ELFL4X4 (444ԀԀttttyty zz/lib/ld-linux.so.2%+# $( "% ) &*!'  z#pz9Ph?41 E{PQ\&"Ul&"Y+"]܈"a"e"iz"n >|<L(,"0","|" "̈"̇>܇1'{P $(("%. |!7 |A |!IL P4W{^{jt__gmon_start__libm.so.6_DYNAMIC_GLOBAL_OFFSET_TABLE__init_fini_IO_stderr_cossintanexplogpowsqrtatexitlibc.so.6__libc_init_firstabortexitfprintffflushmallocfreefopenfgetsfclose__strtod_internal__strtol_internalnrand48strcpy_IO_stdout_printfsprintffscanffread_IO_getc_environ__environenviron_start_etext_edata__bss_start_endz{{ |$|zz z zzzzz zzzzzzzzz z"z!zzz z zzzzzUS[|t]]5tz%xz%|zh%zh%zh%zh%zh %zh(%zh0%zh8p%zh@`%zhHP%zhP@%zhX0%zh` %zhh%zhp%zhx%zh%zh%zh%zh%zh%zh%zh%zhp%zh`%zhP%zh@%zh01tRX^D |PPRVh4X:PUSlz=lztЃ;u]ÍvUÐUWVSu}  \.j9wh jjj‰UBB E@@]CCE@ @$ uUuh uWV5KM`ut DP ~B =yu  v  =zuThPh4hh4hEuhh4h{jut=t0"=y= 9p \ 6ƒ_9}.t8~%~pX\2F2F9/щ2rYrYrY 9~؍EPZ49=zu EP> h N0= zui =(ztD=yu豜=~苞=(zuu=(zu5=y/=$z=94\      | _9}2tF~)~@aEX\aEF\aEF9S\aE^U\aڍ^UaڍFU\aƒ9~5uu5l gO=9E\M_9}2tE~)~@IE]Ծ\ E]F\ E]F9C\ E]DLE]DLE]DLE]ԃ9~h!@hS(6 06E ]uuh4vh 5=z=94\      | G9}2tF~)~Ca][\a]F\a]F9S\a]FU\aFUa^U\aڃ9~5uu5l 7Mh4hEuhhP5h{"jv95|(vET RQhg5uF95}u[=zu hP-=4zuP=94\      | G9}2tH~)~Ca][\a]F\a]F9Uv\a]FU\aFUa^U\aڃ9~=$zRh4h Euh hP5h{jI=y=z9Bl hdU9B9}Ntn~E~!dhHJH J dh LLGdh LLG9}|zdh LLhLLL L dhLLLLhLLLL9}}hdF9EP555nuu555N$=yu#=zu5uu5l I=yu5 uu`Q ]܃=yuEEÉ]܃=yuEEEEEp 9U1 E9P] E=` ]CU9}Kto~B~]TEHJH J ]ET] LLFE]TE LLF9u]ET] LL]TELLL L ET]LLLL]TELLLL9u}6 ]9E= ])Ӊ|E@U9}Nts~E~!]T|HJH J ]T| LLF]T| LLF9u]T| LLT|LLL L ET|LLLLT|LLLL9u}   DDD ?=yu@Pu[EE=y=zuu555/L\9T}M@ڃ9},tA~#~GIE]Ծ E]F E]F9\ E]DLE]DLE]DLE]ԃ9\}\9}M\@\9},t>~#~GIE]Ծ E]F E]F9\|B E]DLE]DLE]DLE]ԃ9\}    | E@]ԃ=zu=yu hk5=z=~@P=8zu=95 |1 DT RQh5uF95 }uuh5ud=zuE $h5u<=zuuuuuh5u=zuuuh5u=yu!] T RQh5u=y9= G\VW@P]uuh5un=4zuyuu\E$Ã$]uuz\EÃ$]ă uuuuh5uF 9:G9= !h5uE]9]u&=yuuuh5 =yu#uuh5uuh 6=,z~Q[^_ÉU<WVS=yu   =yu  =yu=yu 55=yu  =yujj5jW5jRTDžX=y9= x5  Dž\9\7GȍYP@9\}Dž9s X‹@Xx \pXC9~\9\eDž9P\ X‹@px \XpF9~\FDž9}P vX‹@px XpF9~\9\G9=    X=y 9h5 L5 HX@ LHAx G9}5 X=yu?XD@L   DACX=y69 5  F<5 8Dž\ D9\_@vDF@\X‹<@ 8D 8DA@ \X<xC\9eG9=$4@9 p05 , (04X@4(,LN@ xG4@9~=uN XD@t   TVD@ D@X=yA5 $95    C$@$9~HXB@  DA@ X@  Ax GX@  Ax G9$X@  Ax OXʋ@ CH OXʋ@4 FH OXʋ@4 FH 9$ X=yuFXD@L   ЋB @AT:|hPC  hlDz~EEEh EEE`]Ѓ=yDž95 e9=|J۽12h@jT RQoۭG9=}=E@t؃$Xvٿ59 @9}6tO~-~@XGG9|IvWЍWЍWЃ9}9 =yu5j`PhPhPR5TD$hP`Wh5Tv3=yu/jWhWhPR5TZD$T{jj5j5!S5jTP[^_ÍvUWVS5jVGE5jFGuz=~"9|vS~C9}Auo=}9=4}衬    | E@M9})t9~ ~Gb^}bC}bC9]|:}bލCbƍCbƍCbƃ9]}5uV5l }. m9yAʃ9}*t9~!~}GN»} C} C93v} DLDLDLƒ9~86 9|PU xu = t@ttu =u"C9}5ju}2Nme[^_ÍvUTWVS5jDE5jDE5jDEu+x=~!9|S|C9}=}954    | @9},t:~#~Fb}_b}Cb}C9]|8b}ߍCbǍCbǍCbǃ9]}ȃ=h@6   ¡@ 9F| T RQh5 C   ЋB 9~h5\Xuu o9|ZH6U  xu = t@ttu=uC9}ءyy9 54u3 =}9= }E@U9}=tV~4~}WO PH }}ߋL؉LC}}ߋL؉LC9]|j}}ߋL؉L}}TL TL }}TLTL}}TLTL9]}F95 5uu2E }9=% } }}x 9Aʃ9}4tL~+~}}g}}}$ߋ}C}}$ߋ}C9}v}}$ߋ}}d}}d}}d}9~:uuA9=p }U9}ߋ}4B9}.t>~%~}ON¹} A} A9M|:} LLLLLLƒ9M}C9N95 |6ɡ4 4}}KfmFm95 }5 P6ɋ}EE}9=v55 5l !E }9=} }ȍv}x9u= }FU9B9}:tQ~1~}@}O}ȋ} A}ȋ} A9M|Yv}ȋ} }D}L}D}L}D}L9M}EC9 9mAʃ9}4tI~+~}}g}}}$ߋ}C}}$ߋ}C9}}$ߋ}}d}}d}}d}9~uu9u= }vFU9B9}:tQ~1~}@}O}ȋ} A}ȋ} A9M|Yv}ȋ} }D}L}D}L}D}L9M}EC99u=p }vFU9B9}:tQ~1~}@}O}ȋ} A}ȋ} A9M|Yv}ȋ} }D}L}D}L}D}L9M}EC99u= }vFU9B9}:tQ~1~}@}O}ȋ} A}ȋ} A9M|Yv}ȋ} }D}L}D}L}D}L9M}EC9 9Aʃ9}0tA~'~}G}O}ߋ} C}ߋ} C9G}ߋ} }D}L}D}L}D}L9~9= }̋=p }U9}̋4B9}0t@~'~}GF } A} A9M|@} Q Q Q 9M}C9MP6ɋ}EE}9=F5juBA5ju2A5ju"Ae[^_ÉUWVS]hX6S4uShZ6h{yjB   ¡@ B9800hm640p61t FO)ȃ u4j20K jj0I | C   ¡@ B9_| T RQ| ؃C   9~4$[^_U WVS]h4SEuShZ6h{ jEuhr6u 9= |}MIM=yuWh6u AvE D| T RQ$hg5urF 9~G9= }EM9 Qh6u7u    | PHRQhg5uue[^_ÉUdWVS=8zu4EM9 |"uTZ uFu95}ރ=yu@E}9=&EM9Mu}D=yBEM9 EH E9UXyu+ u}M$ȡ 4`vuX u}M$ȡp  ]h@juu}U$g 4mCEu95 \T7Ƀ$}E   E|  ‹Mu΃E9]E}9= EM9 uuu}}fuuu}fmumɃmă=yuU]h@j u}M$ȃ$}}$ummڃ=yu[ u}M$ȡp  ]h@juu}}$ummEu95 h?j$} m$}}E   E|  mɋMu΃E9]O}<   Ћ| MDσ=y E5 u9u]UE܉@9E}tC}M<} MuBH}܋ML}Eu}4u}}} Mu} MuL}MUBu}4u}׋M u ЋML}EM9Msl u4}M<ȉ<΋|| u}TT \ \G}9l u }G}9=e[^_UdWVSy yEu95E}9}tp u}DEE?u AH 9a }<}ԋuEy O}uދu$Uڡ 4Uyu 9Yu]vC 9~hjuu}]mu9u} BuR\7Ƀ$+p u M   B |  ‹}-u?\7Ƀ$Կp u } P|  MuQ؃u)p } R| uЉ\\p }Er|  R } uK} E@u"ءp uDuC\7Ƀ$p } u P|  M؃u)p } uV| Љ\\[=}u-p u l }$Y}NuF    U}TЋVЉE LQSp u| } u P} vu^9]|D T RQUp } l u$gvp } l u$;vu3p }Eu^ |  V  ًup }u \ \G}9E}9=g+  Eu95 E}9}p u}DEE?u @H9  }u$ءp  ]h@juu}q$胻} A H ؋ 4Umyu 9Yu]C9 mhjuu} ]mu9u} BuT\7Ƀ$5p u M   B |  ‹}/vu?\7Ƀ$ܺp u } P|  MuQ؃u)p } R| uЉ\\p }Er|  R } uK} E@u"ءp uDuC\7Ƀ$p } u P|  M؃u)p } uV| Љ\\[=}u-p u l }$Y}NuF    U}TЋVЉE LQSp u| } u P} vu^9]|D T RQ]p } l u$gvp } l u$;vu3p }Eu^ |  V  ًup }u \ \G}9UE}9=/3(Eu95E}9}p u}DEE?u @H9 S} p u}XSp u}XmM]ymuUh@j u}$؃$}}}}:m]mmm|uo u}$ءp  ]h@juu}}}}赵$ǵm]mmmEu xu^9XuYˋH}̋uE]d7]C9 Qh?juu} ]m}9}!u BuV$!p } EEMɡ   B |  ‹uvu;$ƴp } u P|  M} ؃u)p u R| }Љ\\p uEz|  R u }kvu E@u>ءp } EM   uF |  uC\7Ƀ$贳p } u P|  M؃u)p } uV| Љ\\[=}u-p u l }$Y}NuF    U}TЋVЉE LQS詻p u| } u P} vu^9]|D T RQ%p } l u$gvp } l u$;vu3p }Eu^ |  V  ًup }u \ \G}9E}9=e[^_ÍvUPWVS9u EE M9}E@U9}Bt\~9~]EHJH J ]E LLG]E LLG9}|h]E LL]DDD D M]DDDDM \\\\9}}EEF9u EP5u5 )9u\E@U9~L @@$葮E IYEt]  $DE Et]F  $E Et]F9uM  $觭E 7Et]FEU$[E M E7Et]FEU$ E M E7Et]FEU$跬EM  E7Et]9u]Eu hl79}9uEMAU9}4tH~+~@@ ]DFEDF9u|JMDDD DDDD9u}D?P5u5 },9u]E@U9}>tY~5~M ISS T] ETTFM ]TTF9u|lE MTT^E ىDDN] Eȉ\\FM ] É LL9u}G9}$e[^_UWVS9}MM ]9uE@U9}Bt\~9~M]HJH J ]M\\FM] LLF9u|n]M\\M]LLL L ]M\\\\M]LLLL9u}EEG9}EP5u5 #9}E@U9~B @@$è @@xM] $聨 ۭ١<MȡD95 XM5A\9CB9}b~U~+M싵XBHM싵X ؋CM싵X ؋C9\M싵X ؋M싵XDLM싵XDLM싵XDL9\[G9z}J| <uDT T985  PLT@T9~8M u싍PDHB^؋M싵 u싍PDLD G؋M싵 u싍PDLD G9T؋M싵 u싍PDLD WM싵P4DLD ЋӍWu싍P DLD ЋӍWM싵P4DLD ЋӃ9TءuD9 Du FH9CB9}b~U~+u싍DBHu싍D ؋Cu싍D ؋C9Hu싍D ؋u싍DDLu싍DDLu싍DDL9H[G9z @95< @@@9}n~a~-M@B‹MIuM싵<‹M uGM싵<‹M uG9@M싵<‹M uW< ЋËM uW< ЋËM uW< ЋËM u9@M4ʿ589  40@9~z~:uTHX JZ 4D0MIhXu싍4T4\4\uD0M ,Gu싍4T4\4\uD0M ,G980vu싍4T4\4\uD0M ,W4L4Љ֋\\uD0M ,ЍW4L4Љ֋\\uD0M ,ЍW4L4Љ֋\\uD0M ,Ѓ989uDCڃ9}.t<~%~AGG9,DDD9~E@t ؃$۽ xًۭ<M\ 7p5 FZx @@ t MD @CC7NZDh @@ } 7u 4| Dt Cx <M5DuLt  DML\D7K5 D D5Th ȃ}u<MPQP Q }~uMDuuu5t 5 5x ۽EEۭ9}E@U9}9tP~0~uFuN]MM E]Guu E]G9}|GvMM EUuDLUDLUDL]9}}}u <@ȡ7pɋMY}~uMDuuu55 5h ۽EEۭ9}E@U9}9tN~0~uFuN]MM E]Guu E]G9}|EMM EUuDLUDLUDL]9}}7E顴 pUMU Eu+9E}E9E|h7۽sۭEM9MSMuuu5t 5 5x *9=5, <uA9]LE@U9}d~W~,,FMIv,M ً4ދC,M ً4ދC9],M ً4ދC,M 4C,M 4C,M 49]WG9=5ju5ju5ju$5juxX[^_ÐU WVSu}]Vu9cCك9}"t-~~ FBB9)vDDD9~Vu }"7mࡴ pe[^_ÐUWVS5jfE5jVE 9Ã=}CM9A9}:tQ~1~}@}O}Ћ} B}Ћ} B9U|Yv}Ћ} }D}L}D}L}D}L9U}EF 9 9Aʃ9}0tA~'~}G} O}} F}} F9G}} }D} L}D} L}D} L9~ 97=l }vM9}ɋ}A9}.t@~%~K}O Ӌ} B Ӌ} B9U|uQ$hm6(F$[81t FO)ȃ {yl$$>uQ$hm6(kF$[81t FO)ȃ y$=>u]$hm6(F$N>1t FO)ȃ ttjj$E $P>uy$hm6(E$N>1t FO)ȃ u"jj$ E  v$_>$hm6(D$N>1t FO)ȃ ujj$}D  =yky\$o>uI=y~@$hm6(RD jj$D y$>uI=y~@$hm6(C jj$C  y$>u]$hm6(C$N>1t FO)ȃ ttjj$4C *$>uy$hm6('C$N>1t FO)ȃ ujj$B  v$>$hm6(B$N>1t FO)ȃ ujj$B  =yy$>u]$hm6(A$N>1t FO)ȃ ttjj$A  $>uy$hm6(A$N>1t FO)ȃ u  jj$@  v$>$hm6(@$N>1t FO)ȃ u  jj$m@  =y[yL$>=yDž,,9 $hm6(@ 9 |~$N>u9 ,D@D&vjj$}? ,C9 },,9 DGv8 ?=yDž,,9 $hm6(? 9 |~$N>u9 ,D@D&vjj$u> @,C9 },,9 D?v8?=yDž,,9 $hm6(> 9 |~$N>u9,D𿡨D&vjj$m= ,C9 },,9 D7v8,?=yDž,,9 $hm6(= 9 |~$N>u9,D𿡨D&vjj$e< ,C9 },,9 D/v8=?=yDž,$hm6( < 9 |~$N>u9 ,D@D&vjj$i; @,C9 },,9 DCv$N?=y$hm6(; jj j$:,9 $hm6(:$N>1t FO)ȃ u6 ,D@D#jj$=: ,C9 \v$i?=y$hm6(: jj j$9,9 $hm6(9$N>1t FO)ȃ u6 ,D@D#jj$%9 @,C9 \v$?=y$hm6(8 jj j$8,9 $hm6(8$N>1t FO)ȃ u6 ,D@D#jj$ 8 @,C9 \=yy$?=y$hm6(7 jj j$7,9 h$hm6(~7$N>1t FO)ȃ u6,D𿡨D#jj$6 ,C9 \v$?=y$hm6(6 jj j$6,9 P$hm6(f6$N>1t FO)ȃ u6,D𿡨D#jj$5 ,C9 \v$?u]$hm6(5$N>1t FO)ȃ ttjj$<5  2$?uy$hm6(/5$N>1t FO)ȃ u  jj$4 v$?u]$hm6(4$N>1t FO)ȃ ttjj$84  .