gjy\n",
      "Iter 0 of start 3: voxvzo xf cohboql ogqxvo u zulimlj cuh duio bnmh dxqlmlj xl bno kxuhb xf fqulko wt bqxxvh xf bno uzzmoi orvoimbmxluqt fxqko bnmh zulimlj mh vuqb xf bno kxlkoqboi glmboi lubmxlh vzul fxq bno zmwoqubmxl xf ogqxvo duio ml kxlaglkbmxl cmbn xgq jqoub qghhmul uzzmoh m nuyo bnmh dohhujo fxq\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe made in conqunction pith our great russian allies i hake this message for', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe bade in conqunction with our great russian allies i hake this bessage for', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for', 'people of mestern europe a landing mas wade this worning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe wade in conqunction mith our great russian allies i hake this wessage for']\n",
      "Iter 0 of start 1: gmvgam vp omufmqn mhqvgm r arnisnb oru krim fesu kvqnsnb vn fem wvruf vp pqrnwm zj fqvvgu vp fem raasmi mlgmisfsvnrqj pvqwm fesu arnisnb su grqf vp fem wvnwmqfmi hnsfmi nrfsvnu garn pvq fem aszmqrfsvn vp mhqvgm krim sn wvnchnwfsvn osfe vhq bqmrf qhuusrn raasmu s erdm fesu kmuurbm pvq raa vp jvh rafevhbe fem\n",
      "Iter 0 of start 2: tcftyc fw scvocde crdftc n ynezjex snv anzc objv afdejex fe obc mfnvo fw wdnemc pg odfftv fw obc nyyjcz chtczjojfendg wfdmc objv ynezjex jv tndo fw obc mfemcdocz rejocz enojfev tyne wfd obc yjpcdnojfe fw crdftc anzc je mfeqremojfe sjob frd xdcno drvvjne nyyjcv j bnic objv acvvnxc wfd nyy fw gfr nyobfrxb obc\n",
      "Iter 0 of start 3: arlamr ln orkgrqi rfqlar h mhizwib ohk yhzr gewk ylqiwib li ger clhkg ln nqhicr tj gqllak ln ger hmmwrz rsarzwgwlihqj nlqcr gewk mhizwib wk ahqg ln ger clicrqgrz fiwgrz ihgwlik amhi nlq ger mwtrqhgwli ln rfqlar yhzr wi cliuficgwli owge lfq bqrhg qfkkwhi hmmwrk w ehvr gewk yrkkhbr nlq hmm ln jlf hmgelfbe ger\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe made in conqunction pith our great russian allies i hake this message for all of you although the', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe bade in conqunction with our great russian allies i hake this bessage for all of you although the', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the', 'people of mestern europe a landing mas wade this worning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe wade in conqunction mith our great russian allies i hake this wessage for all of you although the']\n",
      "Iter 0 of start 1: sdgsud gx qdmidnc dbngsd h uhctzcl qhm whtd irzm wgnczcl gc ird kghmi gx xnhckd aj inggsm gx ird huuzdt dfsdtzizgchnj xgnkd irzm uhctzcl zm shni gx ird kgckdnidt bczidt chizgcm suhc xgn ird uzadnhizgc gx dbngsd whtd zc kgcobckizgc qzir gbn lndhi nbmmzhc huuzdm z rhvd irzm wdmmhld xgn huu gx jgb huirgblr ird\n",
      "Iter 0 of start 2: scrszc rm dcbfcnv cgnrsc i zivuavl dib kiuc fqab krnvavl rv fqc oribf rm mnivoc hw fnrrsb rm fqc izzacu cjscuafarvinw mrnoc fqab zivuavl ab sinf rm fqc orvocnfcu gvafcu vifarvb sziv mrn fqc zahcnifarv rm cgnrsc kiuc av orvpgvofarv dafq rgn lncif ngbbaiv izzacb a qiyc fqab kcbbilc mrn izz rm wrg izfqrglq fqc\n",
      "Iter 0 of start 3: brwber wd krhyrac rfawbr s esctjcu ksh zstr ymjh zwacjcu wc ymr owshy wd dascor ln yawwbh wd ymr seejrt rgbrtjyjwcsan dwaor ymjh esctjcu jh bsay wd ymr owcorayrt fcjyrt csyjwch besc dwa ymr ejlrasyjwc wd rfawbr zstr jc owcvfcoyjwc kjym wfa uarsy afhhjsc seejrh j msir ymjh zrhhsur dwa see wd nwf seymwfum ymr\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe made in conqunction pith our great russian allies i hake this message for all of you although the', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe bade in conqunction with our great russian allies i hake this bessage for all of you although the', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the', 'people of mestern europe a landing mas wade this worning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe wade in conqunction mith our great russian allies i hake this wessage for all of you although the']\n",
      "Iter 0 of start 1: qhfqlh fj xhtshkb hokfqh d ldbucbe xdt vduh snct vfkbcbe fb snh wfdts fj jkdbwh rg skffqt fj snh dllchu hmqhucscfbdkg jfkwh snct ldbucbe ct qdks fj snh wfbwhkshu obcshu bdscfbt qldb jfk snh lcrhkdscfb fj hokfqh vduh cb wfbpobwscfb xcsn fok ekhds kottcdb dllcht c ndah snct vhttdeh jfk dll fj gfo dlsnfoen snh\n",
      "Iter 0 of start 2: fjcfoj ct djsljpk jqpcfj a oakbykz das wabj lhys wcpkykz ck lhj ucasl ct tpakuj ix lpccfs ct lhj aooyjb jefjbylyckapx tcpuj lhys oakbykz ys fapl ct lhj uckujpljb qkyljb kalycks foak tcp lhj oyijpalyck ct jqpcfj wabj yk ucknqkulyck dylh cqp zpjal pqssyak aooyjs y havj lhys wjssazj tcp aoo ct xcq aolhcqzh lhj\n",
      "Iter 0 of start 3: rodruo dg aolmoqy osqdro b ubyjvyk abl cbjo mivl cdqyvyk dy mio zdblm dg gqbyzo ef mqddrl dg mio buuvoj oprojvmvdybqf gdqzo mivl ubyjvyk vl rbqm dg mio zdyzoqmoj syvmoj ybmvdyl ruby gdq mio uveoqbmvdy dg osqdro cbjo vy zdytsyzmvdy avmi dsq kqobm qsllvby buuvol v ibxo mivl collbko gdq buu dg fds bumidski mio\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe made in conqunction pith our great russian allies i hake this message for all of you although the', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe bade in conqunction with our great russian allies i hake this bessage for all of you although the', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the', 'people of mestern europe a landing mas wade this worning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe wade in conqunction mith our great russian allies i hake this wessage for all of you although the']\n",
      "Iter 0 of start 1: mekmqe kr segxelz evlkme h qhzabzu shg thae xpbg tklzbzu kz xpe fkhgx kr rlhzfe in xlkkmg kr xpe hqqbea ewmeabxbkzhln rklfe xpbg qhzabzu bg mhlx kr xpe fkzfelxea vzbxea zhxbkzg mqhz rkl xpe qbielhxbkz kr evlkme thae bz fkzcvzfxbkz sbxp kvl ulehx lvggbhz hqqbeg b phje xpbg tegghue rkl hqq kr nkv hqxpkvup xpe bzbxbhq hgghvqx thn zkx phje\n",
      "Iter 0 of start 2: jysjvy sq eylrypt yxpsjy z vztnmtk ezl izny ruml isptmtk st ruy dszlr sq qpztdy gc rpssjl sq ruy zvvmyn yojynmrmstzpc qspdy ruml vztnmtk ml jzpr sq ruy dstdypryn xtmryn tzrmstl jvzt qsp ruy vmgypzrmst sq yxpsjy izny mt dstwxtdrmst emru sxp kpyzr pxllmzt zvvmyl m uzay ruml iyllzky qsp zvv sq csx zvrusxku ruy mtmrmzv zllzxvr izc tsr uzay\n",
      "Iter 0 of start 3: otgoft gi rtumtzd tlzgot v fvdqndh rvu kvqt mxnu kgzdndh gd mxt egvum gi izvdet yb mzggou gi mxt vffntq tcotqnmngdvzb igzet mxnu fvdqndh nu ovzm gi mxt egdetzmtq ldnmtq dvmngdu ofvd igz mxt fnytzvmngd gi tlzgot kvqt nd egdjldemngd rnmx glz hztvm zluunvd vffntu n xvst mxnu ktuuvht igz vff gi bgl vfmxglhx mxt ndnmnvf vuuvlfm kvb dgm xvst\n",
      "['beoble of pestern eurobe a landing pas wade this worning on the coast of france my troobs of the allied exbeditionary force this landing is bart of the concerted united nations blan for the limeration of eurobe wade in conqunction pith our great russian allies i have this wessage for all of you although the initial assault way not have', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have', 'meomle of pestern eurome a landing pas wade this worning on the coast of france by trooms of the allied eqmeditionary force this landing is mart of the concerted united nations mlan for the liberation of eurome wade in conjunction pith our great russian allies i have this wessage for all of you although the initial assault way not have', 'beoble of western eurobe a landing was made this morning on the coast of france py troobs of the allied exbeditionary force this landing is bart of the concerted united nations blan for the liperation of eurobe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have']\n",
      "Iter 0 of start 1: zmqzkm qd cmypmxg mlxqzm f kfgnbgv cfy ifnm pjby iqxgbgv qg pjm oqfyp qd dxfgom ue pxqqzy qd pjm fkkbmn mtzmnbpbqgfxe dqxom pjby kfgnbgv by zfxp qd pjm oqgomxpmn lgbpmn gfpbqgy zkfg dqx pjm kbumxfpbqg qd mlxqzm ifnm bg oqgalgopbqg cbpj qlx vxmfp xlyybfg fkkbmy b jfhm pjby imyyfvm dqx fkk qd eql fkpjqlvj pjm bgbpbfk fyyflkp ife gqp jfhm\n",
      "Iter 0 of start 2: zwizew if gwapwuy wkuizw m emyvsyd gma rmvw pjsa riuysyd iy pjw limap if fumylw to puiiza if pjw meeswv wbzwvspsiymuo fiulw pjsa emyvsyd sa zmup if pjw liylwupwv kyspwv ympsiya zemy fiu pjw estwumpsiy if wkuizw rmvw sy liyckylpsiy gspj iku duwmp ukaasmy meeswa s jmnw pjsa rwaamdw fiu mee if oik mepjikdj pjw syspsme maamkep rmo yip jmnw\n",
      "Iter 0 of start 3: zwjzyw jc qwhiwxo wrxjzw e yeonsov qeh genw ifsh gjxosov jo ifw mjehi jc cxeomw tk ixjjzh jc ifw eyyswn wdzwnsisjoexk cjxmw ifsh yeonsov sh zexi jc ifw mjomwxiwn rosiwn oeisjoh zyeo cjx ifw ystwxeisjo jc wrxjzw genw so mjoaromisjo qsif jrx vxwei xrhhseo eyyswh s felw ifsh gwhhevw cjx eyy jc kjr eyifjrvf ifw sosisey ehheryi gek oji felw\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake', 'beoble of pestern eurobe a landing pas wade this worning on the coast of france my troobs of the allied exbeditionary force this landing is bart of the concerted united nations blan for the limeration of eurobe wade in conqunction pith our great russian allies i have this wessage for all of you although the initial assault way not have', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe made in conqunction pith our great russian allies i hake this message for all of you although the initial assault may not hake', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have']\n",
      "Iter 0 of start 1: ozcopz cu tzsjzam ziacoz q pqmdbmn tqs fqdz jvbs fcambmn cm jvz ycqsj cu uaqmyz we jaccos cu jvz qppbzd zlozdbjbcmqae ucayz jvbs pqmdbmn bs oqaj cu jvz ycmyzajzd imbjzd mqjbcms opqm uca jvz pbwzaqjbcm cu ziacoz fqdz bm ycmkimyjbcm tbjv cia nazqj aissbqm qppbzs b vqrz jvbs fzssqnz uca qpp cu eci qpjvcinv jvz bmbjbqp qssqipj fqe mcj vqrz\n",
      "Iter 0 of start 2: nlknml kh qlrglvf lsvknl e meficfw qer beil gocr bkvfcfw kf gol akerg kh hvefal uz gvkknr kh gol emmcli ldnlicgckfevz hkval gocr meficfw cr nevg kh gol akfalvgli sfcgli fegckfr nmef hkv gol mculvegckf kh lsvknl beil cf akftsfagckf qcgo ksv wvleg vsrrcef emmclr c oepl gocr blrrewl hkv emm kh zks emgokswo gol cfcgcem erresmg bez fkg oepl\n",
      "Iter 0 of start 3: iysizy so tylayrf yjrsiy p zpfdbfg tpl epdy aqbl esrfbfg sf aqy nspla so orpfny uv arssil so aqy pzzbyd yciydbabsfprv osrny aqbl zpfdbfg bl ipra so aqy nsfnyrayd jfbayd fpabsfl izpf osr aqy zbuyrpabsf so yjrsiy epdy bf nsfkjfnabsf tbaq sjr grypa rjllbpf pzzbyl b qpwy aqbl eyllpgy osr pzz so vsj pzaqsjgq aqy bfbabpz pllpjza epv fsa qpwy\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake', 'beoble of pestern eurobe a landing pas wade this worning on the coast of france my troobs of the allied exbeditionary force this landing is bart of the concerted united nations blan for the limeration of eurobe wade in conqunction pith our great russian allies i have this wessage for all of you although the initial assault way not have', 'weowle of pestern eurowe a landing pas made this morning on the coast of france by troows of the allied evweditionary force this landing is wart of the concerted united nations wlan for the liberation of eurowe made in conqunction pith our great russian allies i hake this message for all of you although the initial assault may not hake', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have']\n",
      "Iter 0 of start 1: nvanbv ao wvscvzf vmzanv x bxfeyft wxs rxev cuys razfyft af cuv daxsc ao ozxfdv hq czaans ao cuv xbbyve vgnveycyafxzq oazdv cuys bxfeyft ys nxzc ao cuv dafdvzcve mfycve fxcyafs nbxf oaz cuv byhvzxcyaf ao vmzanv rxev yf dafkmfdcyaf wycu amz tzvxc zmssyxf xbbyvs y uxpv cuys rvssxtv oaz xbb ao qam xbcuamtu cuv yfycyxb xssxmbc rxq fac uxpv hvvf rxev yf qamz awf\n",
      "Iter 0 of start 2: fivfmi vb pidhiwl ijwvfi k mkleylt pkd ckei hsyd cvwlylt vl hsi uvkdh vb bwklui xn hwvvfd vb hsi kmmyie iofieyhyvlkwn bvwui hsyd mkleylt yd fkwh vb hsi uvluiwhie jlyhie lkhyvld fmkl bvw hsi myxiwkhyvl vb ijwvfi ckei yl uvlajluhyvl pyhs vjw twikh wjddykl kmmyid y skzi hsyd ciddkti bvw kmm vb nvj kmhsvjts hsi ylyhykm kddkjmh ckn lvh skzi xiil ckei yl nvjw vpl\n",
      "Iter 0 of start 3: zoazyo as bodwokx orkazo f yfxivxe bfd lfio wpvd lakxvxe ax wpo mafdw as skfxmo uc wkaazd as wpo fyyvoi otzoivwvaxfkc sakmo wpvd yfxivxe vd zfkw as wpo maxmokwoi rxvwoi xfwvaxd zyfx sak wpo yvuokfwvax as orkazo lfio vx maxqrxmwvax bvwp ark ekofw krddvfx fyyvod v pfho wpvd loddfeo sak fyy as car fywparep wpo vxvwvfy fddfryw lfc xaw pfho uoox lfio vx cark abx\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own']\n",
      "Iter 0 of start 1: cpsctp sa npvipbw plbscp x txwgewr nxv mxgp idev msbwewr sw idp hsxvi sa abxwhp fk ibsscv sa idp xttepg pqcpgeieswxbk asbhp idev txwgewr ev cxbi sa idp hswhpbipg lweipg wxieswv ctxw asb idp tefpbxiesw sa plbscp mxgp ew hswzlwhiesw neid slb rbpxi blvvexw xttepv e dxop idev mpvvxrp asb xtt sa ksl xtidslrd idp eweiext xvvxlti mxk wsi dxop fppw mxgp ew kslb snw\n",
      "Iter 0 of start 2: ldvlwd vy xdujdtf dntvld s wsfagfb xsu osad jegu ovtfgfb vf jed qvsuj vy ytsfqd pr jtvvlu vy jed swwgda dzldagjgvfstr yvtqd jegu wsfagfb gu lstj vy jed qvfqdtjda nfgjda fsjgvfu lwsf yvt jed wgpdtsjgvf vy dntvld osad gf qvfknfqjgvf xgje vnt btdsj tnuugsf swwgdu g eshd jegu oduusbd yvt sww vy rvn swjevnbe jed gfgjgsw suusnwj osr fvj eshd pddf osad gf rvnt vxf\n",
      "Iter 0 of start 3: qulqku lt yubsugv uhglqu j kjveovw yjb fjeu srob flgvovw lv sru cljbs lt tgjvcu di sgllqb lt sru jkkoue uxqueosolvjgi tlgcu srob kjveovw ob qjgs lt sru clvcugsue hvosue vjsolvb qkjv tlg sru kodugjsolv lt uhglqu fjeu ov clvmhvcsolv yosr lhg wgujs ghbbojv jkkoub o rjnu srob fubbjwu tlg jkk lt ilh jksrlhwr sru ovosojk jbbjhks fji vls rjnu duuv fjeu ov ilhg lyv\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own']\n",
      "Iter 0 of start 1: tystey sb dyumyqg ynqsty k ekgifgh dku pkiy mlfu psqgfgh sg mly xskum sb bqkgxy vo mqsstu sb mly keefyi yjtyifmfsgkqo bsqxy mlfu ekgifgh fu tkqm sb mly xsgxyqmyi ngfmyi gkmfsgu tekg bsq mly efvyqkmfsg sb ynqsty pkiy fg xsgcngxmfsg dfml snq hqykm qnuufkg keefyu f lkzy mlfu pyuukhy bsq kee sb osn kemlsnhl mly fgfmfke kuuknem pko gsm lkzy vyyg pkiy fg osnq sdg\n",
      "Iter 0 of start 2: hfahtf az efrnfcl ficahf m tmlqwls emr umqf nbwr uaclwls al nbf gamrn az zcmlgf kj ncaahr az nbf mttwfq fvhfqwnwalmcj zacgf nbwr tmlqwls wr hmcn az nbf galgfcnfq ilwnfq lmnwalr html zac nbf twkfcmnwal az ficahf umqf wl galyilgnwal ewnb aic scfmn cirrwml mttwfr w bmof nbwr ufrrmsf zac mtt az jai mtnbaisb nbf wlwnwmt mrrmitn umj lan bmof kffl umqf wl jaic ael\n",
      "Iter 0 of start 3: nvonhv ou tvgmvpf vdponv q hqfysfx tqg eqyv mrsg eopfsfx of mrv zoqgm ou upqfzv ak mpoong ou mrv qhhsvy vbnvysmsofqpk uopzv mrsg hqfysfx sg nqpm ou mrv zofzvpmvy dfsmvy fqmsofg nhqf uop mrv hsavpqmsof ou vdponv eqyv sf zofidfzmsof tsmr odp xpvqm pdggsqf qhhsvg s rqlv mrsg evggqxv uop qhh ou kod qhmrodxr mrv sfsmsqh qggqdhm eqk fom rqlv avvf eqyv sf kodp otf\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own']\n",
      "Iter 0 of start 1: lwklzw kx rweowha wnhklw y zyacgap rye dycw otge dkhagap ka otw ikyeo kx xhyaiw bu ohkkle kx otw yzzgwc wslwcgogkayhu xkhiw otge zyacgap ge lyho kx otw ikaiwhowc nagowc ayogkae lzya xkh otw zgbwhyogka kx wnhklw dycw ga ikafnaiogka rgot knh phwyo hneegya yzzgwe g tyqw otge dweeypw xkh yzz kx ukn yzotknpt otw gagogyz yeeynzo dyu ako tyqw bwwa dycw ga uknh kra iknaohu otw tknh kx uknh\n",
      "Iter 0 of start 2: nlbnfl bc ilrslyd laybnl h fhdtwdx ihr ohtl suwr obydwdx bd sul gbhrs bc cyhdgl qm sybbnr bc sul hffwlt lvnltwswbdhym cbygl suwr fhdtwdx wr nhys bc sul gbdglyslt adwslt dhswbdr nfhd cby sul fwqlyhswbd bc laybnl ohtl wd gbdkadgswbd iwsu bay xylhs yarrwhd hffwlr w uhpl suwr olrrhxl cby hff bc mba hfsubaxu sul wdwswhf hrrhafs ohm dbs uhpl qlld ohtl wd mbay bid gbadsym sul ubay bc mbay\n",
      "Iter 0 of start 3: woywlo ye boqxoak ovaywo i likztkd biq pizo xjtq pyaktkd yk xjo nyiqx ye eaikno gu xayywq ye xjo illtoz ofwoztxtykiau eyano xjtq likztkd tq wiax ye xjo nyknoaxoz vktxoz kixtykq wlik eya xjo ltgoaixtyk ye ovaywo pizo tk nykrvknxtyk btxj yva daoix avqqtik illtoq t jiho xjtq poqqido eya ill ye uyv ilxjyvdj xjo tktxtil iqqivlx piu kyx jiho gook pizo tk uyva ybk nyvkxau xjo jyva ye uyva\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your']\n",
      "Iter 0 of start 1: oqrouq rj gqfmqtz qhtroq v uvzeazb gvf sveq mlaf srtzazb rz mlq prvfm rj jtvzpq cy mtrrof rj mlq vuuaqe qxoqeamarzvty jrtpq mlaf uvzeazb af ovtm rj mlq przpqtmqe hzamqe zvmarzf ouvz jrt mlq uacqtvmarz rj qhtroq sveq az przihzpmarz gaml rht btqvm thffavz vuuaqf a lvkq mlaf sqffvbq jrt vuu rj yrh vumlrhbl mlq azamavu vffvhum svy zrm lvkq cqqz sveq az yrht rgz prhzmty mlq lrht rj yrht\n",
      "Iter 0 of start 2: ornofr ng urhxrby rqbnor c fcydzys uch pcdr xezh pnbyzys ny xer knchx ng gbcykr jl xbnnoh ng xer cffzrd rtordzxznycbl gnbkr xezh fcydzys zh ocbx ng xer knykrbxrd qyzxrd ycxznyh ofcy gnb xer fzjrbcxzny ng rqbnor pcdr zy knywqykxzny uzxe nqb sbrcx bqhhzcy cffzrh z ecar xezh prhhcsr gnb cff ng lnq cfxenqse xer zyzxzcf chhcqfx pcl ynx ecar jrry pcdr zy lnqb nuy knqyxbl xer enqb ng lnqb\n",
      "Iter 0 of start 3: wnawrn ah undsnoc nmoawn p rpcetck upd jpen svtd jaoctck ac svn zapds ah hopczn qy soaawd ah svn prrtne nbwnetstacpoy haozn svtd rpcetck td wpos ah svn zacznosne mctsne cpstacd wrpc hao svn rtqnopstac ah nmoawn jpen tc zaclmczstac utsv amo konps omddtpc prrtnd t vpxn svtd jnddpkn hao prr ah yam prsvamkv svn tctstpr pddpmrs jpy cas vpxn qnnc jpen tc yamo auc zamcsoy svn vamo ah yamo\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your']\n",
      "Iter 0 of start 1: zbwzsb wr vbmxbon bhowzb g sgnekna vgm lgeb xckm lwonkna wn xcb ywgmx wr rognyb fi xowwzm wr xcb gsskbe bjzbekxkwngoi rwoyb xckm sgnekna km zgox wr xcb ywnyboxbe hnkxbe ngxkwnm zsgn rwo xcb skfbogxkwn wr bhowzb lgeb kn ywnqhnyxkwn vkxc who aobgx ohmmkgn gsskbm k cgdb xckm lbmmgab rwo gss wr iwh gsxcwhac xcb knkxkgs gmmghsx lgi nwx cgdb fbbn lgeb kn iwho wvn ywhnxoi xcb cwho wr iwho\n",
      "Iter 0 of start 2: rzjrhz jc uzlqzdw zydjrz s hswnvwo usl ksnz qtvl kjdwvwo jw qtz ejslq jc cdswez am qdjjrl jc qtz shhvzn zxrznvqvjwsdm cjdez qtvl hswnvwo vl rsdq jc qtz ejwezdqzn ywvqzn wsqvjwl rhsw cjd qtz hvazdsqvjw jc zydjrz ksnz vw ejwgyweqvjw uvqt jyd odzsq dyllvsw shhvzl v tspz qtvl kzllsoz cjd shh jc mjy shqtjyot qtz vwvqvsh sllsyhq ksm wjq tspz azzw ksnz vw mjyd juw ejywqdm qtz tjyd jc mjyd\n",
      "Iter 0 of start 3: fbdfsb dp ebyhbao bqadfb g sgounoj egy xgub hrny xdaonoj do hrb vdgyh dp pagovb ik haddfy dp hrb gssnbu blfbunhndogak pdavb hrny sgounoj ny fgah dp hrb vdovbahbu qonhbu oghndoy fsgo pda hrb snibaghndo dp bqadfb xgub no vdowqovhndo enhr dqa jabgh aqyyngo gssnby n rgzb hrny xbyygjb pda gss dp kdq gshrdqjr hrb nonhngs gyygqsh xgk odh rgzb ibbo xgub no kdqa deo vdqohak hrb rdqa dp kdqa\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your']\n",
      "Iter 0 of start 1: mqdmtq dx wqhlqok qpodmq j tjkieks wjh ajiq lbeh adokeks dk lbq zdjhl dx xojkzq gr loddmh dx lbq jtteqi qumqieledkjor xdozq lbeh tjkieks eh mjol dx lbq zdkzqolqi pkelqi kjledkh mtjk xdo lbq tegqojledk dx qpodmq ajiq ek zdknpkzledk welb dpo soqjl ophhejk jtteqh e bjcq lbeh aqhhjsq xdo jtt dx rdp jtlbdpsb lbq ekelejt jhhjptl ajr kdl bjcq gqqk ajiq ek rdpo dwk zdpklor lbq bdpo dx rdpo tegqojledk eh jmmodjzbeks jtt mjloedlh\n",
      "Iter 0 of start 2: zsfzgs fy csmjsio suifzs t gtoawoh ctm ktas jbwm kfiowoh fo jbs pftmj fy yitops ev jiffzm fy jbs tggwsa sxzsawjwfotiv yfips jbwm gtoawoh wm ztij fy jbs pfopsijsa uowjsa otjwfom zgto yfi jbs gwesitjwfo fy suifzs ktas wo pfoquopjwfo cwjb fui histj iummwto tggwsm w btns jbwm ksmmths yfi tgg fy vfu tgjbfuhb jbs wowjwtg tmmtugj ktv ofj btns esso ktas wo vfui fco pfuojiv jbs bfui fy vfui gwesitjwfo wm tzziftpbwoh tgg ztjiwfjm\n",
      "Iter 0 of start 3: ymiypm it smevmcd mjciym q pqdogdx sqe kqom vfge kicdgdx id vfm aiqev it tcqdam hn vciiye it vfm qppgmo mrymogvgidqcn ticam vfge pqdogdx ge yqcv it vfm aidamcvmo jdgvmo dqvgide ypqd tic vfm pghmcqvgid it mjciym kqom gd aidljdavgid sgvf ijc xcmqv cjeegqd qppgme g fqzm vfge kmeeqxm tic qpp it nij qpvfijxf vfm gdgvgqp qeeqjpv kqn div fqzm hmmd kqom gd nijc isd aijdvcn vfm fijc it nijc pghmcqvgid ge qyyciqafgdx qpp yqvcgive\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe bade in conqunction with our great russian allies i hake this bessage for all of you although the initial assault bay not hake meen bade in your own country the hour of your limeration is approaching all patriots']\n",
      "Iter 0 of start 1: knekmn ec onusnwr ndwekn b mbrjqrx obu vbjn spqu vewrqrx er spn lebus ec cwbrln gt sweeku ec spn bmmqnj nfknjqsqerbwt cewln spqu mbrjqrx qu kbws ec spn lerlnwsnj drqsnj rbsqeru kmbr cew spn mqgnwbsqer ec ndwekn vbjn qr lerydrlsqer oqsp edw xwnbs wduuqbr bmmqnu q pbhn spqu vnuubxn cew bmm ec ted bmspedxp spn qrqsqbm buubdms vbt res pbhn gnnr vbjn qr tedw eor ledrswt spn pedw ec tedw mqgnwbsqer qu bkkweblpqrx bmm kbswqesu\n",
      "Iter 0 of start 2: ysaygs am lsqcsjp svjays e gepzbph leq nezs cobq najpbph ap cos taeqc am mjepts iu cjaayq am cos eggbsz skyszbcbapeju majts cobq gepzbph bq yejc am cos taptsjcsz vpbcsz pecbapq ygep maj cos gbisjecbap am svjays nezs bp tapfvptcbap lbco avj hjsec jvqqbep eggbsq b oers cobq nsqqehs maj egg am uav egcoavho cos bpbcbeg eqqevgc neu pac oers issp nezs bp uavj alp tavpcju cos oavj am uavj gbisjecbap bq eyyjaetobph egg yecjbacq\n",
      "Iter 0 of start 3: mdfmhd fl zdxsdrn dqrfmd w hwngtna zwx kwgd sutx kfrntna fn sud vfwxs fl lrwnvd ji srffmx fl sud whhtdg dcmdgtstfnwri lfrvd sutx hwngtna tx mwrs fl sud vfnvdrsdg qntsdg nwstfnx mhwn lfr sud htjdrwstfn fl dqrfmd kwgd tn vfneqnvstfn ztsu fqr ardws rqxxtwn whhtdx t uwpd sutx kdxxwad lfr whh fl ifq whsufqau sud tntstwh wxxwqhs kwi nfs uwpd jddn kwgd tn ifqr fzn vfqnsri sud ufqr fl ifqr htjdrwstfn tx wmmrfwvutna whh mwsrtfsx\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe bade in conqunction with our great russian allies i hake this bessage for all of you although the initial assault bay not hake meen bade in your own country the hour of your limeration is approaching all patriots']\n",
      "Iter 0 of start 1: jbyjub yc nbrebfg bhfyjb t utgilgp ntr wtib ealr wyfglgp yg eab sytre yc cftgsb vd efyyjr yc eab tuulbi bojbilelygtfd cyfsb ealr utgilgp lr jtfe yc eab sygsbfebi hglebi gtelygr jutg cyf eab ulvbftelyg yc bhfyjb wtib lg sygxhgselyg nlea yhf pfbte fhrrltg tuulbr l atqb ealr wbrrtpb cyf tuu yc dyh tueayhpa eab lgleltu trrthue wtd gye atqb vbbg wtib lg dyhf yng syhgefd eab ayhf yc dyhf ulvbftelyg lr tjjfytsalgp tuu jteflyer\n",
      "Iter 0 of start 2: eoredo rm bohyosz ovsreo j djzgizp bjh tjgo ykih trszizp rz yko qrjhy rm msjzqo lu ysrreh rm yko jddiog oceogiyirzjsu mrsqo ykih djzgizp ih ejsy rm yko qrzqosyog vziyog zjyirzh edjz mrs yko dilosjyirz rm ovsreo tjgo iz qrzwvzqyirz biyk rvs psojy svhhijz jddioh i kjxo ykih tohhjpo mrs jdd rm urv jdykrvpk yko iziyijd jhhjvdy tju zry kjxo looz tjgo iz urvs rbz qrvzysu yko krvs rm urvs dilosjyirz ih jeesrjqkizp jdd ejysiryh\n",
      "Iter 0 of start 3: rkbrxk bj lktcksv kwsbrk a xavydvh lat eayk czdt ebsvdvh bv czk ibatc bj jsavik oq csbbrt bj czk axxdky kprkydcdbvasq jbsik czdt xavydvh dt rasc bj czk ibvikscky wvdcky vacdbvt rxav jbs czk xdoksacdbv bj kwsbrk eayk dv ibvuwvicdbv ldcz bws hskac swttdav axxdkt d zagk czdt ekttahk jbs axx bj qbw axczbwhz czk dvdcdax attawxc eaq vbc zagk okkv eayk dv qbws blv ibwvcsq czk zbws bj qbws xdoksacdbv dt arrsbaizdvh axx racsdbct\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots', 'people of western europe a landing was bade this borning on the coast of france my troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the limeration of europe bade in conqunction with our great russian allies i hake this bessage for all of you although the initial assault bay not hake meen bade in your own country the hour of your limeration is approaching all patriots']\n",
      "Iter 0 of start 1: xwsxmw sd rwvawct wkcsxw e metuzti rev geuw ayzv gsctzti st ayw oseva sd dcetow bl acssxv sd ayw emmzwu wqxwuzazstecl dscow ayzv metuzti zv xeca sd ayw ostowcawu ktzawu teazstv xmet dsc ayw mzbwceazst sd wkcsxw geuw zt ostpktoazst rzay skc icwea ckvvzet emmzwv z yenw ayzv gwvveiw dsc emm sd lsk emayskiy ayw ztzazem evvekma gel tsa yenw bwwt geuw zt lskc srt osktacl ayw yskc sd lskc mzbwceazst zv exxcseoyzti emm xeaczsav gwt etu rsgwt lskti etu\n",
      "Iter 0 of start 2: eoceko cj toupogi osgceo w kwindia twu rwno pzdu rcgidia ci pzo ycwup cj jgwiyo hq pgcceu cj pzo wkkdon oxeondpdciwgq jcgyo pzdu kwindia du ewgp cj pzo yciyogpon sidpon iwpdciu ekwi jcg pzo kdhogwpdci cj osgceo rwno di ycilsiypdci tdpz csg agowp gsuudwi wkkdou d zwfo pzdu rouuwao jcg wkk cj qcs wkpzcsaz pzo didpdwk wuuwskp rwq icp zwfo hooi rwno di qcsg cti ycsipgq pzo zcsg cj qcsg kdhogwpdci du weegcwyzdia wkk ewpgdcpu roi win tcroi qcsia win\n",
      "Iter 0 of start 3: fulfju ln ouqauie uvilfu y jyedhec oyq mydu aghq mliehec le agu xlyqa ln niyexu rz aillfq ln agu yjjhud ubfudhahleyiz nlixu aghq jyedhec hq fyia ln agu xlexuiaud vehaud eyahleq fjye nli agu jhruiyahle ln uvilfu mydu he xlesvexahle ohag lvi ciuya ivqqhye yjjhuq h gypu aghq muqqycu nli yjj ln zlv yjaglvcg agu hehahyj yqqyvja myz ela gypu ruue mydu he zlvi loe xlveaiz agu glvi ln zlvi jhruiyahle hq yffilyxghec yjj fyaihlaq mue yed olmue zlvec yed\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots men and women young and', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots men and women young and', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and']\n",
      "Iter 0 of start 1: trntyr ne frwormq rcmntr k ykqxdqi fkw akxr oudw anmqdqi nq our gnkwo ne emkqgr sh omnntw ne our kyydrx rptrxdodnqkmh enmgr oudw ykqxdqi dw tkmo ne our gnqgrmorx cqdorx qkodnqw tykq enm our ydsrmkodnq ne rcmntr akxr dq gnqbcqgodnq fdou ncm imrko mcwwdkq kyydrw d ukjr oudw arwwkir enm kyy ne hnc kyounciu our dqdodky kwwkcyo akh qno ukjr srrq akxr dq hncm nfq gncqomh our uncm ne hncm ydsrmkodnq dw kttmnkgudqi kyy tkomdnow arq kqx fnarq hncqi kqx\n",
      "Iter 0 of start 2: hfshuf sp mfgefdb fndshf q uqbjwbv mqg oqjf eiwg osdbwbv sb eif xsqge sp pdqbxf rl edsshg sp eif quuwfj fzhfjwewsbqdl psdxf eiwg uqbjwbv wg hqde sp eif xsbxfdefj nbwefj bqewsbg huqb psd eif uwrfdqewsb sp fndshf oqjf wb xsbknbxewsb mwei snd vdfqe dnggwqb quuwfg w iqyf eiwg ofggqvf psd quu sp lsn queisnvi eif wbwewqu qggqnue oql bse iqyf rffb oqjf wb lsnd smb xsnbedl eif isnd sp lsnd uwrfdqewsb wg qhhdsqxiwbv quu hqedwseg ofb qbj msofb lsnbv qbj\n",
      "Iter 0 of start 3: vpevmp ei qpufprt pkrevp c mctsdtx qcu zcsp fbdu zertdtx et fbp hecuf ei ircthp jn freevu ei fbp cmmdps plvpsdfdetcrn ierhp fbdu mctsdtx du vcrf ei fbp hethprfps ktdfps tcfdetu vmct ier fbp mdjprcfdet ei pkrevp zcsp dt hetokthfdet qdfb ekr xrpcf rkuudct cmmdpu d bcwp fbdu zpuucxp ier cmm ei nek cmfbekxb fbp dtdfdcm cuuckmf zcn tef bcwp jppt zcsp dt nekr eqt hektfrn fbp bekr ei nekr mdjprcfdet du cvvrechbdtx cmm vcfrdefu zpt cts qezpt nektx cts\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots men and women young and', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots men and women young and', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and']\n",
      "Iter 0 of start 1: kuvkxu vc ausguqz umqvku e xezbpzw aes febu grps fvqzpzw vz gru lvesg vc cqezlu ho gqvvks vc gru exxpub unkubpgpvzeqo cvqlu grps xezbpzw ps keqg vc gru lvzluqgub mzpgub zegpvzs kxez cvq gru xphuqegpvz vc umqvku febu pz lvzimzlgpvz apgr vmq wqueg qmsspez exxpus p reyu grps fussewu cvq exx vc ovm exgrvmwr gru pzpgpex essemxg feo zvg reyu huuz febu pz ovmq vaz lvmzgqo gru rvmq vc ovmq xphuqegpvz ps ekkqvelrpzw exx kegqpvgs fuz ezb avfuz ovmzw ezb\n",
      "Iter 0 of start 2: exbeyx bp txsrxav xiabex o yovdjvk tos zodx rqjs zbavjvk bv rqx ubosr bp paovux lc rabbes bp rqx oyyjxd xgexdjrjbvoac pbaux rqjs yovdjvk js eoar bp rqx ubvuxarxd ivjrxd vorjbvs eyov pba rqx yjlxaorjbv bp xiabex zodx jv ubvfivurjbv tjrq bia kaxor aissjov oyyjxs j qonx rqjs zxssokx pba oyy bp cbi oyrqbikq rqx jvjrjoy ossoiyr zoc vbr qonx lxxv zodx jv cbia btv ubivrac rqx qbia bp cbia yjlxaorjbv js oeeabouqjvk oyy eorajbrs zxv ovd tbzxv cbivk ovd\n",
      "Iter 0 of start 3: hvyhzv yk evmdvug vsuyhv r zrgqpgn erm orqv dipm oyugpgn yg div cyrmd yk kurgcv wj duyyhm yk div rzzpvq vthvqpdpygruj kyucv dipm zrgqpgn pm hrud yk div cygcvudvq sgpdvq grdpygm hzrg kyu div zpwvurdpyg yk vsuyhv orqv pg cyglsgcdpyg epdi ysu nuvrd usmmprg rzzpvm p irxv dipm ovmmrnv kyu rzz yk jys rzdiysni div pgpdprz rmmrszd orj gyd irxv wvvg orqv pg jysu yeg cysgduj div iysu yk jysu zpwvurdpyg pm rhhuyrcipgn rzz hrdupydm ovg rgq eyovg jysgn rgq\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots men and women young and', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots men and women young and', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and']\n",
      "Iter 0 of start 1: pfjpxf jr hfwtfgd fagjpf q xqdindc hqw zqif tmnw zjgdndc jd tmf vjqwt jr rgqdvf ol tgjjpw jr tmf qxxnfi fypfintnjdqgl rjgvf tmnw xqdindc nw pqgt jr tmf vjdvfgtfi adntfi dqtnjdw pxqd rjg tmf xnofgqtnjd jr fagjpf zqif nd vjduadvtnjd hntm jag cgfqt gawwnqd qxxnfw n mqsf tmnw zfwwqcf rjg qxx jr lja qxtmjacm tmf ndntnqx qwwqaxt zql djt mqsf offd zqif nd ljag jhd vjadtgl tmf mjag jr ljag xnofgqtnjd nw qppgjqvmndc qxx pqtgnjtw zfd qdi hjzfd ljadc qdi jxi mqsf q pqgt tj\n",
      "Iter 0 of start 2: shysvh yw lhmahet hceysh k vktrjtd lkm nkrh afjm nyetjtd yt afh xykma yw wektxh uz aeyysm yw afh kvvjhr hgshrjajytkez wyexh afjm vktrjtd jm skea yw afh xytxheahr ctjahr tkajytm svkt wye afh vjuhekajyt yw hceysh nkrh jt xytqctxajyt ljaf yce dehka ecmmjkt kvvjhm j fkoh afjm nhmmkdh wye kvv yw zyc kvafycdf afh jtjajkv kmmkcva nkz tya fkoh uhht nkrh jt zyce ylt xyctaez afh fyce yw zyce vjuhekajyt jm ksseykxfjtd kvv skaejyam nht ktr lynht zyctd ktr yvr fkoh k skea ay\n",
      "Iter 0 of start 3: jmgjpm gi qmadmxo mrxgjm l plobyov qla flbm dhya fgxoyov go dhm uglad gi ixloum cw dxggja gi dhm lppymb msjmbydygolxw igxum dhya plobyov ya jlxd gi dhm ugoumxdmb roydmb oldygoa jplo igx dhm pycmxldygo gi mrxgjm flbm yo ugonroudygo qydh grx vxmld xraaylo lppyma y hlem dhya fmaalvm igx lpp gi wgr lpdhgrvh dhm yoydylp laalrpd flw ogd hlem cmmo flbm yo wgrx gqo ugrodxw dhm hgrx gi wgrx pycmxldygo ya ljjxgluhyov lpp jldxygda fmo lob qgfmo wgrov lob gpb hlem l jlxd dg\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots men and women young and old hake a part to', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to']\n",
      "Iter 0 of start 1: iajisa jb xankaed azejia c scdfpdy xcn tcfa kupn tjedpdy jd kua ojcnk jb becdoa rl kejjin jb kua csspaf ahiafpkpjdcel bjeoa kupn scdfpdy pn icek jb kua ojdoaekaf zdpkaf dckpjdn iscd bje kua spraeckpjd jb azejia tcfa pd ojdmzdokpjd xpku jze yeack eznnpcd csspan p ucwa kupn tanncya bje css jb ljz cskujzyu kua pdpkpcs cnnczsk tcl djk ucwa raad tcfa pd ljze jxd ojzdkel kua ujze jb ljze spraeckpjd pn ciiejcoupdy css ickepjkn tad cdf xjtad ljzdy cdf jsf ucwa c icek kj\n",
      "Iter 0 of start 2: yrqyir qt mrperxu rfxqyr v ivucauk mvp zvcr ejap zqxuauk qu ejr wqvpe qt txvuwr dg exqqyp qt ejr viiarc rnyrcaeaquvxg tqxwr ejap ivucauk ap yvxe qt ejr wquwrxerc fuaerc uveaqup yivu tqx ejr iadrxveaqu qt rfxqyr zvcr au wquhfuweaqu maej qfx kxrve xfppavu viiarp a jvbr ejap zrppvkr tqx vii qt gqf viejqfkj ejr auaeavi vppvfie zvg uqe jvbr drru zvcr au gqfx qmu wqfuexg ejr jqfx qt gqfx iadrxveaqu ap vyyxqvwjauk vii yvexaqep zru vuc mqzru gqfuk vuc qic jvbr v yvxe eq\n",
      "Iter 0 of start 3: miqmci qw sipkijt iujqmi b cbtoetg sbp xboi kdep xqjtetg qt kdi zqbpk qw wjbtzi ly kjqqmp qw kdi bcceio iamioekeqtbjy wqjzi kdep cbtoetg ep mbjk qw kdi zqtzijkio utekio tbkeqtp mcbt wqj kdi celijbkeqt qw iujqmi xboi et zqtfutzkeqt sekd quj gjibk juppebt bcceip e dbri kdep xippbgi wqj bcc qw yqu bckdqugd kdi etekebc bppbuck xby tqk dbri liit xboi et yquj qst zqutkjy kdi dquj qw yquj celijbkeqt ep bmmjqbzdetg bcc mbkjeqkp xit bto sqxit yqutg bto qco dbri b mbjk kq\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots men and women young and old hake a part to', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to']\n",
      "Iter 0 of start 1: wxgwix go axpqxrl xcrgwx f iflbhle afp mfbx qyhp mgrlhle gl qyx dgfpq go orfldx vn qrggwp go qyx fiihxb xkwxbhqhglfrn ogrdx qyhp iflbhle hp wfrq go qyx dgldxrqxb clhqxb lfqhglp wifl ogr qyx ihvxrfqhgl go xcrgwx mfbx hl dglucldqhgl ahqy gcr erxfq rcpphfl fiihxp h yfsx qyhp mxppfex ogr fii go ngc fiqygcey qyx hlhqhfi fppfciq mfn lgq yfsx vxxl mfbx hl ngcr gal dgclqrn qyx ygcr go ngcr ihvxrfqhgl hp fwwrgfdyhle fii wfqrhgqp mxl flb agmxl ngcle flb gib yfsx f wfrq qg\n",
      "Iter 0 of start 2: vkyvfk yi wkxpkmb kemyvk d fdbjhbt wdx udjk pshx uymbhbt yb psk oydxp yi imdbok lq pmyyvx yi psk dffhkj kzvkjhphybdmq iymok pshx fdbjhbt hx vdmp yi psk oybokmpkj ebhpkj bdphybx vfdb iym psk fhlkmdphyb yi kemyvk udjk hb oybrebophyb whps yem tmkdp mexxhdb dffhkx h sdak pshx ukxxdtk iym dff yi qye dfpsyets psk hbhphdf dxxdefp udq byp sdak lkkb udjk hb qyem ywb oyebpmq psk syem yi qyem fhlkmdphyb hx dvvmydoshbt dff vdpmhypx ukb dbj wyukb qyebt dbj yfj sdak d vdmp py\n",
      "Iter 0 of start 3: vhdvkh da thzphyl hiydvh q kqlwslj tqz nqwh pusz ndylslj dl puh odqzp da ayqloh gc pyddvz da puh qkkshw hrvhwspsdlqyc adyoh pusz kqlwslj sz vqyp da puh odlohyphw ilsphw lqpsdlz vkql ady puh ksghyqpsdl da hiydvh nqwh sl odlbilopsdl tspu diy jyhqp yizzsql qkkshz s uqmh pusz nhzzqjh ady qkk da cdi qkpudiju puh slspsqk qzzqikp nqc ldp uqmh ghhl nqwh sl cdiy dtl odilpyc puh udiy da cdiy ksghyqpsdl sz qvvydqouslj qkk vqpysdpz nhl qlw tdnhl cdilj qlw dkw uqmh q vqyp pd\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to', 'people of western europe a landing was made this morning on the coast of france by troops of the allied evpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i hake this message for all of you although the initial assault may not hake been made in your own country the hour of your liberation is approaching all patriots men and women young and old hake a part to', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to']\n",
      "Iter 0 of start 1: tbatyb as obqdbkm bjkatb p ypmuvml opq npub divq nakmvml am dib xapqd as skpmxb wr dkaatq as dib pyyvbu betbuvdvampkr sakxb divq ypmuvml vq tpkd as dib xamxbkdbu jmvdbu mpdvamq typm sak dib yvwbkpdvam as bjkatb npub vm xamcjmxdvam ovdi ajk lkbpd kjqqvpm pyyvbq v ipgb divq nbqqplb sak pyy as raj pydiajli dib vmvdvpy pqqpjyd npr mad ipgb wbbm npub vm rajk aom xajmdkr dib iajk as rajk yvwbkpdvam vq pttkapxivml pyy tpdkvadq nbm pmu oanbm rajml pmu ayu ipgb p tpkd da typr vm dib pxivbgbnbmd as\n",
      "Iter 0 of start 2: wiowci ob tirzins ivnowi m cmsjesk tmr pmji zfer ponsesk os zfi lomrz ob bnmsli uh znoowr ob zfi mcceij iawijezeosmnh bonli zfer cmsjesk er wmnz ob zfi loslinzij vsezij smzeosr wcms bon zfi ceuinmzeos ob ivnowi pmji es losxvslzeos tezf ovn knimz nvrrems mcceir e fmyi zfer pirrmki bon mcc ob hov mczfovkf zfi esezemc mrrmvcz pmh soz fmyi uiis pmji es hovn ots lovsznh zfi fovn ob hovn ceuinmzeos er mwwnomlfesk mcc wmzneozr pis msj topis hovsk msj ocj fmyi m wmnz zo wcmh es zfi mlfeiyipisz ob\n",
      "Iter 0 of start 3: rdorid ox tdupdsl dqsord v ivlzmle tvu yvzd pfmu yoslmle ol pfd aovup ox xsvlad gb psooru ox pfd viimdz djrdzmpmolvsb xosad pfmu ivlzmle mu rvsp ox pfd aoladspdz qlmpdz lvpmolu rivl xos pfd imgdsvpmol ox dqsord yvzd ml aolwqlapmol tmpf oqs esdvp squumvl viimdu m fvnd pfmu yduuved xos vii ox boq vipfoqef pfd mlmpmvi vuuvqip yvb lop fvnd gddl yvzd ml boqs otl aoqlpsb pfd foqs ox boqs imgdsvpmol mu vrrsovafmle vii rvpsmopu ydl vlz toydl boqle vlz oiz fvnd v rvsp po rivb ml pfd vafmdndydlp ox\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of', 'people of western europe a landing was made this morning on the coast of france by troops of the allied ejpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of']\n",
      "Iter 0 of start 1: qikqwi kz uioximp iymkqi n wnpblpr uno hnbi xflo hkmplpr kp xfi dknox kz zmnpdi tv xmkkqo kz xfi nwwlib igqiblxlkpnmv zkmdi xflo wnpblpr lo qnmx kz xfi dkpdimxib yplxib pnxlkpo qwnp zkm xfi wltimnxlkp kz iymkqi hnbi lp dkpcypdxlkp ulxf kym rminx myoolnp nwwlio l fnai xflo hioonri zkm nww kz vky nwxfkyrf xfi lplxlnw noonywx hnv pkx fnai tiip hnbi lp vkym kup dkypxmv xfi fkym kz vkym wltimnxlkp lo nqqmkndflpr nww qnxmlkxo hip npb ukhip vkypr npb kwb fnai n qnmx xk qwnv lp xfi ndfliaihipx kz\n",
      "Iter 0 of start 2: dwjdzw jn qwtmwrx wkrjdw h zhxoyxl qht phow mfyt pjrxyxl jx mfw ijhtm jn nrhxiw ga mrjjdt jn mfw hzzywo wbdwoymyjxhra njriw mfyt zhxoyxl yt dhrm jn mfw ijxiwrmwo kxymwo xhmyjxt dzhx njr mfw zygwrhmyjx jn wkrjdw phow yx ijxekximyjx qymf jkr lrwhm rkttyhx hzzywt y fhuw mfyt pwtthlw njr hzz jn ajk hzmfjklf mfw yxymyhz htthkzm pha xjm fhuw gwwx phow yx ajkr jqx ijkxmra mfw fjkr jn ajkr zygwrhmyjx yt hddrjhifyxl hzz dhmryjmt pwx hxo qjpwx ajkxl hxo jzo fhuw h dhrm mj dzha yx mfw hifywuwpwxm jn\n",
      "Iter 0 of start 3: blgbul ge dlwaljo lxjgbl r uroyfot drw qryl asfw qgjofot go asl zgrwa ge ejrozl vh ajggbw ge asl ruufly lmblyfafgorjh egjzl asfw uroyfot fw brja ge asl zgozljaly xofaly orafgow buro egj asl ufvljrafgo ge lxjgbl qryl fo zgoixozafgo dfas gxj tjlra jxwwfro ruuflw f srcl asfw qlwwrtl egj ruu ge hgx ruasgxts asl fofafru rwwrxua qrh oga srcl vllo qryl fo hgxj gdo zgxoajh asl sgxj ge hgxj ufvljrafgo fw rbbjgrzsfot ruu brajfgaw qlo roy dgqlo hgxot roy guy srcl r brja ag burh fo asl rzsflclqloa ge\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of', 'people of western europe a landing was made this morning on the coast of france by troops of the allied ejpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of']\n",
      "Iter 0 of start 1: vocvzo cg lopjowd oswcvo y zydkqdr lyp nyko jmqp ncwdqdr cd jmo ucypj cg gwyduo fe jwccvp cg jmo yzzqok obvokqjqcdywe gcwuo jmqp zydkqdr qp vywj cg jmo ucduowjok sdqjok dyjqcdp vzyd gcw jmo zqfowyjqcd cg oswcvo nyko qd ucdisdujqcd lqjm csw rwoyj wsppqyd yzzqop q myao jmqp noppyro gcw yzz cg ecs yzjmcsrm jmo qdqjqyz yppyszj nye dcj myao food nyko qd ecsw cld ucsdjwe jmo mcsw cg ecsw zqfowyjqcd qp yvvwcyumqdr yzz vyjwqcjp nod ydk lcnod ecsdr ydk czk myao y vywj jc vzye qd jmo yumqoaonodj cg\n",
      "Iter 0 of start 2: ufrumf rc bfysfvk fgvruf e mekalko bey ieaf sply irvklko rk spf dreys rc cvekdf tz svrruy rc spf emmlfa fxufalslrkevz crvdf sply mekalko ly uevs rc spf drkdfvsfa gklsfa keslrky umek crv spf mltfveslrk rc fgvruf ieaf lk drkwgkdslrk blsp rgv ovfes vgyylek emmlfy l peqf sply ifyyeof crv emm rc zrg emsprgop spf lklslem eyyegms iez krs peqf tffk ieaf lk zrgv rbk drgksvz spf prgv rc zrgv mltfveslrk ly euuvredplko emm uesvlrsy ifk eka brifk zrgko eka rma peqf e uevs sr umez lk spf edplfqfifks rc\n",
      "Iter 0 of start 3: trjtur jg vrmfrea rqejtr z uzawlap vzm kzwr fylm kjealap ja fyr hjzmf jg gezahr co fejjtm jg fyr zuulrw rbtrwlfljazeo gjehr fylm uzawlap lm tzef jg fyr hjahrefrw qalfrw azfljam tuza gje fyr ulcrezflja jg rqejtr kzwr la hjaxqahflja vlfy jqe perzf eqmmlza zuulrm l yzir fylm krmmzpr gje zuu jg ojq zufyjqpy fyr lalflzu zmmzquf kzo ajf yzir crra kzwr la ojqe jva hjqafeo fyr yjqe jg ojqe ulcrezflja lm zttejzhylap zuu tzfeljfm kra zaw vjkra ojqap zaw juw yzir z tzef fj tuzo la fyr zhylrirkraf jg\n",
      "['people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of', 'people of western europe a landing was made this morning on the coast of france by troops of the allied eqpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conkunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of', 'people of western europe a landing was made this morning on the coast of france by troops of the allied expeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conjunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of', 'people of western europe a landing was made this morning on the coast of france by troops of the allied ejpeditionary force this landing is part of the concerted united nations plan for the liberation of europe made in conqunction with our great russian allies i have this message for all of you although the initial assault may not have been made in your own country the hour of your liberation is approaching all patriots men and women young and old have a part to play in the achievement of']\n"
     ]
    }
   ],
   "source": [
    "# lengths = [10, 25, 50, 100, 250, 500, 1000]\n",
    "lengths = [(20 + 5 * i) for i in range(15)]\n",
    "n_iterations = 3\n",
    "max_iterations = 100000\n",
    "nstart = 3\n",
    "# Use it on the Moby Dick text\n",
    "subtexts = prepare_subtexts(\"texts/moby_dick.txt\", lengths)\n",
    "Moby_Dick_accuracy = accuracy_varying_text_length(\n",
    "    subtexts,\n",
    "    cipher_generator,\n",
    "    probability_matrix,\n",
    "    max_iterations=max_iterations,\n",
    "    n_iterations=n_iterations,\n",
    "    nstart=nstart,\n",
    ")\n",
    "\n",
    "\n",
    "# Use it on the article text\n",
    "subtexts = prepare_subtexts(\"texts/article_tipping.txt\", lengths)\n",
    "article_tipping_accuracy = accuracy_varying_text_length(\n",
    "    subtexts,\n",
    "    cipher_generator,\n",
    "    probability_matrix,\n",
    "    max_iterations=max_iterations,\n",
    "    n_iterations=n_iterations,\n",
    "    nstart=nstart,\n",
    ")\n",
    "\n",
    "# Use it on the war message text\n",
    "subtexts = prepare_subtexts(\"texts/eisenhower_speech.txt\", lengths)\n",
    "speech_accuracy = accuracy_varying_text_length(\n",
    "    subtexts,\n",
    "    cipher_generator,\n",
    "    probability_matrix,\n",
    "    max_iterations=max_iterations,\n",
    "    n_iterations=n_iterations,\n",
    "    nstart=nstart,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moby Dick accuracy [0.7481481481481481, 0.9316239316239315, 0.9407407407407408, 0.9872611464968153, 0.8959537572254335, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9916926272066459, 0.996135265700483, 0.9946808510638298, 0.9983700081499592]\n",
      "Article accuracy [0.6458333333333334, 0.7304347826086955, 0.8333333333333334, 0.929936305732484, 0.6971428571428572, 0.9384615384615383, 0.43478260869565216, 0.03879310344827586, 0.08695652173913043, 0.6752136752136751, 1.0, 1.0, 1.0, 1.0, 1.0]\n",
      "Eisenhower speech accuracy [0.9404761904761904, 0.7884057971014493, 0.7122302158273381, 0.7309236947791163, 0.8010471204188482, 0.9907407407407408, 0.9276595744680852, 0.9921259842519685, 0.9964028776978417, 0.9966101694915256, 0.9968253968253968, 0.9971346704871061, 0.9972826086956522, 1.0, 1.0]\n"
     ]
    }
   ],
   "source": [
    "print(\"Moby Dick accuracy\", Moby_Dick_accuracy)\n",
    "print(\"Article accuracy\", article_tipping_accuracy)\n",
    "print(\"Eisenhower speech accuracy\", speech_accuracy)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_accuracy_by_length(\n",
    "    lengths=lengths,\n",
    "    accuracy_data=[Moby_Dick_accuracy, article_tipping_accuracy, speech_accuracy],\n",
    "    titles=[\"Moby\", \"article\", \"speech\"],\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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dW7Vq5VHfmDVrFvbt24dXXnkFjz32GB5//HEsXLjQaRlf/zBJSkrCnj17cN111/nku1u1aoWgoCAcOnTI7T2tsvr8oUU0buhULEHosHnzZsyZMwcJCQm4/fbbAdh35qmpqfjPf/6DkydPun3m9OnT6v/Hjh2LPXv24Msvv3RbztNf4WazGePGjcMXX3yB5cuXo2vXrro3gX3zzTedXr/xxhsA4HS9T3BwsNvtSrQYPHgwLBYLFi5c6OT63nvvobS0FDfeeKNH/hdCGa179NFHkZ6e7vR38803Y9CgQeoy119/PZo1a4Z58+Y53cYFqGnPlJQUJCQkYMGCBW71dKxHUlIS9u/f7xSvPXv24KeffvLYXUm4HL9327Zt2Lp1q9NyY8eOBWMMGRkZbt/h2g/Gjx+Pv//+G3fffTfKysoMXfd24sQJp7525swZfPDBB+jRo4fTKJqRPuUpQ4cORWhoKObOnQur1er2vmM7b9u2Da+88gqmT5+Of//733jkkUewaNEifP/9906f8bSvesrNN9+M48eP45133nF77/z58ygvLzf0fSaTCYMHD8aaNWtw4sQJtfzQoUOaT07xdX0IQg8asSMI2O+/tX//fthsNhQWFmLz5s3YsGED4uLi8PXXXztdrP/mm29i4MCB6Nq1K6ZMmYLExEQUFhZi69atOHbsGPbs2QMAeOSRR7By5Ur84x//wB133IFevXqhuLgYX3/9NZYsWaJ73zJXJkyYgIULF2LLli148cUXdZfLz8/HiBEjMGzYMGzduhUfffQRbrvtNqf19OrVCxs3bsT8+fPRunVrJCQkoF+/fm7f1bJlSzzxxBPIyMjAsGHDMGLECBw4cABvvfUW+vTpc1EX2jvy8ccfo0ePHm6nwRRGjBiBBx54ALt27UJKSgpee+013HXXXejTpw9uu+02REREYM+ePTh37hzef/99iKKIxYsXY/jw4ejRowcmT56MmJgY7N+/H3/88QfWr18PALjjjjswf/58DB06FHfeeSdOnTqFJUuWoEuXLh5frH7TTTdh9erVGD16NG688Ubk5+djyZIl6Ny5M8rKytTlrrnmGowfPx4LFy5ETk4Ohg0bBlmW8cMPP+Caa67B1KlT1WV79uyJ5ORk9UL/lJQUj9uyY8eOuPPOO7Fjxw5ERUVh6dKlKCwsxLJly9yW9bRPeUpoaCgWL16M8ePHIyUlBbfeeitatmyJI0eOYO3atRgwYAAWLVqEiooKTJw4ER06dMDzzz8PAMjIyMB///tfTJ48Gb///rs6UcTTvurIpk2b3JJ+ABg1ahTGjx+PL774Avfccw+2bNmCAQMGQJIk7N+/H1988QXWr1/vdJNyT3j22Wfx3XffqdcMSpKERYsWITk5Gbt373Za1pv6EIRX+GMqLkHwgnKbD+XPYrGw6OhoNmTIEPb666+zM2fOaH4uNzeXTZgwgUVHR7OAgADWpk0bdtNNN7GVK1c6LffXX3+xqVOnsjZt2jCLxcLatm3LJk6cqN4LS7ndyYoVK2r17NKlCxNFkR07dsztPeV2CXv37mXp6emsWbNmLCIigk2dOtXttiD79+9nV199NWvSpAkDoN5+Qes+dozZb2/SqVMnFhAQwKKioti9997rdhuRQYMGsS5durh5ud46xJWdO3cyAOyZZ57RXebw4cMMAHvooYfUsq+//ppdeeWVrEmTJiw0NJT17duXffrpp06f+/HHH9mQIUNYs2bNWHBwMOvWrZvTbSoYY+yjjz5iiYmJzGKxsB49erD169fr3u5E6zYasiyzuXPnsri4OBYYGMh69uzJvvnmG81622w29vLLL7NOnToxi8XCWrZsydLS0tR7uTny0ksvMQBs7ty5uu3iSlxcHLvxxhvZ+vXrWbdu3VhgYCDr1KlTrf2qtj51IbTuY8eYvT8PHTqUhYWFsaCgIJaUlMQmTZrEfvnlF8YYYw899BAzmUxs27ZtTp/75ZdfmNlsZvfee69aptdXtVDipPf34YcfMsbst3Z58cUXWZcuXVhgYCCLiIhgvXr1YhkZGay0tFT9PgDs/vvvd1tPXFycm8emTZtYz549mcViYUlJSezdd99l//73v1lQUJDTcnr1Ubbf06dPOy2vt00SxIUQGKMrMwmCd3r27InmzZtj06ZNbu89++yzyMjIwOnTpxEZGekHO8KXvP7663jooYdw+PDhOr0FSG19irg4Ro0ahT/++EOdLUwQ9QldY0cQnPPLL79g9+7dmDBhgr9ViDqGMYb33nsPgwYNqtOkjvqU7zh//rzT65ycHKxbt46eoUv4DbrGjiA4JTs7Gzt37sSrr76KmJgY3HLLLf5WIuqI8vJyfP3119iyZQt+//133efkXizUp3xPYmIiJk2apN7fcfHixbBYLHj00Uf9rUY0UiixIwhOWblyJWbPno3LLrsMn376qdvTFohLh9OnT+O2225DeHg4nnzySYwYMaJO1kN9yvcMGzYMn376KQoKChAYGIj+/ftj7ty5bjcMJ4j6gq6xIwiCIAiCuESga+wIgiAIgiAuESixIwiCIAiCuERodNfYybKMEydOoFmzZvSIF4IgCIIguIcxhrNnz6J169YXfK5zo0vsTpw4oXuXe4IgCIIgCF45evQo2rZtW+syjS6xa9asGQB744SGhvrZxh1JkpCbm4ukpCSPH/59KXuQC7k0RA9y4d+FFw9yIRdPOHPmDGJjY9UcpjYaXWKnnH4NDQ3lMrGTZRlRUVEICwu74HBrY/AgF3JpiB7kwr8LLx7kQi5G8OQSskZ3u5MzZ84gLCwMpaWlXCZ2BEEQBEEQjhjJXWhWLGfIsoyioiLIskwe5EIuDdSDXPh34cWDXMjF11BixxmMMRQVFcHfA6m8eJALuTRED3Lh34UXD3IhF1/T6K6x8xRJkmC1Wv2yXlmWUVFR4fcLi/3pERAQ4PeLZQmCIAiioUGJnQuMMRQUFKCkpMRv67fZbPjzzz/9ep89HjzCw8MRHR3tl3UTBEEQREOEEjsXlKSuVatWaNq0ab0nNYwxWK1WBAQE+D2x85cHYwznzp3DqVOnAECdicTDDaUFQSAXjl148SAX/l148SAXcvE1NCvWAUmScPDgQbRq1QotWrTwkyGh8Ndff+HUqVPo2LEjnZYlCIIgGi00K9ZLlGvqmjZt6jcHxhiqqqr8foEmDx5KHCorK3Hy5EkuZiPJskwuHLvw4kEu/Lvw4kEu5OJrKLHTwN9DrZIk+XX9Cv72UOLAGENpaanfk11y4d+FFw9y4d+FFw9yIRdfQ4kdQRAEQRDEJQIldoQbWVlZEEXRbzODCYIgCILwDr8mdv/73/8wfPhwtG7dGoIgYM2aNRf8TFZWFlJSUhAYGIj27dtj+fLlde4JABCEevkTRBFNvLjGb9KkSRAEAffcc4/be/fffz8EQcCkSZMMfafZzMekaUEQEBkZ6fdT5OTCvwsvHuTCvwsvHuRCLr7Gr4ldeXk5unfvjjfffNOj5fPz83HjjTfimmuuwe7duzF9+nTcddddWL9+fR2b1j/edJ7Y2Fh89tlnOH/+vFpWUVGBTz75BO3atTP8ff6+5YqCKIqIjIz0+0OgyYV/F148yIV/F148yIVcfI1fDdPS0vDcc89h9OjRHi2/ZMkSJCQk4NVXX8Xll1+OqVOnIj09Ha+99lodm9Y/3lygmZKSgtjYWKxevVotW716Ndq1a4eePXuqZZWVlZg2bRpatWqFoKAgDBw4EDt27HD7vqysLHTr1g1BQUG44oorkJ2dDcCekIeGhmLlypVOy69ZswbBwcE4e/asYffakGUZR48e5WI2Ernw7cKLB7nw78KLB7mQi6/hP/V0YOvWrRg8eLBT2dChQ7F161Y/GfHHHXfcgWXLlqmvly5dismTJzst8+ijj2LVqlV4//33sWvXLrRv3x5Dhw5FcXGx03JPPPEEXnnlFezYsQMtW7bE8OHDYbVaERwcjFtvvdVpPQCwbNkypKeno1mzZj6tE2MM5eXlXMxGIhe+XXjxIBf+XXjxIBdy8TV8XETlIQUFBYiKinIqi4qKwpkzZ3D+/Hk0adLE7TOVlZWorKxUX585cwaA/VYeyu08BEGAKIqQZRmMMfVPeY8xBn+ckHTtQIqLK46nS2+//XY88cQTOHz4MARBwE8//YRPP/0UWVlZAICysjIsXrwYy5Ytw7BhwwAAb7/9NjZs2ID33nsPDz/8sLqOJ598EkOGDIEgCFi+fLk6GnjzzTfjzjvvxIABA3DixAnExMTg1KlTWLduHTZs2KDr6E05Y0x9bq0syzCZTGqcHJd1jJ+CKIoQBEG33PV2LsoQu+svMsdyxUWSJJhMJjDGnJZXXPTKPXX3pE6OLhdTJ0e8rZOjy8XU6WLjpDg6fsZfcQKg9t+LqZNWudE6abn4K06O2/XF1Oli4yRJkvp/X+4jvKlTbS71HSdlW1bi5Kt9hDd1cnTRapv6jJO3xyFfxclIQtmgEjtvmDdvHjIyMtzKc3NzERISAgAICwtDTEwMioqKYLPZ1ETQbDYjICAAVqsVlnq1tne8qqoq9bUoiggMDIQkSeqNlAF7h7RYLGrHa9asGYYNG4alS5dCFEWkpaUhJCRETWQPHDgAq9WKvn37oqKiQv2ePn36YN++faiqqlLX26tXL7UTBwcHo0OHDvj9998xYsQI9OnTB126dFGTweXLl6Ndu3a4+uqrwRhzSqYFQUBQUJDhOtlsNthsNhw5cgQlJSU4deoU2rRpg8LCQpSWlqrLR0ZGIjIyEsePH0d5eblaHh0djfDwcBw+fNhpvW3btkVISAhyc3OdNuSEhASYzWbk5OQ4xaJDhw6w2WzIz8+HLMsoLi5Gfn4+LrvsMpSXl+PYsWPqshaLBYmJiSgtLUVBQYFaHhwcjNjYWBQXF6OoqEgtV/qeN3WqqKhAcXExDh06hHbt2nldJ8d4dOzYEeWtW+NYampNnUpLkZiZidLERBSsXatZp1OnTqkuERERXtfJKU7XXIOQggLkjh0LOSCgpk6ZmTD/9ZdmnaqqqlQPURRr6nSxcZowATE7dqCwTx+UJiXV1Ck7G5G//65Zp2bNmqGkpER1AS6u76lxevppdFy1CuXR0e5xWrdOs06tW7fG+fPnnVwupu+pccrIQNusLO04LV+uWafExERIkuTk4pM4ZWQgLDdXM07/6J2N7LJspEakIjrQ/vxpESIe6fcIAPh0H6HGSaNOGd9noNRWisyiTCQ2SUTfsL6qy7Qe0wDAp/uI2uqU8b39uJhZlIlyqRzpUemqy71d7lWPKReqk+E4adRJcckuc46TCBGdi+7F+++fQU5Oc6SlHUZYWE2d3nnHyzg5TCQUrVan7Skj1V7uGifFZfPmE9i8OQ7JycVITq6p0/z5dRMnBSNPw+LmkWKCIODLL7/EqFGjdJe5+uqrkZKSggULFqhly5Ytw/Tp050a0hGtETuloymP5VAy6nPnzuHw4cNISEhAUFCQ+h5jDEI9XzDJNM7j1za6NWnSJJSUlODLL7/E2rVr8cADDwAAFi1ahBtuuAGjR49GeHg4HnroIfTo0QP5+fmIi4tTv2PMmDGIiIjAe++9h6ysLFx77bXIzc1FQkKCut6UlBSMHDkSs2bNAgC88cYbeOutt7Bv3z5069YNt9xyC5566inN+ngzYnf+/Hnk5+ejXbt2qKqqQlhYmN9H7BhjOHPmDEJDQ2E2m/06YifLsupiMpl898tVFCE7PMJNACDabPZyhx2Qo6Oji5JQXXScAgIgMAbJZXa2KElA9a9n1zoxxlBSUoLQ0FB1pMonIwyBgRAlCbLJBOYwQi7Isr1cZ8Tu77//dnLxyQhDUBBMNhuYILjHyWrVrJMgCOjYsQRHjjSDLCsjeAIkSYTJJKOy0ss4BQVBlCTtOFX3Fdc62V1KcfRojQsA2GwmCAKD1eplnIKCIDCmGSfL0zJkyDALNY4iRMR+UID8/HCIIgNQU1dJEiHLvh8JCnreflyxMRtEiBAFUXWJ++gkcnMjALBqHzuMCbDZvNyeAgNryl3iFPRMdV2ZBAamtk2NSzgYE2AyOdfJavX9iJ3SLjJzjpPikp8fDptNhNkswzFOVVVebk8W56Eax+1JaRfAOU6Ky59/hqGqygRRlJ3iVFlZtyN2ZWVlCA8P9+iRYg1qxK5///5Yt26dU9mGDRvQv39/3c8EBgYi0KFzK5hMJrfnjyoNqvwp+GNmqN46L+QiCALS0tJQVVUFQRAwbNgwp8+0b98eFosFP//8M+Lj4wHYH6W2Y8cOTJ8+3anuv/zyCxITEwEAJSUlOHjwIDp37qy+P378eDz22GN44403sHfvXvWWK76qk+JiNpvV0VWgZuN0xWi53vNnL1TevHlzJ0et5fXKfeWuJE+OLp64e1IuMAaTzeZeXj1666nLRde1emen5YJa2t3VQym/qDhV72RFnaex6NVJywW4yDhVt4dunHTqdOhQhOZ325M793KP4uSwfjcXh8TaFXsC4449kfAyTg7rd42Tcni3MWdHxcMxwXTEJ9uTg7vj+mXIkFlN4pGTo/QVARq/673bnjT6hxInm8vvaUe3Ghd7wu2KV9uTxn5eMbc966mLc12VrzQcJ63tpnp7cm0Xxzg5usiy6BQnJQx1dXwykof4dfJEWVkZdu/ejd27dwOw385k9+7dOHLkCAD7xfsTJkxQl7/nnnuQl5eHRx99FPv378dbb72FL774Ag899JA/9OuUixlINZlM2LdvH/bu3evWOYKDg3HvvffikUcewbfffou9e/diypQpOHfuHO68806nZTMyMrBx40ZkZ2dj0qRJiIyMdBpRjYiIwJgxY/DII4/g+uuvR9u2bb12rg1ZlpGXl+f268sfkIu+yw035CEgQIbgcnvG+vZoCG3ij3ZJS8urHvHwL7y4mAVz3XhoBfsCQa8zFy8gF/5dLoRfR+x++eUXXHPNNerrGTNmAAAmTpyI5cuX4+TJk2qSB9jPm69duxYPPfQQXn/9dbRt2xbvvvsuhg4dWu/uvFPbUO0LL7wAWZYxfvx4nD17Fr1798b69esREeH8K3r27NmYPn06cnJy0KNHD/z3v/+FxWUI+84778Qnn3yCO+64o07qAdiT3KqqKt/PRqrt6Kqzrjpz8QLeXOzXvvh/piO1Cbl4Ci8eALnoQS7G8Wtil5qaWusOWOupEqmpqfj111/r0EqHejpQMMZQUVGBIIOfu9ATOByf6hEUFISFCxdi4cKFmsumpqZClmVUVFRgzJgxtQ4BHz9+HC1atMDIkSMNGhMEQRAE4Wsa1DV2BD+cO3cOJ0+exAsvvIC7777bbSSPIAiCIIj6p0HdoLixwEuSVJvHSy+9hE6dOiE6OhpPPPFEnXqIooi2bdvqXmRan5CLvktWVltIkv8fE0VtQi6eIDGJCw9yIRdfw79hI0OZVeSPmbhGPJ599llYrVZs2rTJacZqXbmEhIT4vU3IpXaXgoIQMOb/fkttQi6ewMC48CAXcvE1lNhxhnKNnb8v/ubFA7DfCf3gwYNu9/UhF75cxo49CLPZvy7UJuTiKWbBzIUHuZCLr6HEjkN4SKYAfjwA9xtN+hNy0SYggA8XahNtyMUdXjwActGDXIxDiR1BEARBEMQlAiV2BEEQBEEQlwiU2HGI1iPQ/AEvHqIoIiEhgZuZjuSi7ZKZmeD3GWPUJuTiKRKTuPAgF3LxNfwbNkJ4mNEH8OMBAGYzP7dcJBdtysvN9XUf71qhNtGGXJxhYFx4kAu5+BpK7DikoqLC3wpISEjAK6+84tGyy5cvR3h4eJ25yLKMnJwcLi6KJxd9l/T0HL8/R5HahFw8xSyYufAgF3LxNfz8tOUcIaN+R6/kmfXTeZYvX47p06ejpKTEqXz79u0wmUz14kAQBEEQhG+gxK4RY7Vadd9r2bIlFyOHBEEQBEF4Dp2KvYT49ttvMXDgQISHh6NFixa46aabkJubCwA4fPgwBEHA559/jkGDBiEoKAgff/wxJk+ejNLSUgiCAEEQ8OyzzwKwn4pdtGiR+t0lJSW4++67ERUVhaCgICQnJ+Obb77Rdfnqq6+QkpKCoKAgJCYmIiMjAzabrU7rTxAEQRCNHRqxu4QoLy/HjBkz0K1bN5SVlWHmzJkYPXo0du/erS7z+OOP49VXX0XPnj0hiiIWLFiAmTNn4sCBAwDg9Hgw5SJ0WZaRlpaGs2fP4qOPPkJSUhL27t2re6r2hx9+wIQJE7Bw4UJcddVVyM3Nxb/+9S8AwKxZswzXSxRFdOjQgZuZjuSi7bJyZQfYbP6fFUttQi6eYGM2LjzIhVx8DSV2lxBjx451er106VK0bNkSe/fuVRO26dOnY8yYMeoyYWFhEAQB0dHRut+7ceNGbN++Hfv27UPHjh0BAImJibrLZ2Rk4PHHH8fEiRPVZefMmYNHH33Uq8QOAGw2GywWi1ef9TXkok1wsA1nzlj8PmuM2oRcPEGAwIUHuZCLr+E/9Wyk7NoF/PKL+19t5OTkYNy4cUhMTERoaCji4+MBAEeOHFGX6d27t8cOyqnT3bt3o23btmpSdyH27NmD2bNnIyQkRP2bMmUKTp48iXM//qhdsVoqJ8sy8vPzuZnpSC7aLmlp+TCZ/D8rltqEXDzBJJi48CAXcvE1NGJ3CTF8+HDExcXhnXfeQevWrSHLMpKTk1FVVaUuExwcbPh7mzRpYmj5srIyZGRkOI0MKgQVFxteP8EPerPDzYIZ6fi9nm0IgiAIVyixu0T466+/cODAAbzzzju46qqrAAA//vjjBT9nsVggSVKty3Tr1g3Hjh3DwYMHPRq1S0lJwYEDB9C+fXv3Ny807EgQBEEQhNdQYneJEBERgRYtWuDtt99GTEwMjhw5gscff/yCn4uPj0dZWRk2bdqE7t27o2nTpmjatKnTMoMGDcLVV1+NsWPHYv78+Wjfvj32798PQRAwbNgwt++cOXMmbrrpJrRr1w7p6ekQRRF79uxBdnY2nhs1yqv68XAxvAK5aGO18uFCbaINubjDiwdALnqQi3EoseMUxozdEFkURXz22WeYNm0akpOTcdlll2HhwoVITU0FDh0ClIPdH38ADrcdufLKK3HPPffglltuwV9//YVZs2aptzwJCAhQHyu2atUqPPzwwxg3bhzKy8vRvn17vPDCC5ouQ4cOxTfffIPZs2fjxRdfREBAADp16oS77rrLcDsAgMlk8vj6Pl9R2w2p2Sw+rpz1R7voYWM2rFrlfxee2sRkMnHRJgC5aMFLnwXIRQ9y8Q5K7Dykvg7mjDH89psMq5UBMJbcDR48GHv37nX7PuX0J9uxQ/NzixcvxuLFi53KlAvQGWMQBAHNmzfH0qVLNT8/adIkTJo0yals6NChGDp0qPvCXpyKZYyhrKwMwcHBfn9+rQCBGxfGGMrLy7lwESAgKroMhYXBhn+U+BLGGFq3Ltf1qM/ZbIwxREfru9Qn5OIOL32WXMjF1zSMccVGRrNmVfDzcRoAnCZd+BNZlnHs2DEuZjqaBBM3Lry1S2rqMb/PGJNlmQsPcuHfhZc+Sy7k4msosSMIgiAIgrhEoMSOIAiCIAjiEoESOw6RJD7CwsvsQkEQYLFY/H4dmQIvLry1S2mpBUavC/U1giBw4UEuDcOFFw+AXPQgF+PQ5AnOsO/0Av2tAUEQEBjofw/AnmDW9giz+sTGbNy48NYumZn+dxFFkQsPgFz04MWFlz4LkIse5OIdfAzJECqMMQQG2gD495YajDHYbDb7rFo/wxhDSUkJFy4iRG5ceGuXxMQSiKL/+y0PHuTCvwsvfZZcyMXXUGLHIcHBVi5mxVqtVn8rALDPoisoKOBi9qcoiNy48NYuffsWQBT9PyuWBw9y4d+Flz5LLuTiayixIwiCIAiCuESgxI4gCIIgCOISgRI7DrFaTf5WAGB/9I8vOHz4MARBwO7du736vCAIXDxdQYEXF97apaAgGP6eMSYIAhce5NIwXHjxAMhFD3IxDs2K9ZD6O3YKACzQefpXvaHcSoMHRFFEbGysvzUA2GdG8eLCW7tkZfnfRRRFLjwActGDFxde+ixALnqQi3fQiB23+H92odVq5WLGpSzLKCoq4mOSAMS6cREE/T8deGuX5OQiv19YLMsyFx7kwr8LL32WXMjF11BixylGRwhXrlyJrl27okmTJmjRogUGDx6M8vJyTJo0CaMefhgZ77yDlkOGIDQ1FffMm4cqhxmvsixj3rx5SEhIQJMmTdC9e3esXLkSNptNXSY7OxtpaWkICQlBVFQUxo8fj6KiIqfveOmll9C+fXsEBgaiXbt2eP75550c8/LycM0996DpwIHofttt2Prbbx7VjTGGoqIiLpJMURC5ceGtXew7Pf//IOHBg1z4d+Glz5ILufgaSuwuAU6ePIlx48bhjjvuwL59+5CVlYUxY8aoB/xNO3ZgX34+spYswafPPYfVW7Yg45131M/PmzcPH3zwAZYsWYI//vgDDz30EMaPH48ffvgBAFBSUoJrr70WPXv2xC+//IJvv/0WhYWFuPnmm9XveOKJJ/DCCy/gmWeewd69e/HJJ58gKirKyfOpp57Cw//8J3Z//DE6tmuHcU8/7ZQ8EgRBEARxcdA1dpcAJ0+ehM1mw5gxYxAXFwcA6Nq1q/q+JSAAS2fORNOgIHRJSsLsu+/GIwsXYs4998BaWYm5c+di48aN6N+/PwAgMTERP/zwA9577z0MGTIEixYtQs+ePTF37lz1O5cuXYrY2FgcPHgQMTExeP3117Fo0SJMnDgRAJCUlISBAwc6eT788MO4sXt3AEDGv/6FLrfcgkPHjqFTfHxdNg9BEARBNBooseMUI2fXunfvjuuuuw5du3bF0KFDcf311yM9PR0RERH29zt0QNOgIHX5/l27ouzcORwtLETZoUM4d+4chgwZ4vSdVVVV6NGjBwBgz5492LJlC0JCQtzWnZubi5KSElRWVuK6666r1bNbt27q/2MiIwEAp4qLL5jYCYKAsLAwLmZ/Msa4ceGtXXJzw8CY/2fF8uBBLvy78NJnyYVcfA0ldtzieecxmUzYsGEDfv75Z3z33Xd444038NRTT2Hbtm0X/GxZWRkAYO3atWjTpo3Te4GBgRAEAWVlZRg+fDhefPFFt8/HxMQgLy/PI8+AgACg+tSrkozIHmSwoigiJibGo3XUNRIkblx4a5cdO/zvIooiFx4AuejBiwsvfRYgFz3IxTvoGjtuMXaBpiAIGDBgADIyMvDrr7/CYrHgyy+/BADsycnB+YoKddn/y85GSNOmiI2KQufOnREYGIgjR46gffv26l9SUhKioqLAGENKSgr++OMPxMfHOy3Tvn17BAcHo0OHDmjSpAk2bdrk0xZQkGUZJ0+e5GL2pwkmblx4a5c+fU7CZPL/rFgePMiFfxde+iy5kIuvocSOU4ycXdu2bRvmzp2LX375BUeOHMHq1atx+vRpXH755QCAKqsVdz73HPbm5WHdTz9h1n/+g6n/+AdEUUSzZs3w8MMP46GHHsL777+P3Nxc7Nq1C2+88Qbef/99AMD999+P4uJijBs3Djt27EBubi7Wr1+PyZMnQ5IkBAUF4bHHHsOjjz6KDz74ALm5ufi///s/vPfeez5pC8YYSktLuZj9KQgCNy68tUtSUikEwf+zYnnwIBf+XXjps+RCLr6GTsVeAoSGhuJ///sfFixYgDNnziAuLg6vvvoq0tLS8Pnnn+O6Pn3QITYWV//rX6i0WjHu+uvx7L/+pX5+zpw5aNmyJebNm4e8vDyEh4cjJSUF//73vwEArVu3xk8//YTHHnsM119/PSorKxEXF4dhw4ZBFO2/DZ555hmYzWbMnDkTJ06cQExMDO655x6/tAdBEARBNFYosfOQ+hoUYYwhP78Cf/8ddOGFq7n88svx7bff1rpMxt13I+PuuzXfEwQBDz74IB588EEnjwqH07cdOnTA6tWrdb9fFEU89dRTeOqpp9zei4+PrxlV+uUXAEB4s2Zg/n68BkEQBEFcYtCpWA45f95cb4lkbZjNfOT9giAgMjKSi9mfMpO5ceGtXbKzIyHL/p8Vy4MHufDvwkufJRdy8TV8HLkJFUEQcP58gL81IAiCfRYrB4iiiMjq26P4GxkyNy68tUt2tv9dRFHkwgMgFz14ceGlzwLkoge5eAeN2HEGYwzNmlX57ALN5cuXY80rr3jlUVVVxcWF+bIs4+jRo1zM/jQLZm5ceGuX1NSjMJv9PyuWBw9y4d+Flz5LLuTiayix45CAAMnfCgAASeLDgzGG8vJyLpJMANy48NYu0dHlMHqbHl/DGOPCg1wahgsvHgC56EEuxqHEjiAIgiAI4hKBEjsNeDi1RdTEgYfJAQRBEATREKDJEw5YLBaIoogTJ06gZcuWsFgs9Z5UMMZQViaBsQpoPVbM4Q4kvkHnCxljkCQJFRUV9dcG1S7K9X2nT5+GKIoIDAxEdHS0es88fyIzmRsXURS5cZGZjO3boyHL/nURRZELD3Lh34WXPksu5OJrKLFzQBRFJCQk4OTJkzhx4oTfPGpbdX6+F19YVOTjL7wIDLg0bdoU7dq1g8lkQnh4eN16eYgMmRsXQRC4cZEhIy8v3N8aEASBCw+AXPTgxYWXPguQix7k4h2U2LlgsVjQrl072Gw2v0wekGUZ8+Ydx88/t4HN5v7LYP9+L740LU3/PZ0vlGUZx48fR5s2bXw7IuShi8lkgtlshiAIkGUZhw8fRnx8vN9Hp8yCGXl5eVy48NYuQ9LysGFDvGa/rS9kWUZa2mG/e5AL/y689FlyIRdfQ4mdBso93PxxHzdJkmC1Svjzz0DYbCa394M8fyBFDX/+qf+ezhdKkgRJkhAYGAiTyd3Da7xw4enWKwC4ceGtXcLCquDvGWOMMS48yKVhuPDiAZCLHuRiHL7TToIgCIIgCMJjKLEjCIIgCIK4RKDEjjNEUURWVltIkv9nF7Zt29bv127x5iIxiRsX3tqFl37Lgwe58O/CS58lF3LxNXSNHWcIgoCCghB/a0AQBISE1K+HkKF/WxU2i4/rGhhYvbeLHv6IkR4MjJt+y4MHQC568OLCS58FyEUPcvEO/lPPRoYkSRg79iDMZv8+zkuSJBw8eJCLx4qZBTO5aMBbjHjptzx4kAv/Lrz0WXIhF19DiR2HBATw8eQLnp7AQS7a8OTCS7/lxQMgFz14ceHFAyAXPcjFOJTYEQRBEARBXCIYTuzi4+Mxe/ZsHDlypC58CIIgCIIgCC8xnNhNnz4dq1evRmJiIoYMGYLPPvsMlZWVdeHWKBFFEZmZCX6feaM8Xo2XGZfk4g5vMeKl3/LgQS78u/DSZ8mFXHyNV4nd7t27sX37dlx++eV44IEHEBMTg6lTp2LXrl114djoKC83g4eHCZjNfEyaZmDkogMvLgyMm37LiwdALnrw4MJTnyUXcvElXqeeKSkpWLhwIU6cOIFZs2bh3XffRZ8+fdCjRw8sXbrU48ccvfnmm4iPj0dQUBD69euH7du317r8ggULcNlll6FJkyaIjY3FQw89hIqKCm+rwR2yLCM9PQdms38v0pRlGTk5OVxcnG8WzOSiAW8x4qXf8uBBLvy78NJnyYVcfI3XP/etViu+/PJLLFu2DBs2bMAVV1yBO++8E8eOHcOTTz6JjRs34pNPPqn1Oz7//HPMmDEDS5YsQb9+/bBgwQIMHToUBw4cQKtWrdyW/+STT/D4449j6dKluPLKK3Hw4EFMmjQJgiBg/vz53laFIAiCIAjiksBwYrdr1y4sW7YMn376KURRxIQJE/Daa6+hU6dO6jKjR49Gnz59Lvhd8+fPx5QpUzB58mQAwJIlS7B27VosXboUjz/+uNvyP//8MwYMGIDbbrsNgH0ix7hx47Bt2zaj1SAIgiAIgrjkMHwqtk+fPsjJycHixYtx/PhxvPLKK05JHQAkJCTg1ltvrfV7qqqqsHPnTgwePLhGRhQxePBgbN26VfMzV155JXbu3Kmers3Ly8O6detwww03GK0GQRAEQRDEJYfhEbu8vDzExcXVukxwcDCWLVtW6zJFRUWQJAlRUVFO5VFRUdi/f7/mZ2677TYUFRVh4MCBYIzBZrPhnnvuwZNPPqm7nsrKSqdZu2fOnAFgv/u5csd+QRAgiiJkWXa6NlCvXBRFCIKgW+76JABl1qLrtVBa5YwxrFzZAZIkuNzhWoDNJoIx5rS8R+4OF9gLsgxRliGbzWD2htCsE2MMiYmJEARBbS9v6wQAJpPJ7u7oAkC02cBEEbIowuzwRDEbs0GECFGwf19iYqL6ns/i5DLxQJQkoNrR1UWAAJNgUl2U79OLh+E4mUxgQs1KneLk0PauderZMxE2G4MkMTDm3GcqKryMkyBANplqXFATJ7Pg/FtQiRMArFmTCIDBZJIhSSJMJhmCwJQuZjxOggCBMf04adRJEATVQ2kLm80EQVC8nF08jpPJBFGStOME9z4piiJEUcSaNUlOLpIkqnFy3KQMxclshslm044T9Pvk6tXOLowJapwkycvtyWyGKEnacapexrVOgiBg1ar2Ti5ATZwkycvtyWyGwJhmnETIkCHDLDg7rl7dHjabWH3dVE1d7TMfvdyXO7SDa5yU/Yrr/g0A1qxJgs0mQhRliGKNC2P2yHq133NwcY2T4iIxyT4pzKFt1qxJhM0mqNuNMybv9nuO+36XOCkuMnOP05o1iZBl+wKucWLMy2OuS191jFNtxyH7vkX5Luc4yXLd5hGezlsAvEjsLpTU1SVZWVmYO3cu3nrrLfTr1w+HDh3Cgw8+iDlz5uCZZ57R/My8efOQkZHhVp6bm6s+ZzMsLAwxMTEoLCxEaWmpukxkZCQiIyNx/PhxlJeXq+XR0dEIDw/H4cOHUVVVpZa3bdsWISEhyM3NdepQCQkJMJvtF9070qFDB9hsNuTn56tloigiODgOTZtWYdCg42p5aakFmZmJKC0tRUFBgVoeHByM2NhYFBcXo6ioSC13qlN6ek2dsrMRmZ2N4wMHojw6Gqh2cq0TYwySJCEuLg7NmjW76Dp17NgR5eXlOObgYiktRWJmJkrj41HQty/Sq3P8gsoCZP2dhc4hnZEckgwAOHjwIFq0aOHbOI0cCTkgoKZOmZkwl5cjJz1ddQGAlYUrEWwKRlpkmupisVhq6nTsWE2dLBYkJnoRp5QUlCYlacfJoY0d61RZWYlbbpFQWWlCVlYsCgpCMHJkrnp39JwcL+MUFYVjqamacUqP6quWu8Yp8JaDqKw0ITc3HDt2xCAlpRBJSaVKFzMep6gohBQUaMepeuKIa52sVituueUQKitNAARYrSJWreqIqKhypKYeU10MxyklBTE7dmjHCdCsU1hYGG64IR8WiwR72gVkZbVV45ST4+X2NHIkOq5apR0nQLNObdu2Rc+ep5GQUKq65OaGqXHKyfFye0pPR9usLO04VVVp1ql9+/aIijqHgQOPqy6OccrJ8XJ7Sk9HWG6uZpw6h2QjuywbA8MHIjowWi3f26kYv//eEkOGHEZYWE3fy8pqC8DLfXn1Pk60Wt3ilB4FlNpKkVmUifgm8egbVrM9lV5zFN9+m4DOnYuRnFzT93JzwwB4ud9z2N+6xknZx2UWZaJcKkd6VM2ygbccxCefdELTphLS0mr6ntUqAvByv+fg4honxSW7zD1OgbccxI8/tkFuboRbnMrLvTzmOri4xklx0YpT4C0H8eefocjKaucWp8LCus0jWrRoAU8RmAdpYEREhDpycyGKi4s9Wq6qqgpNmzbFypUrMWrUKLV84sSJKCkpwVdffeX2mauuugpXXHEFXn75ZbXso48+wr/+9S+UlZVp3s9La8RO6WihoaEA+BqxkyQJEyfmYdWq9tW/1FQb2GwiZNmLEbvAwJpy1xG76hnFrnWSJAmHDh1Cx44dYTabfTdiZ7E41Mh5xC7IITd3/KVkFszYOXYnOnTogICAAN/FyeEgBDiP2Lm6KCN2ikv79u1hsVh8N2JnNuuP2DnM+nask81mw+TJh7B6dXtUVgb4bsSuegRRK06WWdojdhbRgjH7d2L16vawWs1OI3aKvuE4BQToj9hJkmad7NvPweqRGHsdHEfsXF08jlNgoP6IXbWLa51kWcaECQexenWS6uI4Yuc4md9QnIKC9EfsrFbNOjHGMH78QXz5ZY2L44hdZaWX21NQkP6IXfXByrVOdpec6hGqGn8lTlarl9tTUJDuiJ3lafeRILNgxuh9u7BiRcfq1nMesZNlL/flQUFquWuclP2K60iQWTBjzP5d+OKLjtUjP84jdvZ9vxf7PYd9v2ucFBfXETu7y0588UVHSJLJbcTOavVyxM7xOOQSJ8XFdcROcVm5siOqqsxuI3ZVVV4ecx2OQ4BznGo7Dtn3cR1QURHgNmJXWVm3eURZWRnCw8NRWlqq5i56eDRit2DBAk8WM4TFYkGvXr2wadMmNbGTZRmbNm3C1KlTNT9z7tw5t+TNZFJ2Utr5aWBgIAIdOpTj50wOO0UAbt/tbbnr93pTbt+Y3csFQdBcvlZHm829XCmrpQ2UDmbUXa9cEASYNFwEWYZJlmFzCaEMGTKTVRfFzWdx0nBRyl1dGBhszKZ+n1I/vXgYjpPLRqyW22xuMXJ0kGURNptJ/RHg2GccP2YoTozpxsnG3Kf6y5BhYzbVRbmBp/Kv6yo8jlP1Nq0Zp1raXfFwbAtle3L9iMdxUi5Z0IuTTp1kWXBzAaDpAngYp+r20I2TRp0kSVLbwNXFnty5r9OjODms381FZ99hP2BpuzB2EduTw/pd46T0WmUbdlyf/aM+3Je7tINjnBz3K477NwDq6UZZFqF1ByOv9nsa/UPLxf66ZllZtp+KNnocqjVOWseh6jhdyEVpG9c4Kbm74ThpbTfVcartOGTft4jq/x3jpIShrvIITwfXAA8Tu4kTJ3r8hUaYMWMGJk6ciN69e6Nv375YsGABysvL1VmyEyZMQJs2bTBv3jwAwPDhwzF//nz07NlTPRX7zDPPYPjw4boBJAiCIAiCaCwYvsbOZDLh5MmTbveZ++uvv9CqVSu34cPauOWWW3D69GnMnDkTBQUF6NGjB7799lt1QsWRI0ecstmnn34agiDg6aefxvHjx9GyZUsMHz4czz//vNFqcI39Ogb/8/TTIr76SvOHVr3ffVvvV40/4MmFl74C8OPCiwdALnrw4sKLB0AuepCLcTy6xs4RURRRUFDgltidOHECSUlJOH/+vE8Ffc2ZM2cQFhbm0Xlqf1HbiKtXCZWXX+hzjwt8qfBsLeubVQeZZANxaSgxwrPaK6wLD57ahFz4d9Httzp9tt49yKXxuniIkdzF4xG7hQsXArCf53333XfVGaWA/ZqJ//3vf273syOMwxhDdHQ5CguDXSZPNE4PABAgoKysDMHBwYauM7jUXXiLUVR0md9deGoTcuHbhZc+Sy7k4ms8Hld87bXX8Nprr4ExhiVLlqivX3vtNSxZsgTnzp3DkiVL6tK1USDLMlJTj2ncO6hxegCASTDh2LFjXDwTlScX3mLEgwtPbUIufLvw0mfJhVx8jccjdsp9lK655hqsXr0aERERdSZFEARBEARBGMfw5IktW7bUhQdBEARBEARxkRie4jF27Fi8+OKLbuUvvfQS/vGPf/hEqjEjCAJKSy1Q7sje2D0ULBaL369pU+DFhbcY8eDCU5uQC/8uvHgA5KIHuRjH8KzYli1bYvPmzejatatT+e+//47BgwejsLDQp4K+hmbFev6F3MxcA82K9fHHvHahWbHk0hBdaFYsuXDr4iFGchfDI3ZlZWWwuDyOAwACAgJw5swZo19HuMAYQ2JiidOjShqzBwCIEFFSUmLoIciNwYW3GPHgwlObkAvfLrz0WXIhF19jOLHr2rUrPv/8c7fyzz77DJ07d/aJVGNGlmX07VsAUfT/7EIePABAFOz3TuRhJipPLrzFiAcXntqEXPh24aXPkgu5+BrDkyeeeeYZjBkzBrm5ubj22msBAJs2bcKnn36KFStW+FyQIAiCIAiC8AzDid3w4cOxZs0azJ07FytXrkSTJk3QrVs3bNy4EYMGDaoLR4IgCIIgCMIDDCd2AHDjjTfixhtv9LULAfuMsYKCYPh75g0vHgo8POlBgRcX3mLEgwtPbUIu/Lvw4gGQix7kYhyvEruSkhKsXLkSeXl5ePjhh9G8eXPs2rULUVFRaNOmja8dGxWiKCIrK9bfGtx4AICN2RAbSy6u8BYjHlx4ahNy0YYXF176LEAuepCLdxiePPHbb7+hY8eOePHFF/Hyyy+jpKQEALB69Wo88cQTvvZrdMiyjOTkIr9foMmLB2CfjVRUVMTFhAWeXHiLEQ8uPLUJufDtwkufJRdy8TWGE7sZM2Zg0qRJyMnJQVBQkFp+ww034H//+59P5Ro8gqD/pwNjrLrz+P+2ETx4APbZSEVFRVzcYoQnF95ixIMLT21CLny78NJnyYVcfI3hxG7Hjh24++673crbtGmDgoICn0gRBEEQBEEQxjGc2AUGBmreiPjgwYNo2bKlT6QIgiAIgiAI4xhO7EaMGIHZs2fDarUCsM9wOnLkCB577DGMHTvW54KNDUEQkJsbBsb8P7uQBw/AfuomLCyMi5moPLnwFiMeXHhqE3Lh24WXPksu5OJrDCd2r776KsrKytCqVSucP38egwYNQvv27dGsWTM8//zzdeHYqBBFETt2xECSDIfmkvQAAAkSYmJiIIrk4ghvMeLBhac2IRe+XXjps+RCLr7GsGFYWBg2bNiAb775BgsXLsTUqVOxbt06fP/99wgODq4Lx0aFLMvo0+ckTCb/zy7kwQMATDDh5MmTXMxE5cmFtxjx4MJTm5AL3y689FlyIRdfYyixs1qtMJvNyM7OxoABA3Dffffh0UcfxeDBg+vKr9HBGENSUikEoX5m3ggZguZf4HOB9epRq6MgoLS0lIuZqIIgYMaMUgQGMiOTneuE+u4rtSEIAhcuPLUJufDtwkufJRdy8TWGEruAgAC0a9cOkiTVlQ9BEARBEAThJYZPxT711FN48sknUVxcXBc+BEEQBEEQhJcYfqTYokWLcOjQIbRu3RpxcXFu19Xt2rXLZ3KNEUEQkJ0dCVn278wbmclceCgukZGRXMxE5aldeOkrAD/twlObkAvfLrz0WXIhF19jOLEbNWpUHWgQCqIoIjs70t8akCFz4QHYXSIj+XHhpV146SsAP+3CU5uQiza8uPDSZwFy0YNcvMNQYmez2SAIAu644w60bdu2rpwaNbIsIzX1OH78sQ1sNv9NqzYLZgxMPep3D8Xl6NGjaNOmjd9vM8JTu/DSVwB+2oWnNiEXvl146bPkQi6+xpCd2WzGyy+/DJvNVlc+jR7GGKKjywH4f+YNLx4AUF5ezsWsWICfduGprwB8tAtPbUIu/Lvw4gGQix7kYhzDaee1116L77//vi5cCEKXjAwgKMj99iIcXHZHEARBENxg+Bq7tLQ0PP744/j999/Rq1cvt8kTI0aM8JkcQRAEQRAE4TmGE7v77rsPADB//ny39wRBoHvcXSSiKGL79mjIsp+vg2EyFx7kog8vfQXgp114ahNy4duFlz5LLuTiawwndjw8SulSRhAE5OWF+1sDMmQuPABy0YOXvgLw0y48tQm5aMOLCy99FiAXPcjFO/hPPRsZsiwjLS0PZrN/E2izYObCg1z04aWvAPy0C09tQi58u/DSZ8mFXHyNV4nd999/j+HDh6N9+/Zo3749RowYgR9++MHXbo0SxhjCwqrAw8wbXjwActGCp74C8NEuPLUJufDvwosHQC56kItxDJ+K/eijjzB58mSMGTMG06ZNAwD89NNPuO6667B8+XLcdtttPpckiMaMkKE99dcsmJGO3+vZhiAIguAZw4nd888/j5deegkPPfSQWjZt2jTMnz8fc+bMocSOIAiCIAjCTxg+FZuXl4fhw4e7lY8YMQL5+fk+kWrMiKKIrKy2kCT/Xv4oMYkLD3IhFyPwsv2QC/8uvPRZciEXX2PYMDY2Fps2bXIr37hxI2JjY30i1ZgRBAEFBSFgzL933mVgXHiQC7kYgZfth1z4d+Glz5ILufgaw4ndv//9b0ybNg333nsvPvzwQ3z44Ye45557MH36dDz88MN14diokCQJY8cehNns3/sBmgUzFx7kQi5G4GX7IRf+XXjps+RCLr7G8DV29957L6Kjo/Hqq6/iiy++AABcfvnl+PzzzzFy5EifCzZGAgL4mE7NiwdALnqQizu8eADkogcvLrx4AOSiB7kYx3BiBwCjR4/G6NGjfe1CEARBEARBXASGT8Xu2LED27Ztcyvftm0bfvnlF59IEQRBEARBEMYxPGJ3//3349FHH0W/fv2cyo8fP44XX3xRM+kjPEcURWRmJvh95o3EJC48yIVcjMDL9kMu+vdfFCAgNPO839uFlz5LLuTiawwb7t27FykpKW7lPXv2xN69e30i1dgpLzeD+fnm1gyMCw9yIRej8OIBkIsWvPQVXjzIhVx8jeHELjAwEIWFhW7lJ0+ehNns1SV7hAOyLCM9Pcfvz6MzC2YuPMiFXIzAy/ZDLvrw0ld48SAXcvE1hhO766+/Hk888QRKS0vVspKSEjz55JMYMmSIT+UIgiAIgiAIzzE8xPbKK6/g6quvRlxcHHr27AkA2L17N6KiovDhhx/6XJAgCIIgCILwDMOJXZs2bfDbb7/h448/xp49e9CkSRNMnjwZ48aNQ0BAQF04EgRBEARBEB4gMNYQLgX0HWfOnEFYWBhKS0sRGhpatysTann0iE6zM8Zgsciw2UQA7p/3Klq1eAjP6n/M/JzNtx7k0ihd6sKjXrcfcvHKpSH0W148yKURu3iIkdyF/3m7jZDgYFut++76QIDAhQe5kItRePEAyEULXvoKLx7kQi6+hhI7zpBlGWlp+TCZ/DvzxiSYuPAgF3IxAi/bD7now0tf4cWDXMjF11BiRxAEQRAEcYlAN57zE3p3ZTcLZqTj93q2IQiCIAjiUoBG7DjEauUjLLx4AOSiB7m4w4sHQC568OLCiwdALnqQi3E8GrGLiIiA4OEVg8XFxRcl1NixMRtWrerobw1uPABy0YNc3DGZTFx4AOSiBy99hRcPgFz0IBfv8CixW7Bggfr/v/76C8899xyGDh2K/v37AwC2bt2K9evX45lnnqkTycaEAAFR0WUoLAwGY/6bfsOLB7mQixEYY4iOLve7B7now0tf4cWDXMjF13g0rjhx4kT176effsLs2bPx6aefYtq0aZg2bRo+/fRTzJ49G99//31d+17ymAQTUlOP+X3mDS8e5EIuRpBlmQsPctGHl77Ciwe5kIuvMXzCeP369Rg2bJhb+bBhw7Bx40afSBEEQRAEQRDGMZzYtWjRAl999ZVb+VdffYUWLVr4RIogCIIgCIIwjuHbnWRkZOCuu+5CVlYW+vXrBwDYtm0bvv32W7zzzjs+F2yMlJZaoPXIksbqAZCLHuTijCAIXHiQS+3w4sKLB0AuepCLcQwndpMmTcLll1+OhQsXYvXq1QCAyy+/HD/++KOa6BHeY2M2ZGYm+luDGw+AXPQgF3dEUeTCAyAXPXjpK7x4AOSiB7l4h1c3ZenXrx8+/vhj7Nq1C7t27cLHH39MSZ2PECEiMbEEoljHTxRuIB7kQi5GYIxx4UEu+vDSV3jxIBdy8TVeJXa5ubl4+umncdttt+HUqVMAgMzMTPzxxx8+lWuMiIKIvn0LIIr+nXnDiwe5kIsRZFnmwoNc9OGlr/DiQS7k4msMJ3bff/89unbtim3btmHVqlUoKysDAOzZswezZs3yuSBBEARBEAThGYYTu8cffxzPPfccNmzYAIvFopZfe+21+L//+z+fyhEEQRAEQRCeYzix+/333zF69Gi38latWqGoqMiwwJtvvon4+HgEBQWhX79+2L59e63Ll5SU4P7770dMTAwCAwPRsWNHrFu3zvB6eaagIBg8zLzhxQMgFz3IxRlBELjwIJfa4cWFFw+AXPQgF+MYnhUbHh6OkydPIiEhwan8119/RZs2bQx91+eff44ZM2ZgyZIl6NevHxYsWIChQ4fiwIEDaNWqldvyVVVVGDJkCFq1aoWVK1eiTZs2+PPPPxEeHm60GtxiYzZkZcX6W4MbD4Bc9CAXd0RR5MIDIBc9eOkrvHgA5KIHuXiH4RG7W2+9FY899hgKCgogCAJkWcZPP/2Ehx9+GBMmTDD0XfPnz8eUKVMwefJkdO7cGUuWLEHTpk2xdOlSzeWXLl2K4uJirFmzBgMGDEB8fDwGDRqE7t27G60Gt4gQkZxc5PcLNHnxIBdyMYIsy1x4kIs+vPQVXjzIhVx8jeERu7lz5+L+++9HbGwsJElC586dIUkSbrvtNjz99NMef09VVRV27tyJJ554Qi0TRRGDBw/G1q1bNT/z9ddfo3///rj//vvx1VdfoWXLlrjtttvw2GOPwWQyaX6msrISlZWV6uszZ84AACRJgiRJAOynKURRhCzLYKxmKrNeuSiKalKrVa58L8z25hUlCWAMsrmmuc2C/ReAAAEmweRQbkZychEOHAh3mVYtwGYTwRiDLNd0LI/cHdYryDJEWYZsNoNVewCAzGTIkGEWzKpHt26ncOBAOGRZhNksObUrY/bfBI4uShtolZtMJru7owsA0WYDE0XIoqi6APa2ESFCFETVJScnDJWVIkwmGYJQU1dZ9jJOZufu7xgnVxclTorLoUOhqKiwQBCY07MDFRfDcTKZwISalTrGydHFMU6OLpWVAWBMcIqTJOnHo9Y4CQJkh+3JMU5mwfm3oBIni2hRXaxWMySpJk7K5mB4exIECIzpx0mjTrIsqx42m70ONptJjZOri8dxMpkgSpJ2nKrb0bVOjDF063bayUWSRDVOksMmZShOZjNMNpt2nADNOjHG0LWrswtjghonSfJyv2c2Q5QkzTgJkMDA1H2KI8nJzi5ATZwkyT0eHsXJbIbAmGacRDjv3wD7Pq5r19PYvz+i+mBdU1dJEu01kJz3ex7FyaEdXOOkbMuO+zfFpVs3uwsgO+377Q+c9/L45ODiGifFRWLOcVL2K/v3h4MxQePZqCbdeNQaJ8d9v0ucLnQcOngwHFVVIsxm5zgx5nLM1YqHVrlLX3WM04WOQ4cOhaGiQoQoOsdJ7zh00XmEWlfPb7NiOLGzWCx45513MHPmTPz+++8oKytDz5490aFDB0PfU1RUBEmSEBUV5VQeFRWF/fv3a34mLy8Pmzdvxu23345169bh0KFDuO+++2C1WnVn5M6bNw8ZGRlu5bm5uQgJCQEAhIWFISYmBoWFhSgtLVWXiYyMRGRkJI4fP47y8nK1PDo6GuHh4Th8+DCqqqrU8rZt2yIkJAS5ubn2DpWeDgBIyMyEubwcOdWvASA9ClhZuBLBpmCkRaap5RKTqtvhHAYOPKGWl5ZakJmZiNLSUhQUFKjlwcHBiI2NRXFxsdM1jk51clhvZHY2IrOzcXzgQJRHRyO9uvm3l25H3vk8DGkxBGHmMIgQ0VksRlTUORw7FoqRI3MREFCzkVRVJcBsNiMnJ8epXTt06ACbzYb8/Hy1TBRFdOzYEeXl5Tjm4GIpLUViZiZK4+NR0Lev6lJQWYCsv7PQOaQzkkOSVZe8vFP4v/9rg5SUQiQl1cSpuNjLOI0cCTkgQC13jFO6Q7d0jJPiYrXmY8WKyxAVVY7U1GPqsocPW5CY6EWcUlJQmpSkGaf0qGi13DFOEeYIdBaLARzC5s3tUFAQ4hSnnBwgIcGLOEVF4Vhqqmac0qP6quWOceoW0k11ycmJwI4dMWqclFUb3p6iohBSUKAdJ1nWrFNVVRU6d7Z7yLIIq1XEqlUd1TgpH7FYDMYpJQUxO3ZoxwnQrFOzZs2QmFiCMWPsLgCQldVWjVNOTs32ZChOI0ei46pV2nECNOvUunVrtGx53sklNzdMjVNOjpf7vfR0tM3K0oxTqDkT5VI50qNqtnkAWHNqDQIDJScXxzjl5NRsT4bilJ6OsNxczTh1DslGdlk2BoYPRHSgfXsSISLspP1H/5AhhxEWVtP3srLaAnDYlxuJU/U+TrRa3eKUHgWU2kqRWZSJ+Cbx6BvWV3Vpd84+6NC5czGSk2v6Xm5uGAAvj08O+1vXOCn7uMwi5zgp+zizWUZwsIS0tJq+Z7WKAKr35ccMxsnBxTVOikt2mXOcFJe4uDPIyWnuFqfycpdjrqdxcnBxjZPi4honxaWg4AQ2b45zi1NhYR3lEdUYeWSrwIykgQBmz56Nhx9+GE2bNnUqP3/+PF5++WXMnDnTo+85ceIE2rRpg59//hn9+/dXyx999FF8//332LZtm9tnOnbsiIqKCuTn56sjdPPnz8fLL7+MkydPaq5Ha8RO6WihoaEA6nDELijIXq4xYhf0jP6I3ai9v2LVqvbVv9RUG9hsImTZixG7wMCacpcRu6Bn7OVav5TG7N+JFSs6wmo1u43YVVV5OWLnMJPadcROcQHcfymN2b8Tq1Z1QGVlgNuIXWWll3FyOAgBznFydXEcsRuzfydWr26vOWKnuBgesTObdUfsAh1cXEfsFBetEbuKCi9H7KpHELXiZJmlP2KnuLiO2FVU1N4GunEKCNAfsZMkzTpJkoSJEw9i9er2miN2ri4exykwUH/ErtrFtU6yLGPChINYvTpJc8ROcaktHprlQUH6I3ZWq+6I3fjxB/Hll0maI3aVlV7u94KCdEfsAp7WH7FL3/cb1qxJ0hyxs1q9HLELCtIdsbM8rT1iN3rfLqxY0bG69ZxH7GTZyxG76v0+4D5ip+xXtEbsxuzfhS++6Fg98uM8Ymff93txfHLY97vGSXHRGrEbs38nvviiIyTJ5DZiZ7V6OWLneBxyidOFjkMrV3ZEVZXZbcSuqsrLETuH4xDgHKcLHYdWr+6AiooAtxE7veOQr0bsysrKEB4ejtLSUjV30cOrZ8Xec889bonduXPnkJGR4XFiFxkZCZPJhMLCQqfywsJCREdHa34mJiYGAQEBTqddL7/8chQUFKCqqsrp9isKgYGBCHToUAomk8nt9K0SdFeMlqvfa7M5lzu8tlXHkYHBxmrKGWPIzQ2DLIvVpwOcEQRB87RzrY4uHoD9QO3oUeNlUz1yciLUX9SOO2C7R3WddE6Ba5ULguDUBmq5LMMky24uMmTITFZdHA+OznVU/jUYJw0XpdzVRYmT4mK12jcd+063pq7KqgzHyWUjVss1XAC4uSg/AhxdHFdvKE6M6cbJxtyvL5EhwypbVRclPsq/rqvwOE7VOzvNONXSvq4e9q+yx8n1Ix7HqTo+unHSqJMgCMjJCXdzAaDpAngYp+r20I2TRp1kWcahQ9ou9uTOszq5lTus39VF6baO+zcAMMGE3FxtF/upP519x4Xi5LB+1zgpvdZ1X3voULia4GphZLtRy13awTFOjtuysn9TXHJy7C6yLEJ238y8Oz5p9A8tF/tr530/Y6Lb/k2tk048ao2T1nGoOk4XclHiY7M519Wb4xCgvU9R4nSh45DVav9O1zh5exy6YB6h+AmC5nKa3+nxktUwxjRXsGfPHjRv3tzj77FYLOjVqxc2bdqklsmyjE2bNjmN4DkyYMAAHDp0yCkLP3jwIGJiYjSTuoaIBAk7dsTo7mgamwe5kIsRRFHkwoNc9OGlr/DiQS7k4ms8NoyIiEDz5s0hCAI6duyI5s2bq39hYWEYMmQIbr75ZkMrnzFjBt555x28//772LdvH+69916Ul5dj8uTJAIAJEyY4Ta649957UVxcjAcffBAHDx7E2rVr1ckclwommNCnz0mNC1Ybpwe5kIsRZFnmwoNc9OGlr/DiQS7k4ms8PhW7YMECMMZwxx13ICMjA2FhYep7FosF8fHxuiNtetxyyy04ffo0Zs6ciYKCAvTo0QPffvutOqHiyJEjTsOUsbGxWL9+PR566CF069YNbdq0wYMPPojHHnvM0Hp5RhAEJCWV4tdf3e/j1xg9yIVcjMAY48KDXPThpa/w4kEu5OJrPE7sJk6cCMA+2+TKK69EgMuF594ydepUTJ06VfO9rKwst7L+/fvTo8sIgiAIgiA0MDx5YtCgQZAkCStXrsS+ffsAAJ07d8bIkSNhNhv+OoIgCIIgCMJHGM7E/vjjD4wYMQIFBQW47LLLAAAvvvgiWrZsif/+979ITk72uWRjQmYysrMjIcv+fR4dLx7kQi5GEASBCw9y0YeXvsKLB7mQi68xPL3jrrvuQpcuXXDs2DHs2rULu3btwtGjR9GtWzf861//qgvHRoUMpfP4d+YNLx7kQi5GEEWRCw9y0YeXvsKLB7mQi68xbLh7927MmzcPERERallERASef/55/Prrrz6Va4yYBTNSU49W34iRPMiFXIwgyzIXHuSiDy99hRcPciEXX2M4sevYsaPbTYUB4NSpU2jfvr1PpBo70dHlcLy7dmP3AMhFD3JxhjHGhQe51A4vLrx4AOSiB7kYx3BiN2/ePEybNg0rV67EsWPHcOzYMaxcuRLTp0/Hiy++iDNnzqh/BEEQBEEQRP1hePLETTfdBAC4+eab1SdQKM85Gz58uPpa61lnBEEQBEEQRN1hOLHbvHmzoWeWEcaQmYzt26P9foEmLx7kQi5GEEWRCw9y0YeXvsKLB7mQi68xnNilpqbWgQahIENGXl64vzW48QDIRQ9ycUcQBC48AHLRg5e+wosHQC56kIt3GE49ExISMHv2bBw5cqQufBo9ZsGMtLQ8v8+84cWDXMjFCLIsc+FBLvrw0ld48SAXcvE1hhO7Bx98EKtXr0ZiYiKGDBmCzz77DJWVlXXh1mgJC6sCDzNvePEAyEUPcnGGMcaFB7nUDi8uvHgA5KIHuRjHcGI3ffp07N69G9u3b8fll1+OBx54ADExMZg6dSp27dpVF44EQRAEQRCEB3h9FWBKSgoWLlyIEydOYNasWXj33XfRp08f9OjRA0uXLlVnyhIEQRAEQRD1g+HJEwpWqxVffvklli1bhg0bNuCKK67AnXfeiWPHjuHJJ5/Exo0b8cknn/jStVEgMQlZWW0hSf6decOLB7mQixFEUeTCg1z04aWv8OJBLuTiawwndrt27cKyZcvw6aefQhRFTJgwAa+99ho6deqkLjN69Gj06dPHp6KNBQaGgoIQf2tw4wGQix7k4o4gCFx4AOSiBy99hRcPgFz0IBfvMJx69unTBzk5OVi8eDGOHz+OV155xSmpA+wzZ2+99VafSTYmzIIZY8cehNns35s78+JBLuRiBEmSuPAgF3146Su8eJALufgaQyN2kiRh6dKlGDFiBCIiInSXCw4OxrJlyy5arrESEMDHdGpePABy0YNc3OHFAyAXPXhx4cUDIBc9yMU4hkbsTCYT7r77bpSUlNSRDkEQBEEQBOEthk/FJicnIy8vry5cCIIgCIIgiIvAcGL33HPP4eGHH8Y333yDkydP4syZM05/xMUhMQmZmQl+n3nDiwe5kIsRRFHkwoNc9OGlr/DiQS7k4msMz4q94YYbAAAjRoyAIAhqOWMMgiBAkvi/sJBnGBjKy83w920AefEgF3IxCi8eALlowUtf4cWDXMjF1xhOPbds2aL+bd68Wf1TXhMXh1kwIz09x+/Po+PFg1zIxQiyLHPhQS768NJXePEgF3LxNYZH7AYNGlQXHgRBEARBEMRFYnjEbtmyZVixYoVb+YoVK/D+++/7RIogCIIgCIIwjuHEbt68eYiMjHQrb9WqFebOnesTKYIgCIIgCMI4hhO7I0eOICEhwa08Li4OR44c8YlUY8bGbFi5sgNsNv/OvOHFg1zIxQiiKHLhQS768NJXePEgF3LxNYYNW7Vqhd9++82tfM+ePWjRooVPpBozAgQEB9vgMOG4UXuQC7kYhRcPgFy04KWv8OJBLuTiawwnduPGjcO0adOwZcsWSJIESZKwefNmPPjgg/R8WB9gEkxIS8uHyeTfmTe8eJALuRhBlmUuPMhFH176Ci8e5EIuvsbwrNg5c+bg8OHDuO6662A22z8uyzImTJhA19gRBEEQBEH4EcOJncViweeff445c+Zgz549aNKkCbp27Yq4uLi68CMIgiAIgiA8xHBipxAfHw/GGJKSktSRO8I3WK18XJzJiwdALnqQizu8eADkogcvLrx4AOSiB7kYx7DluXPncOedd6Jp06bo0qWLOhP2gQcewAsvvOBzwcaGjdmwalVH2Gwm8iAXcjGIyWTiwoNc9OGlr/DiQS7k4msMJ3ZPPPEE9uzZg6ysLAQFBanlgwcPxueff+5TucaIAAHR0WUQBP8+kI4XD3IhFyMwxrjwIBd9eOkrvHiQC7n4GsOJ3Zo1a7Bo0SIMHDgQgsO83y5duiA3N9enco0Rk2BCauoxv8+84cWDXMjFCLIsc+FBLvrw0ld48SAXcvE1hhO706dPo1WrVm7l5eXlTokeQRAEQRAEUb8YTux69+6NtWvXqq+VZO7dd99F//79fWdGEARBEARBGMLwdNa5c+ciLS0Ne/fuhc1mw+uvv469e/fi559/xvfff18Xjo2O0lILAP+PfvLiAZCLHuTijCAIXHiQS+3w4sKLB0AuepCLcQyP2A0cOBC7d++GzWZD165d8d1336FVq1bYunUrevXqVReOjQobsyEzM9Hvz6PjxYNcyMUIoihy4UEu+vDSV3jxIBdy8TVeGSYlJeGdd97B9u3bsXfvXnz00Ufo2rWrr90aJSJEJCaWQBT9O/OGFw9yIRcjMMa48CAXfXjpK7x4kAu5+BqPErszZ854/EdcHKIgom/fAoiif2fe8OJBLuRiBFmWufAgF3146Su8eJALufgaj66xCw8P93jGqyRJFyVEEARBEARBeIdHid2WLVvU/x8+fBiPP/44Jk2apM6C3bp1K95//33MmzevbiwJgiAIgiCIC+JRYjdo0CD1/7Nnz8b8+fMxbtw4tWzEiBHo2rUr3n77bUycONH3lo2MgoJg8DDzhhcPgFz0IBdnBEHgwoNcaocXF148AHLRg1yMY3jyxNatW9G7d2+38t69e2P79u0+kWrM2JgNWVmxfp95w4sHuZCLEURR5MKDXPThpa/w4kEu5OJrDBvGxsbinXfecSt/9913ERsb6xOpxowIEcnJRX6/QJMXD3IhFyPIssyFB7now0tf4cWDXMjF1xhO7F577TW88cYb6Nq1K+666y7cdddd6NatG9544w289tprdeHYqBAFpfP4+VYAnHiQC7kYgTHGhQe56MNLX+HFg1zIxdcYTuxuuOEG5OTkYMSIESguLkZxcTGGDx+OgwcP4oYbbqgLR4IgCIIgCMIDDD9SDADatm2L559/3tcuBEEQBEEQxEXA/1WAjQzGGHJzw8CYf2fe8OJBLuRiBEEQuPAgF3146Su8eJALufgar0bsiLpDgoQdO2L8rcGNB0AuepCLO6IocuEBkIsevPQVXjwActGDXLyDRuw4wwQT+vQ5CZPJvzNvePEgF3IxgizLXHiQiz689BVePMiFXHwNJXacIQgCkpJKIQj+nXnDiwe5kIsRGGNceJCLPrz0FV48yIVcfI3hxO78+fM4d+6c+vrPP//EggUL8N133/lUjCAIgiAIgjCG4cRu5MiR+OCDDwAAJSUl6NevH1599VWMHDkSixcv9rkgQRAEQRAE4RmGJ0/s2rVLvRHxypUrERUVhV9//RWrVq3CzJkzce+99/pcsjEhMxnZ2ZGQZf/OvOHFg1zIRQshQ3s9IkR0zi7kok0EQeAmPjy58NJvefEgF3LxNYYTu3PnzqFZs2YAgO+++w5jxoyBKIq44oor8Oeff/pcsLEhw955/A0vHgC56EEu/HoA9pmo5OIOLzHixQMgFz3IxTsMn4pt37491qxZg6NHj2L9+vW4/vrrAQCnTp1CaGiozwUbG2bBjNTUozCb/TvzhhcPciGXhugB2Geikos7vMSIFw9yIRdfYzixmzlzJh5++GHEx8ejX79+6N+/PwD76F3Pnj19LtgYiY4uB+D/mTe8eADkoge58OvBGCMXHXhx4cUDIBc9yMU4hk/FpqenY+DAgTh58iS6d++ull933XUYPXq0T+UIgiAIgiAIzzGU2FmtVjRp0gS7d+92G53r27evT8UIgiAIgiAIYxg6FRsQEIB27dpBkqS68mn0yEzG9u3RkGX/3juaFw9yIZeG6AHYJyyQizu8xIgXD3IhF19j2PCpp57Ck08+ieLi4rrwafTIkJGXF+73KdW8eJALuTRED8B+ixFycYeXGPHiQS7k4msMJ3aLFi3C//73P7Ru3RqXXXYZUlJSnP684c0330R8fDyCgoLQr18/bN++3aPPffbZZxAEAaNGjfJqvTxiFsxIS8vz+8wbXjzIhVwaogdgn4lKLu7wEiNePMiFXHyN4ckTvk6iPv/8c8yYMQNLlixBv379sGDBAgwdOhQHDhxAq1atdD93+PBhPPzww7jqqqt86sMDYWFV4GHmDS8eALnoQS78ejDGyEUHXlx48QDIRQ9yMY7hxG7WrFk+FZg/fz6mTJmCyZMnAwCWLFmCtWvXYunSpXj88cc1PyNJEm6//XZkZGTghx9+QElJiU+dCIIgCIIgGiKGEzvA/ozYlStXIjc3F4888giaN2+OXbt2ISoqCm3atPH4e6qqqrBz50488cQTapkoihg8eDC2bt2q+7nZs2ejVatWuPPOO/HDDz/Uuo7KykpUVlaqr8+cOQPAnhwqk0AEQYAoipBlGYzVZON65aIoQhAE3XJ1conZ3ryiJAGMQTbXNLdZAGzMBgECTILJodxcvW4Gs9lxkooAm00EYwyyXDMU7JG7w3oFWYYoy5DNZrBqD8B+YagMWV2/WTBDFGUIAquuivOEGcbsZ/EdXZQ20Co3mUx2d0cXAKLNBiaKkEVRdQHsbSNChCiIqovJJMNmM8FkqvGyr8vLOJmdu79jnFxdlDgpLmazBJvNBEFgMJlq6qq4GI6TyQQm1KzUMU6OLo5xcnSRJBGMCU5xkiT9eNQaJ0GAbKrpk45xMgvOV28ocXJ0YUyAJIlqnJTNwfD2JAgQGNOOE5jaVx1dBAiqh1ruECdXF4/jZDJBlCTtOFW3o2ud7P8yl5jUxMlxDpqhOJnNMNls2nECNOtk/9fZxTFOkuTlfs9shihJmnESIIFpxKl67W77FCVOkuQeD4/iZDZDYEwzTiKc92+AfR9Xs3+T4TgSI0mivQYuEwU9ipNDO7jGSdmWHfdviososurvktX/A/Y4AV4enxxcXOOkuEjMOU7Ktgwwt/1bda1041FrnBz3/S5xutBxSGkP1zgx5nLM1YqHVrlLX3WM04WOQ2az/TjkGie949BF5xFqXT0fKTSc2P32228YPHgwwsLCcPjwYUyZMgXNmzfH6tWrceTIEXzwwQcef1dRUREkSUJUVJRTeVRUFPbv36/5mR9//BHvvfcedu/e7dE65s2bh4yMDLfy3NxchISEAADCwsIQExODwsJClJaWqstERkYiMjISx48fR3l5uVoeHR2N8PBwHD58GFVVVWp527ZtERISgtzcXHuHSk8HACRkZsJcXo6c6tcAkB4FrCxciWBTMNIi09Ryq2xFVlZbREaex6BBx9Xy0lILMjMTUVpaioKCArU8ODgYsbGxKC4uRlFRkVruVCeH9UZmZyMyOxvHBw5EeXQ00qubfnvpduSdz8OQFkMQZg4DADQ9YkNk5HmcPNkMI0fmIiCgZiOpqkqA2WxGTk6OU7t26NABNpsN+fn5apkoiujYsSPKy8txzMHFUlqKxMxMlMbHo6BvX9WloLIAWX9noXNIZySHJKsu3bsXYfv2GKSkFCIpqSZOxcVexmnkSMgBAWq5Y5zSHbqka5yaHrHhxhsPY9WqjoiKKkdq6jF12cOHLUhM9CJOKSkoTUrSjFN6VLRa7hqnpkdsGDUqF1lZsSgoCHGKU04OkJDgRZyionAsNVUzTulRNbc1co2T4pKbG44dO2ripKza8PYUFYWQggLtOAnlSI+q6UuOcWra1O4BCLBaRac4KS4Wi8E4paQgZscO7TgBmnUKCwuDJEF1AYCsrLZqnHJyarYnQ3EaORIdV63SjhOgWae2bdvi+PEQJ5fc3DA1Tjk5Xu730tPRNitLM06h5kyUS+5xWlW4Cjt3Rjm5OMYpJ6dmezIUp/R0hOXmasapc0g2ssuyMTB8IKIDa7anQ/8NgySJGDYsv/o0G9Q4AQ77ciNxqt7HiVarW5zSo4BSWykyizIR3yQefcNqtqfynWZIkoguXf5CcnJN38vNDQPg5fHJYX/rGidlH5dZ5B6npkdsEAQgNLQKaWk1fc9qFQFU78uPGYyTg4trnBSX7DL3ODU9YkNs7Fnk5kZgyJDDTnEqL3c55noaJwcX1zgpLlpxanrEhiuuOImsrHbo3LnYKU6FhXWUR1TTokULeIrAjKSBAAYPHoyUlBS89NJLaNasGfbs2YPExET8/PPPuO2223D48GGPv+vEiRNo06YNfv75Z/UJFgDw6KOP4vvvv8e2bduclj979iy6deuGt956C2lp9oPspEmTUFJSgjVr1miuQ2vETuloyiPQ6mzELijIXq4xYhf0jPaIHQDYZlk1finZR+xk2YsRu8DAmnKXEbugZ+zlrr+UAABzKjRHggCgqsrLETuLxaFGziN2igvg/osWcyrcRoIUKiu9jJPDQQhwjpOri1Oc5lTYyzVG7BQXwyN2ZrPuiF2gg4tbnKpdtOJUUeHliF31CKLqgpo4WWZpj9iJgqi6uMapoqL2NtCNU0CA7oidOEt/xM70nNW53CFOri4exykwUH/ETpJ062RPsp1HgpQ4KS7K8oCHcQoK0h+xs1p162QyuY8EKXGqrPRyvxcUpDtiF/C09oidjdkgZMhuI0FKnKxWL0fsgoJ0R+wsT2vs3wDIGVWQZUFzxE6WvRyxq97vA+4jdsp+xW3/BgBzKmGziZojdvZ9vxfHJ4d9v2ucFBfXETu7SwVsNhGCALc4Wa1ejtg5Hodc4nSh45Asi5pxqqrycsTO4TgEOMfpQsch5VjsGie945CvRuzKysoQHh6O0tLSCz6+1fCI3Y4dO/Cf//zHrbxNmzZOmbonREZGwmQyobCw0Km8sLAQ0dHRbsvn5ubi8OHDGD58uFqmBM5sNuPAgQNIcviVBgCBgYEIdOhQCiaTCSaTc0KlBN0Vo+Xq99pszuUOr23VcWRgsLGacrNgxtixB/HVV0mw2Zz9AHsncfW+oKOLB2A/UDt61HjZVI+RI3NVD1cXZZ+p5aJXLgiCUxuo5bIMkyy7uciQITPZyQVQTpM41tGhrhroxknDRSl3dVHi5Opi3+nW1FVZleE46dwbUtRwAeDmYj9dAycXx9UbihNjunGyMfcZYTJkiBBVFyU+yr+uq/A4TtU7O704OW43CibB5NRva75KqD6N71InT+NUHR/dOGnUSZIkTRcAmi6Ah3Gqbg/dOGnUSZIkjB6t7WJP7jyrk1u5w/pdXZRu6xons2DGyDE5mi6MacfDozg5rN81Tkqvdd3Xjh6t7aHWycB2o5a7tINjnBy3ZWX/priMHHlIdZHdNzPvjk8a/UPLxf7as30/oB+PWuOkdRyqjpMnLrJsgs3mXFdvjkOA9j5FiZOnxyF7sulYR4e6auB1HqH4OfxQuRCGb3cSGBioXqfmyMGDB9GyZUtD32WxWNCrVy9s2rRJLZNlGZs2bXIawVPo1KkTfv/9d+zevVv9GzFiBK655hrs3r0bsbGxRqvDJY6nPP0JLx4AuehBLu7w4gGQix68uPDiAZCLHuRiHMMjdiNGjMDs2bPxxRdfALBnkUeOHMFjjz2GsWPHGhaYMWMGJk6ciN69e6Nv375YsGABysvL1VmyEyZMQJs2bTBv3jwEBQUhOTnZ6fPh4eEA4FZOEARBEATR2DCc2L366qtIT09Hq1atcP78eQwaNAgFBQXo378/nn/+ecMCt9xyC06fPo2ZM2eioKAAPXr0wLfffqtOqDhy5IjuUCVBEARBEARRg+HELiwsDBs2bMBPP/2EPXv2oKysDCkpKRg8eLDXElOnTsXUqVM138vKyqr1s8uXL/d6vTwiMQmZmQlu15E1Vg9yIZeG6AHYr50hF3d4iREvHuRCLr7GcGL3wQcf4JZbbsGAAQMwYMAAtbyqqgqfffYZJkyY4FPBxgYDQ3m5GUzjgvnG6EEu5NIQPRTIxR1eYsSLB7mQi68xnHpOnjzZ6R4tCmfPnlWviyO8xyyYkZ6e4/fn0fHiQS7k0hA9APtEMHJxh5cY8eJBLuTiawwndowxzWm3x44dQ1hYmE+kCIIgCIIgCON4fCq2Z8+eEAQBgiDguuuug9nhZpSSJCE/Px/Dhg2rE0mCIAiCIAjiwnic2I0aNQoAsHv3bgwdOlR9HBdgvx9dfHy8V7c7IQiCIAiCIHyDx4ndrFmzAADx8fG49dZbNZ/mQFw8NmbDypUd3O6w3Vg9yIVcGqIHYJ+JSi7u8BIjXjzIhVx8jWHDjIwMlJWVuZWXlJQgMTHRJ1KNGQECgoNtMPD0kEvag1zIpSF6KJCLO7zEiBcPciEXX2M4sTt8+LDbw2kBoLKyEsePH/eJVGPGJJiQlpbv9uDlxupBLuTSED0A+0xUcnGHlxjx4kEu5OJrPD4V+/XXX6v/X79+vdMMWEmSsGnTJsTHx/tUjiAIgiAIgvAcw5MnBEHAxIkTnd4LCAhAfHw8Xn31VZ/KEQRBEARBEJ7jcWIny/bhx4SEBOzYsQORkZF1JtXYsVr5uDiTFw+AXPQgF3d48QDIRQ9eXHjxAMhFD3IxjuFHiuXn56v/r6ioQFBQkE+FGjs2ZsOqVR39rcGNB0AuepALvx4AYDKZyEUDXmLEiwdALnqQi3cYTj9lWcacOXPQpk0bhISEIC8vDwDwzDPP4L333vO5YGNDgIDo6DIIgn8fSMeLB7mQS0P0AOxP6SEXd3iJES8e5EIuvsZwYvfcc89h+fLleOmll2CxWNTy5ORkvPvuuz6Va4yYBBNSU4/5feYNLx7kQi4N0QOw/wgmF3d4iREvHuRCLr7GcGL3wQcf4O2338btt98Ok8mklnfv3h379+/3qRxBEARBEAThOYYTu+PHj6N9+/Zu5bIsw2q1+kSKIAiCIAiCMI7hxK5z58744Ycf3MpXrlyJnj17+kSqsVNaagHg/9tb8+IBkIse5MKvhyAI5KIDLy68eADkoge5GMfwrNiZM2di4sSJOH78OGRZxurVq3HgwAF88MEH+Oabb+rCsVFhYzZkZvr/0Wy8eADkoge58OsB2J/PSi7u8BIjXjwActGDXLzD8IjdyJEj8d///hcbN25EcHAwZs6ciX379uG///0vhgwZUheOjQoRIhITSyCK/p15w4sHuZBLQ/QA7DNRycUdXmLEiwe5kIuv8epue1dddRU2bNiAU6dO4dy5c/jxxx9x/fXX+9qtUSIKIvr2LYAo+nfmDS8e5EIuDdEDsF93TC7u8BIjXjzIhVx8TcO4jTJBEARBEARxQTy6xi4iIgKC4NkFg8XFxRclRBAEQRAEQXiHR4ndggUL6liDcKSgIBg8zLzhxQMgFz3IhV8PQRDIRQdeXHjxAMhFD3IxjkeJ3cSJE+vag6jGxmzIyor1twY3HgC56EEu/HoA9pmo5OIOLzHixQMgFz3IxTvoGjvOECEiObnI7xdo8uJBLuTSED0A+4QFcnGHlxjx4kEu5OJrKLHjDFFQOo+fbwXAiQe5kEtD9ADstxghF3d4iREvHuRCLr6GEjuCIAiCIIhLBI8Su99++w2yzP/wI0EQBEEQRGPGo8SuZ8+eKCoqAgAkJibir7/+qlOpxgxjDLm5YWDMvzNvePEgF3JpiB6AfSYqubjDS4x48SAXcvE1Hs2KDQ8PR35+Plq1aoXDhw/T6F0dIkHCjh0x/tbgxgMgFz3IhV8PwD4TlVzc4SVGvHgA5KIHuXiHRyN2Y8eOxaBBg5CQkABBENC7d28kJiZq/hEXhwkm9OlzEiaTf5NnXjzIhVwaogdgn4lKLu7wEiNePMiFXHyNRyN2b7/9NsaMGYNDhw5h2rRpmDJlCpo1a1bXbo0SQRCQlFSKX39tRR7kQi4N1AOwn7ohF3d4iREvHuRCLr7Go8QOAIYNGwYA2LlzJx588EFK7AiCIAiCIDjD48ROYdmyZer/jx07BgBo27at74wIgiAIgiAIrzB8HztZljF79myEhYUhLi4OcXFxCA8Px5w5c2hShQ+QmYzs7EjIsn9n3vDiQS7k0hA9APupG3Jxh5cY8eJBLuTiawyP2D311FN477338MILL2DAgAEAgB9//BHPPvssKioq8Pzzz/tcsjEhw955/A0vHgC56EEu/HoA9pmo5OIOLzHixQMgFz3IxTsMj9i9//77ePfdd3HvvfeiW7du6NatG+677z688847WL58eR0oNi7MghmpqUdhNvt39JMXD3Ihl4boAdjPbpCLO7zEiBcPciEXX2M4sSsuLkanTp3cyjt16oTi4mKfSDV2oqPLAfj/eXS8eADkoge58OvBGCMXHXhx4cUDIBc9yMU4hhO77t27Y9GiRW7lixYtQvfu3X0iRRAEQRAEQRjH8DV2L730Em688UZs3LgR/fv3BwBs3boVR48exbp163wuSBAEQRAEQXiG4RG7QYMG4eDBgxg9ejRKSkpQUlKCMWPG4MCBA7jqqqvqwrFRITMZ27dHQ5YNh+aS9CAXcmmIHoB9wgK5uMNLjHjxIBdy8TWGR+wAoHXr1jT7tY6QISMvL9zfGtx4AOSiB7nw6wHYbzFCLu7wEiNePABy0YNcvIP/1LORYRbMSEvL8/vMG148yIVcGqIHYJ+JSi7u8BIjXjzIhVx8DSV2HBIWVgUeZt7w4gGQix7kwq8HY4xcdODFhRcPgFz0IBfjUGJHEARBEARxiUCJHUEQBEEQxCWCV5MnFIqKirBt2zZIkoQ+ffogJibGV16NFolJyMpqC0nyb87Niwe5kEtD9ADsM1HJxR1eYsSLB7mQi6/xOrFbtWoV7rzzTnTs2BFWqxUHDhzAm2++icmTJ/vSr9HBwFBQEOJvDW48AHLRg1z49QDsM1HJxR1eYsSLB0AuepCLd3icepaVlTm9zsjIwPbt27F9+3b8+uuvWLFiBZ566imfCzY2zIIZY8cehNkskQe5kEsD9QAASZLIRQNeYsSLB7mQi6/xOLHr1asXvvrqK/W12WzGqVOn1NeFhYWwWCy+tWukBATwMZ2aFw+AXPQgF3d48QDIRQ9eXHjxAMhFD3IxjsenYtevX4/7778fy5cvx5tvvonXX38dt9xyCyRJgs1mgyiKWL58eR2qEgRBEARBELXhcWIXHx+PtWvX4tNPP8WgQYMwbdo0HDp0CIcOHYIkSejUqROCgoLq0pUgCIIgCIKoBcPTO8aNG4cdO3Zgz549SE1NhSzL6NGjByV1PkJiEjIzE/w+84YXD3Ihl4boAdhnopKLO7zEiBcPciEXX2NoVuy6deuwb98+dO/eHe+++y6+//573H777UhLS8Ps2bPRpEmTuvJsNDAwlJebwfx8c2tePMiFXBqihwK5uMNLjHjxIBdy8TUep57//ve/MXnyZOzYsQN333035syZg0GDBmHXrl0ICgpCz549kZmZWZeujQKzYEZ6eo7fn0fHiwe5kEtD9ADsz2clF3d4iREvHuRCLr7G48Ru+fLlWLduHT777DPs2LEDH374IQDAYrFgzpw5WL16NebOnVtnogRBEARBEETteJzYBQcHIz8/HwBw9OhRt2vqOnfujB9++MG3dgRBEARBEITHeJzYzZs3DxMmTEDr1q0xaNAgzJkzpy69CIIgCIIgCIN4PHni9ttvx7Bhw5CXl4cOHTogPDy8DrUaLzZmw8qVHWCz+XfmDS8e5EIuDdEDsM9EJRd3eIkRLx7kQi6+xpBhixYt0KdPH0rq6hABAoKDbRAE8iAXcmmoHgrk4g4vMeLFg1zIxdfwn3o2MkyCCWlp+TCZ/DvzhhcPciGXhugB2Geikos7vMSIFw9yIRdfQ4kdQRAEQRDEJQIXid2bb76J+Ph4BAUFoV+/fti+fbvusu+88w6uuuoqREREICIiAoMHD651eYIgCIIgiMaC3xO7zz//HDNmzMCsWbOwa9cudO/eHUOHDsWpU6c0l8/KysK4ceOwZcsWbN26FbGxsbj++utx/PjxejavO6xWv4cFAD8eALnoQS7u8OIBkIsevLjw4gGQix7kYhyBMf8+IKNfv37o06cPFi1aBMB+LUhsbCweeOABPP744xf8vCRJiIiIwKJFizBhwoQLLn/mzBmEhYWhtLQUoaGhF+1fK7VcZSk8W8vnntUPiVfR4sWDXBqlCy8edeVS25d6+bFLwoWnGOm68OJBLo3XxUOM5C5+TT+rqqqwc+dODB48WC0TRRGDBw/G1q1bPfqOc+fOwWq1onnz5nWlWa8IEBAdXQZB8O8D6XjxIBdyaYgeAMAYIxcNeIkRLx7kQi6+xq+JXVFRESRJQlRUlFN5VFQUCgoKPPqOxx57DK1bt3ZKDh2prKzEmTNnnP4A+0if8ifL9lkusix7VK4McuqVq2VmMySzGUwQwAD1tWQ2wyzYbyEoQIBZMKt/gWIgUlOPwWyWXP7sLowx4+4O65VFe8hlBw+zYIZY3RUcPa699gjMZsle7uLDGHNzUdpAq1x1d3Qx29uAiaKTi9I2IkQnF4vFBgAwmWQnF6/j5ODiGidXFyVOiktgoNVeLjBNF8NxMpl04+To4hgnRxdlZ+PoUls8ao2TIOjGydHFMU6OLsqsMSVOXm9P1b+qteLk2FcdXcyCWfVQ2sExTq4uHsfJZKo9Thp1kmUZ11571MnFMU6exEOzXImHXpw06iTLMq65xtnFMU5e7/cc4uEaJwHacTIJJqSmOrs4xknLxaM4mc26cXLdvynbzzXXHK3up877FCVOnm43TuUO63WNk9b+rWZbtruIorOLEievjk8a242ri2uclG3ZZJLc9m9KnPTiUWucHPuqS5wudBwKCFCOQ85t43bM9TROLn3VMU4XOg4FBtqPQ65xqrM8wqXcEzy+QTGPvPDCC/jss8+QlZXl9ogzhXnz5iEjI8OtPDc3FyEhIQCAsLAwxMTEoLCwEKWlpeoykZGRiIyMxPHjx1FeXq6WR0dHIzw8HIcPH0ZVVZVa3rZtW4SEhCA3N9cezPR0AEBCZibM5eXIqX4NAOlRwMrClQg2BSMtMk0tl5i9A0dFncPAgSfU8tJSCzIzE1FaWuqU9AYHByM2NhbFxcUoKipSy53q5LDeyOxsRGZn4/jAgSiPjkZ6dU69vXQ78s7nYUiLIQgzh0GEiM5iMaKizuHYsVCMHJmLgICaad5VVQkwm83IyclxatcOHTrAZrOpj58D7KOwHTt2RHl5OY45uFhKS5GYmYnS+HgU9O2ruhRUFiDr7yx0DumM5JBk1SUv7xT+7//aICWlEElJNXEqLvYyTiNHQg4IUMsd45Tu8FvDMU6Ki9WajxUrLkNUVDlSU4+pyx4+bEFiohdxSklBaVKSZpzSo6LVcsc4RZgj0FksBnAImze3Q0FBiFOccnKAhAQv4hQVhWOpqZpxSo/qq5Y7xqlbSDfVJScnAjt2xKhxUlZteHuKikJIQYF2nIRypEfV9CUlTs3MzdC5s91DlkVYrSJWreqoxklxsVgMxiklBTE7dmjHCdCsU7NmzZCYWIIxY+wuAJCV1VaNU05OzfZkKE4jR6LjqlXacQI069S6dWu0bHneySU3N0yNU06Ol/u99HS0zcrSjFOoORPlknuc1pxag8BAycnFMU45OTXbk6E4pacjLDdXM06dQ7KRXZaNgeEDER1o355EiAg7WQkAGDLkMMLCavpeVlZbAA77ciNxqt7HiVarW5zSo4BSWykyizIR3yQefcP6qi7tztkHHTp3LkZyck3fy80NA+Dl8clhf+saJ2Ufl1nkHCdlH2c2ywgOlpCWVtP37NeYVe/LjxmMk4OLa5wUl+wy5zgpLnFxZ5CT09wtTuXlLsdcT+Pk4OIaJ8XFNU6KS0HBCWzeHOcWp8LCOsojqmnRogU8xa/X2FVVVaFp06ZYuXIlRo0apZZPnDgRJSUl+Oqrr3Q/+8orr+C5557Dxo0b0bt3b93lKisrUVlZqb4+c+aM2tGU89SCIEAURciy7JQV65WLoghBEHTLlZEPVCeboiQBjKm/qAEg6Bn7nawFCDAJJrXcLJgxau+vWLWqPRhzvA5AgM0mQpaZU7A9cg8MrCmXZYiyDNlsBqv2AACZyZAhO418jNm/EytWdITValZ/qSlUVdWMVDgiitrlJpPJPophsTjUCBBtNjBRhCyKqgtgbxsRIkRBVF1WreqAysoAmEyy03B4ZaWXcXI4CAHOcXJ1UeKkuKxe3R4VFRYIAnO6r5HioozYaMZDK04Ov6gB5zgFOrg4xsnRpbIyAIwJTnGqqNCPR61xEkX1F7VrnCyznAf5lThZRIvqYrWaIUmiGqeKitrbQDdOAQEQqn9du8ZJnMXUvuroEiAE4B8HdmP16vaw2ex1sNlMapxcXTyOU2AgxOqRO7c4Vf8qd62TLMuYMOEgVq9OUl0kSVTjpLjUFg/N8qAgmGw2MEFwj5PVqlknxhjGjz+IL7+scWFMUONUWenlfi8oCKIkacYp4GkJDO5xAoD0fb9hzZoaF6AmTlarezw8ilNQEATGNONkedp5/wbY93Gj9+3CihUdq1uvpq6SJEKWHfblDm0AXCBODoMMrnFS9iuO+zfFZcz+Xfjii46QZQGiWOPCmLLv9+L45LDvd42T4iIx5zgp+5UvvugISTK53bfNajXpxqPWODkeh1zidKHj0MqVHVFVZa4+c1VT16oql2OuVjy0yh2OQ4BznC50HFq9ugMqKgIgirJTnPSOQxedR1RTVlaG8PBwj66x8+uIncViQa9evbBp0yY1sZNlGZs2bcLUqVN1P/fSSy/h+eefx/r162tN6gAgMDAQgQ4dSsFkMsHksFMEaoLuitFy9XttNudyh9e26jgyMNiY83KlpRYwJmo+ukQQBDfvCzq6eAD2A7WjR41XzbJ//x0ExsTqqjivU9lnarnolQuC4NQGarkswyTLbi4yZMhMVl0kqebg6FQXUfnXYJw0XJRyVxfHOP39dxBsNuW0l+DUNsqqDMfJZSNWyzVcALi5KD8CHF0cV28oTozpxsnG3G/OKUOGjdlUFyU+yr+uq/A4TtU7O704uW43gD1Oiofj9qPEydXF4zhVx0c3Thp1EgQBf/8d6OYCQNMF8DBO1e2hGyeNOsmyjJISbRd7cudZndzKHdbv6qJ0W9c4mQUzSku1XRjTjodHcXJYv2uclF7r6lJSEgjlR7MWRrYbtdylHRzj5LgtO+7fAODvv+0usixCdt/MvDs+afQPLRf7a+d9PyC67d/UOunEo9Y4aR2HquN0IRdlZNc1Tt4chwDtfYoSpwsdh5T2cI2Tt8ehC+YRip+BR174/VTsjBkzMHHiRPTu3Rt9+/bFggULUF5ejsmTJwMAJkyYgDZt2mDevHkAgBdffBEzZ87EJ598gvj4eHXYNyQkRD212pCxMRsyMxP9rcGNB0AuepALvx6AfYdNLu7wEiNePABy0YNcvMPvN2W55ZZb8Morr2DmzJno0aMHdu/ejW+//VadUHHkyBGcPHlSXX7x4sWoqqpCeno6YmJi1L9XXnnFX1XwKSJEJCaWOA3xNmYPciGXhugB2C8kJxd3eIkRLx7kQi6+xu+JHQBMnToVf/75JyorK7Ft2zb069dPfS8rKwvLly9XXx8+fFid2eL49+yzz9a/eB0gCiL69i2AKPr3eXS8eJALuTRED8B++pNc3OElRrx4kAu5+BouEjuCIAiCIAji4qHEjiAIgiAI4hKBEjsOKSgIBuD5DJhL3QMgFz3IhV8PQRDIRQdeXHjxAMhFD3Ixjt9nxRLO2JgNWVmx/tbgxgMgFz3IhV8PwD4TlVzc4SVGvHgA5KIHuXgHjdhxhggRyclFfr9AkxcPciGXhugB2CcskIs7vMSIFw9yIRdfQ4kdZ4iC0nn8fCsATjzIhVwaogdgv8UIubjDS4x48SAXcvE1lNgRBEEQBEFcIlBiRxAEQRAEcYlAiR1nMMaQmxumPvuzsXuQC7k0RA/APhOVXNzhJUa8eJALufgamhXLGRIk7NgR428NbjwActGDXPj1AOwzUcnFHV5ixIsHQC56kIt30IgdZ5hgQp8+J2Ey+XfmDS8e5EIuDdEDsM9EJRd3eIkRLx7kQi6+hhI7zhAEAUlJpRAE/8684cWDXMilIXoA9lM35OIOLzHixYNcyMXXUGJHEARBEARxiUCJHUEQBEEQxCUCJXacITMZ2dmRkGX/zrzhxYNcyKUhegD2Uzfk4g4vMeLFg1zIxdfQrFjOkGHvPP6GFw+AXPQgF349APtMVHJxh5cY8eIBkIse5OIdNGLHGWbBjNTUozCb/TvzhhcPciGXhugB2Geikos7vMSIFw9yIRdfQ4kdh0RHlwPw/8wbXjwActGDXPj1YIyRiw68uPDiAZCLHuRiHErsCIIgCIIgLhEosSMIgiAIgrhEoMSOM2QmY/v2aMiyf0PDiwe5kEtD9ADsExbIxR1eYsSLB7mQi6+hWbGcIUNGXl64vzW48QDIRQ9y4dcDsN9ihFzc4SVGvHgA5KIHuXgH/6lnI8MsmJGWluf3mTe8eJALuTRED8A+E5Vc3OElRrx4kAu5+BpK7DgkLKwKPMy84cUDIBc9yIVfD8YYuejAiwsvHgC56EEuxqHEjiAIgiAI4hKBEjuCIAiCIIhLBErsOENiErKy2kKS/BsaXjzIhVwaogdgn4lKLu7wEiNePMiFXHwNzYrlDAaGgoIQf2tw4wGQix7kwq8HYJ+JSi7u8BIjXjwActGDXLyD/9SzkWEWzBg79iDMZok8yIVcGqgHAEiSRC4a8BIjXjzIhVx8DSV2HBIQwMd0al48AHLRg1zc4cUDIBc9eHHhxQMgFz3IxTiU2BEEQRAEQVwiUGJHEARBEARxiUCJHWdITEJmZoLfZ97w4kEu5NIQPQD7TFRycYeXGPHiQS7k4mv4N2xkMDCUl5vB/Hxza148yIVcGqKHArm4w0uMePEgF3LxNZTYcYZZMCM9Pcfvz6PjxYNcyKUhegD257OSizu8xIgXD3IhF19D97EjCIK4RBAyBM1ys2BGOn6vZxuCIPwBjdgRBEEQBEFcIlBiRxAEQRAEcYlAiR1n2JgNK1d2gM3m39Dw4kEu5NIQPQD7TFReXHhqF15cePEgF3LxNfwbNjIECAgOtkHQvlSm0XmQC7k0RA8FXlx4ahdeXHjxIBdy8TWU2HGGSTAhLS0fJpN/Z97w4kEu5NIQPQD7TFReXHhqF15cePEgF3LxNZTYEQRBEARBXCJQYkcQBEEQBHGJQIkdh1itfISFFw+AXPQgF3d48QDIRQ9eXHjxAMhFD3IxDt2gmDNszIZVqzr6W4MbD4Bc9CAXfj0AwGQycePCU7vw4sKLB0AuepCLdzSM9LMRIUBAdHQZBMG/D6TjxYNcyKUhegAAY4wbF57ahRcXXjzIhVx8DSV2nGESTEhNPeb3mTe8eJALuTRED8A+K5YXF57ahRcXXjzIhVx8DSV2BEEQBEEQlwiU2BEEQRAEQVwiUGLHIaWlFgD+v701Lx4AuehBLvx6CILAjQvAT7sA/Ljw4gGQix7kYhyaFcsZNmZDZmaivzW48QDIRQ9y4dcDsD8rlhcXntqFFxdePABy0YNcvING7DhDhIjExBKIon9n3vDiQS7k0hA9APusWF5ceGoXXlx48SAXcvE1lNhxhiiI6Nu3AKLo35k3vHiQC7k0RA/APiuWFxee2oUXF148yIVcfA2diiUIgrgIhAzta27Mghnp+L2ebQiCaOzQiB1BEARBEMQlAiV2HFJQEAweZt7w4gGQix7kwq8HQC568OLCiwdALnqQi3HoVCxn2JgNWVmx/tbgxgMgFz3IhV8PgFz04MWFFw+AXPQgF++gETvOECEiObnI7xdo8uJBLuTSED3IhX8XXjzIhVx8DSV2nCEKSufx860AOPEgF3JpiB7kwr8LLx7kQi6+hhI7giAIgiCISwRK7AiCIAiCIC4RKLHjDMYYcnPDwJh/Z97w4kEu5NIQPciFfxdePMiFXHwNF4ndm2++ifj4eAQFBaFfv37Yvn17rcuvWLECnTp1QlBQELp27Yp169bVk2ndI0HCjh0xkCT/hoYXD3Ihl4boQS78u/DiQS7k4mv8bvj5559jxowZmDVrFnbt2oXu3btj6NChOHXqlObyP//8M8aNG4c777wTv/76K0aNGoVRo0YhOzu7ns3rBhNM6NPnJEwm/8684cWDXMilIXqQC/8uvHiQC7n4Gr8ndvPnz8eUKVMwefJkdO7cGUuWLEHTpk2xdOlSzeVff/11DBs2DI888gguv/xyzJkzBykpKVi0aFE9m9cNgiAgKakUguDfmTe8eJALuTRED3Lh34UXD3IhF1/j18SuqqoKO3fuxODBg9UyURQxePBgbN26VfMzW7dudVoeAIYOHaq7PEEQBEEQRGPBr0+eKCoqgiRJiIqKciqPiorC/v37NT9TUFCguXxBQYHm8pWVlaisrFRfl5aWAgD+/vtvSJIEwJ6Ji6IIWZbBWE02rlcuiiIEQdAtV74XJpO9vPq1XP0aAEyVgMTs5SbBoVwwwWotA1AKk8nxIk0BkiSitJRBlmuGgj1yd1ivIMsQGYNsMoFVewCAzGQwMNXFJJggSWcAlAIww2SSnNq1tNT+m8DRRWkDrXKTyQRWvd6aGtnbhgkCZFFUXQB72wgQIAqi6iKKJQACIIqy06+mkhIv4+TgAjjHydVFaRPFxWT6GzabBQBzGppXXBgzGCdRBBNq4u0YJ0cXxzg5uwQAEJzi9Pff+vGoNU6AbpxMlc6/BZU4mcQaF1k2Q5ZFNU5//117G+jGqXrdmnGqcN5uFBcIUD0Ys78vSSYocXJ18ThOoghRljXjhArm5iIzGUxgkKSzLi72WplMkupSWzw0y00mmCRJM06oqNluHGFgsNmcXRgT1Dj9/beX+z2TCaIkacYJFe77N8XFanV2sbeNPU5//+0eD4/iZDJBYEw7ThXO+zfFy2Y7C8bOVO9ra+oqSSLOnHHYlzu0AXCBODnu513ipGzLjvs3xUWS7C72utW4MCbgzBkvj08OLq5xcnRRHGpczoCxUgAmt1OPZ86YdONRa5wc+6pLnC50HBIE5TgkwzFOpaUux1yteGiVu/RVxzhd6DhkMpXAZguAIMhOcdI7Dl10HlFNWVkZADgtqwvzI8ePH2cA2M8//+xU/sgjj7C+fftqfiYgIIB98sknTmVvvvkma9Wqlebys2bNYrD3BPqjP/qjP/qjP/qjvwb7d/To0QvmVn4dsYuMjITJZEJhYaFTeWFhIaKjozU/Ex0dbWj5J554AjNmzFBfy7KM4uJitGjRAoLA37TlM2fOIDY2FkePHkVoaGij9yAXcmmIHuTCvwsvHuRCLp7AGMPZs2fRunXrCy7r18TOYrGgV69e2LRpE0aNGgXAnnht2rQJU6dO1fxM//79sWnTJkyfPl0t27BhA/r376+5fGBgIAIDA53KwsPDfaFfp4SGhvq9I/PkAZCLHuTCrwdALnrw4sKLB0AuepCLnbCwMI+W82tiBwAzZszAxIkT0bt3b/Tt2xcLFixAeXk5Jk+eDACYMGEC2rRpg3nz5gEAHnzwQQwaNAivvvoqbrzxRnz22Wf45Zdf8Pbbb/uzGgRBEARBEH7H74ndLbfcgtOnT2PmzJkoKChAjx498O2336oTJI4cOaJe8AgAV155JT755BM8/fTTePLJJ9GhQwesWbMGycnJ/qoCQRAEQRAEF/g9sQOAqVOn6p56zcrKciv7xz/+gX/84x91bOUfAgMDMWvWLLfTx43Vg1zIpSF6kAv/Lrx4kAu5+BqBMU/mzhIEQRAEQRC84/cnTxAEQRAEQRC+gRI7giAIgiCISwRK7AiCIAiCIC4RKLHzA/PmzUOfPn3QrFkztGrVCqNGjcKBAweclqmoqMD999+PFi1aICQkBGPHjnW7MXN9uaSmpkIQBKe/e+65x6ceixcvRrdu3dR7BPXv3x+ZmZnq+/XVHp641Ed76PHCCy9AEASn+zjWZ9vU5lGf7fLss8+6ratTp07q+/XVJhfyqO++cvz4cfzzn/9EixYt0KRJE3Tt2hW//PKL+j5jDDNnzkRMTAyaNGmCwYMHIycnxy8ukyZNcmubYcOG+dwjPj7ebT2CIOD+++8HUL/bz4Vc6qu/SJKEZ555BgkJCWjSpAmSkpIwZ84cp8dV1Vdf8cSlvvoKAJw9exbTp09HXFwcmjRpgiuvvBI7duxQ36/PbchrLvhsCsLnDB06lC1btoxlZ2ez3bt3sxtuuIG1a9eOlZWVqcvcc889LDY2lm3atIn98ssv7IorrmBXXnmlX1wGDRrEpkyZwk6ePKn+lZaW+tTj66+/ZmvXrmUHDx5kBw4cYE8++SQLCAhg2dnZjLH6aw9PXOqjPbTYvn07i4+PZ926dWMPPvigWl6fbVObR322y6xZs1iXLl2c1nX69Gn1/fpqkwt51GebFBcXs7i4ODZp0iS2bds2lpeXx9avX88OHTqkLvPCCy+wsLAwtmbNGrZnzx42YsQIlpCQwM6fP1/vLhMnTmTDhg1zapvi4mKfejDG2KlTp5zWsWHDBgaAbdmyhTFWv9vPhVzqq788//zzrEWLFuybb75h+fn5bMWKFSwkJIS9/vrr6jL11Vc8camvvsIYYzfffDPr3Lkz+/7771lOTg6bNWsWCw0NZceOHWOM1V+7XAyU2HHAqVOnGAD2/fffM8YYKykpYQEBAWzFihXqMvv27WMA2NatW+vVhTH7zsbxAF5fREREsHfffdev7eHqwph/2uPs2bOsQ4cObMOGDU7rr++20fNgrH7bZdasWax79+6a79Vnm9TmwVj9tsljjz3GBg4cqPu+LMssOjqavfzyy2pZSUkJCwwMZJ9++mm9ujBmP1iPHDnSp+v1hAcffJAlJSUxWZb9vm9xdGGs/vrLjTfeyO644//bu/egqOr3D+DvdWEhEUREbjIsEnITQgEHkARMwkhNZUa8kEpkpULekETNJAiF0kzTarIZsZFBm0m8zYiM4FIwhIAC6ig3SXQELYLQUIHl+f3RcH4eWCWTPeuXntfMznA+5+zZ93n87PrMnrO70aKx8PBwioyMJCJp50p/WYikmyvt7e0kl8vp5MmTonEvLy/atGmTpHV5Fnwq9jnw559/AgDMzMwAAGVlZejs7ERISIiwjYuLC+zs7FBUVCRplh4ZGRkwNzeHu7s7NmzYgPb2dq1lUKvVOHToEP766y/4+/vrtB69s/SQsh4AEBMTg+nTp4tqAEg/Vx6Xo4eUdampqYGNjQ0cHBwQGRmJhoYGANLX5HE5ekhVk+PHj8PHxwdz586FhYUFJkyYgH379gnr6+vr0dTUJKrL8OHD4evrO+B16S9LD5VKBQsLCzg7O2P58uVobm4e0By9dXR04ODBg4iOjoZMJtPpa0vvLD2kmC+TJk1Cbm4uqqurAQAVFRUoKChAWFgYAGnnSn9ZekgxV7q6uqBWq2FoaCgaf+GFF1BQUCBpXZ7Fc/EFxf9l3d3dWL16NQICAoRfz2hqaoJCoejzm7aWlpZoamqSNAsALFy4EEqlEjY2NqisrMT69etRVVWFI0eODOjjX7x4Ef7+/njw4AGGDRuGrKwsuLm5oby8XPJ6PC4LIF09ehw6dAjnz58XXefRQ8q58qQcgLR18fX1RXp6OpydndHY2IiPP/4YkydPxqVLlyStyZNyGBsbS1qTa9eu4euvv8batWuxceNGlJSUYOXKlVAoFFiyZIlw7D2/6tNDG3XpLwsAvPbaawgPD8eYMWNQV1eHjRs3IiwsDEVFRZDL5QOap8fRo0fR2tqKqKgoALp7rdWUBZDuOZSQkIC2tja4uLhALpdDrVYjJSUFkZGRACDpXOkvCyDdXDE2Noa/vz+Sk5Ph6uoKS0tLZGZmoqioCI6OjpLW5Zno+i3D/7ply5aRUqmkGzduCGMZGRmkUCj6bDtx4kT64IMPJM2iSW5uLgEQXS8zEB4+fEg1NTVUWlpKCQkJZG5uTpcvX9ZJPR6XRRNt1YOIqKGhgSwsLKiiokIYe/R0jVS16S+HJtqsS28tLS1kYmJC3333nc6eP71zaKLNmujr65O/v79o7P333yc/Pz8iIiosLCQAdOvWLdE2c+fOpYiICEmzaFJXV0cA6MyZMwOa5VGhoaE0Y8YMYVmXc6V3Fk20NV8yMzPJ1taWMjMzqbKykr7//nsyMzOj9PR0IpJ2rvSXRRNtzpXa2loKDAwkACSXy2nixIkUGRlJLi4uktblWfCpWB2KjY3FyZMncfbsWdja2grjVlZW6OjoQGtrq2j727dvw8rKStIsmvj6+gIAamtrBzSDQqGAo6MjvL29sW3bNnh6emLXrl06qcfjsmiirXoAf59WvHPnDry8vKCnpwc9PT3k5+dj9+7d0NPTg6WlpSS16S+HWq3ucx9t1qU3U1NTODk5oba2VifzRVMOTbRZE2tra+Fd5R6urq7CqeGeY+/9iU9t1KW/LJo4ODjA3Nxca/Pl+vXrOHPmDJYuXSqM6WquaMqiibbmS3x8PBISEjB//nx4eHhg0aJFWLNmDbZt2wZA2rnSXxZNtDlXXnzxReTn5+PevXu4ceMGzp07h87OTjg4OEhal2fBjZ0OEBFiY2ORlZWFvLw8jBkzRrTe29sb+vr6yM3NFcaqqqrQ0NAgus5LiiyalJeXA/j7xVuburu78fDhQ0nr0V8WTbRZj6lTp+LixYsoLy8Xbj4+PoiMjBT+lqI2/eXQdDpEqnkCAPfu3UNdXR2sra11Ol8ezaGJNmsSEBDQ56uKqquroVQqAQBjxoyBlZWVqC5tbW0oLi4e8Lr0l0WTmzdvorm5WWvzZf/+/bCwsMD06dOFMV3NFU1ZNNHWfGlvb8eQIeL//uVyObq7uwFIO1f6y6KJtucKABgZGcHa2hotLS04ffo0Zs2aJWldnomu3zL8L1q+fDkNHz6cVCqV6OPb7e3twjbLli0jOzs7ysvLo9LSUvL39+9zakOKLLW1tZSUlESlpaVUX19Px44dIwcHBwoMDBzQHAkJCZSfn0/19fVUWVlJCQkJJJPJKCcnh4ikq0d/WaSqx5P0PgUqZW0el0PqusTFxZFKpaL6+noqLCykkJAQMjc3pzt37hCRdDV5Ug6pa3Lu3DnS09OjlJQUqqmpoYyMDBo6dCgdPHhQ2CY1NZVMTU3p2LFjVFlZSbNmzdLKVzX0l+Xu3bu0bt06Kioqovr6ejpz5gx5eXnR2LFj6cGDBwOahYhIrVaTnZ0drV+/vs86qZ8/j8si5XxZsmQJjR49WviKkSNHjpC5ubno9LNUc6W/LFLPlezsbDp16hRdu3aNcnJyyNPTk3x9famjo4OIpKvLs+DGTgcAaLzt379f2Ob+/fu0YsUKGjFiBA0dOpTmzJlDjY2NkmdpaGigwMBAMjMzIwMDA3J0dKT4+PgB/26l6OhoUiqVpFAoaNSoUTR16lShqSOSrh79ZZGqHk/Su7GTsjaPyyF1XebNm0fW1takUCho9OjRNG/ePNF1SFLV5Ek5dDFXTpw4Qe7u7mRgYEAuLi707bffitZ3d3fT5s2bydLSkgwMDGjq1KlUVVUleZb29nYKDQ2lUaNGkb6+PimVSnrnnXeoqalJK1lOnz5NADQeq9TPn8dlkXK+tLW10apVq8jOzo4MDQ3JwcGBNm3aRA8fPhS2kWqu9JdF6rly+PBhcnBwIIVCQVZWVhQTE0Otra3CeimfQ/+WjOiRr3dmjDHGGGP/s/gaO8YYY4yxQYIbO8YYY4yxQYIbO8YYY4yxQYIbO8YYY4yxQYIbO8YYY4yxQYIbO8YYY4yxQYIbO8YYY4yxQYIbO8YYY4yxQYIbO8bYoPfrr79CJpMJv735PLh69Sr8/PxgaGiI8ePH6zqOSHp6OkxNTXUdgzH2L3BjxxjTuqioKMhkMqSmporGjx49CplMpqNUurVlyxYYGRmhqqpK9KPijDH2LLixY4xJwtDQEGlpaWhpadF1lAHT0dHxr+9bV1eHl19+GUqlEiNHjhzAVP/cs+RnjD2fuLFjjEkiJCQEVlZW2LZt22O3SUxM7HNa8osvvoC9vb2wHBUVhdmzZ2Pr1q2wtLSEqakpkpKS0NXVhfj4eJiZmcHW1hb79+/vs/+rV69i0qRJMDQ0hLu7O/Lz80XrL126hLCwMAwbNgyWlpZYtGgRfv/9d2F9cHAwYmNjsXr1apibm2PatGkaj6O7uxtJSUmwtbWFgYEBxo8fj+zsbGG9TCZDWVkZkpKSIJPJkJiY2GcfJ0+ehKmpKdRqNQCgvLwcMpkMCQkJwjZLly7Fm2++KSz/+OOPGDduHAwMDGBvb48dO3aI9mlvb4/k5GQsXrwYJiYmePfddwH8ferVzs4OQ4cOxZw5c9Dc3Cy6X0VFBaZMmQJjY2OYmJjA29sbpaWlGo+dMaZb3NgxxiQhl8uxdetWfPnll7h58+Yz7SsvLw+3bt3CTz/9hM8//xxbtmzBjBkzMGLECBQXF2PZsmV47733+jxOfHw84uLicOHCBfj7+2PmzJlCE9Pa2opXXnkFEyZMQGlpKbKzs3H79m1ERESI9nHgwAEoFAoUFhbim2++0Zhv165d2LFjB7Zv347KykpMmzYNb7zxBmpqagAAjY2NGDduHOLi4tDY2Ih169b12cfkyZNx9+5dXLhwAQCQn58Pc3NzqFQqYZv8/HwEBwcDAMrKyhAREYH58+fj4sWLSExMxObNm5Geni7a7/bt2+Hp6YkLFy5g8+bNKC4uxttvv43Y2FiUl5djypQp+OSTT0T3iYyMhK2tLUpKSlBWVoaEhATo6+s/+R+JMaYbxBhjWrZkyRKaNWsWERH5+flRdHQ0ERFlZWXRoy9DW7ZsIU9PT9F9d+7cSUqlUrQvpVJJarVaGHN2dqbJkycLy11dXWRkZESZmZlERFRfX08AKDU1Vdims7OTbG1tKS0tjYiIkpOTKTQ0VPTYN27cIABUVVVFRERBQUE0YcKEfo/XxsaGUlJSRGMTJ06kFStWCMuenp60ZcuWJ+7Hy8uLPvvsMyIimj17NqWkpJBCoaC7d+/SzZs3CQBVV1cTEdHChQvp1VdfFd0/Pj6e3NzchGWlUkmzZ88WbbNgwQJ6/fXXRWPz5s2j4cOHC8vGxsaUnp7+5INmjD0X+B07xpik0tLScODAAVy5cuVf72PcuHEYMuT/X74sLS3h4eEhLMvlcowcORJ37twR3c/f31/4W09PDz4+PkKOiooKnD17FsOGDRNuLi4uAP6+Hq6Ht7f3E7O1tbXh1q1bCAgIEI0HBAQ89TEHBQVBpVKBiPDzzz8jPDwcrq6uKCgoQH5+PmxsbDB27FgAwJUrVzQ+Zk1NjXA6FwB8fHxE21y5cgW+vr6isUfrBABr167F0qVLERISgtTUVFE9GGPPF27sGGOSCgwMxLRp07Bhw4Y+64YMGQIiEo11dnb22a73aUCZTKZxrLu7+x/nunfvHmbOnIny8nLRraamBoGBgcJ2RkZG/3ifzyo4OBgFBQWoqKiAvr4+XFxcEBwcDJVKhfz8fAQFBT31Pv9N/sTERFy+fBnTp09HXl4e3NzckJWV9dT7YYxpHzd2jDHJpaam4sSJEygqKhKNjxo1Ck1NTaLmbiC/e+6XX34R/u7q6kJZWRlcXV0BAF5eXrh8+TLs7e3h6Ogouj1NM2RiYgIbGxsUFhaKxgsLC+Hm5vZUeXuus9u5c6fQxPU0diqVSri+DgBcXV01PqaTkxPkcvljH8PV1RXFxcWisUfr1MPJyQlr1qxBTk4OwsPDNX44hTGme9zYMcYk5+HhgcjISOzevVs0HhwcjN9++w2ffvop6urqsHfvXpw6dWrAHnfv3r3IysrC1atXERMTg5aWFkRHRwMAYmJi8Mcff2DBggUoKSlBXV0dTp8+jbfeekt0KvOfiI+PR1paGg4fPoyqqiokJCSgvLwcq1ateqr9jBgxAi+99BIyMjKEJi4wMBDnz59HdXW16B27uLg45ObmIjk5GdXV1Thw4AD27Nmj8YMZj1q5ciWys7Oxfft21NTUYM+ePaJP8N6/fx+xsbFQqVS4fv06CgsLUVJSIjTEjLHnCzd2jDGdSEpK6nOq1NXVFV999RX27t0LT09PnDt3rt/G5GmkpqYiNTUVnp6eKCgowPHjx2Fubg4AwrtsarUaoaGh8PDwwOrVq2Fqaiq6nu+fWLlyJdauXYu4uDh4eHggOzsbx48fF66HexpBQUFQq9VCY2dmZgY3NzdYWVnB2dlZ2M7Lyws//PADDh06BHd3d3z00UdISkpCVFTUE/fv5+eHffv2YdeuXfD09EROTg4+/PBDYb1cLkdzczMWL14MJycnREREICwsDB9//PFTHwtjTPtk1PuCFsYYY4wx9j+J37FjjDHGGBskuLFjjDHGGBskuLFjjDHGGBskuLFjjDHGGBskuLFjjDHGGBskuLFjjDHGGBskuLFjjDHGGBskuLFjjDHGGBskuLFjjDHGGBskuLFjjDHGGBskuLFjjDHGGBskuLFjjDHGGBsk/g/xkkY5NLwKSwAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from src.evaluation import barplot\n",
    "\n",
    "barplot(\n",
    "    lengths=lengths,\n",
    "    accuracy_data=[Moby_Dick_accuracy, article_tipping_accuracy, speech_accuracy],\n",
    "    titles=[\"Moby\", \"article\", \"speech\"],\n",
    ")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.1"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}