$@uy$hm6(+4$N>1t FO)ȃ u  jj$3  v$@u9$hm6(3 jj$Y3  Ov$/@u9$hm6(K3 jj$ 3 U Zv$>@u9$hm6(2 jj$2 U Zv$U@u9$hm6(2 jj$i2 U Z_v$d@uQ$hm6([2$[81t FO)ȃ y$z@u9$hm6(1 jj$1 v$@"%$hm6(1$[81t FO)ȃ G,z=5 j۝Dž, 9,Cރ9,}BtY~9~AA Dž,,DB,,DBKv,DDD DDDD,9~= 15 jh Dž, 9,Cރ9,}3tN~*~ADž,,B,,B,9v,DDD ,9~e$@"uE$hm6(c/ =,z'jj j$2/,z $@$u]$hm6(/$@1t FO)ȃ u0z0z$@u9$hm6(. jj j$o.XzF$ A u9$hm6(C. jj$. Hzv$A u9$hm6(- jj$- Pzv$!AuyDž,,9 q$hm6(- =t jj$;- ,,,9 }$5A u}Dž,,9 $hm6(, = t$jj j$, , ,,9 }$BA uh hm6(, L$OAuQ$hm6(K,$[81t FO)ȃ d $fA?$A@$A$Ax$B]$BB$"B'$'B $-B $9B$?B$EB$JB$^B j$kB O$xB4$B$5$B$uhB) (*[^_ÉU WVSEj(vUu Buu thm6hA&Uu Buu thm6h  &Uu Buu thm6h%Uu Bu zu thm6hP%Uu Buu thm6h i%Uu Buu thm6h5%Uu Bu(u thm6hR)y$vUu Bu(u thm6h )z$vUu Bu$jj ju t'E^&Uu Bujj ju t~' 뾋Uu Bujj ju tF'놋Uu Bu jj ju t'KUu Cu jj ju t& Uu  Cu4jj ju t& yUu Cuy$Uu Cuy$Uu C uy$Uu %Cut=yuXEU9 |0EEjju 4% p UBU9 }ы5 u=y#$h,C9%j&Uu C u jj ju t2%oUu Cu(z#Uu Cu(z}#Uu C uTu D9u yUu DCyUu C u jj ju t.$kUu C u jj ju t# /Uu C u jju t#  Uu Duy-"Uu D u zu thm6hUu D uy!Uu D uy!Uu 'Duym!Uu /D uyA!Uu 9Duy!Uu AD uy Uu KDuy Uu SD uy Uu ]Duye Uu dD uy9 Uu mD uy Uu vD uyUu D u jj ju t!Dz?Uu Du$zyUu Du$zMUu D u D9u yUu D<uzyUu D<Pzy7Uu D u jj ju t Uu Duz5Uu D uz Uu DuyUu D uyUu Du jj ju tUu DuzIUu D uzUu Du= 9 GU9}=tW~4~u@@ UDCuDC9UDDD DDDD9~>9 |0vjjuU t9 uC9 }EEU9 uU AEx=ykEU9 uU DN>= 9 GU9}=tW~4~u@@ UDCuDC9UDDD DDDD9~>9 |0vjjuU t @uC9 }EEU9 =uU GEx=ykEU9 uU DN>= 9 GU9}=tW~4~u@@ UDCuDC9UDDD DDDD9~>9 |0vjjuU t  uC9 }EEU9 uU MEx=ykEU9 auU DN>= 9 GU9}=tW~4~u@@ UDCuDC9UDDD DDDD9~>9 |0vjjuU tq uC9 }EEU9  uU TEp=ycEBvuU DN>= 9 GU9}=tW~4~u@@ UDCuDC9UDDD DDDD9~>9 |0vjjuU t @uC9 }EEU9 6uU [E=yjj jutEU9 EEu E@N>u UD#vjjuv UEu95 }suU aE=yjj jutEU9 EEu E@N>u UD#vjjuv) @UEu95 }uU hE=yjj jutEU9 DEEu E@N>uUD#vjjuvU UEu95 }uU oE=yjj jutEU9 |tEEu E@N>uUD#vjjuv UEu95 } UTU"uU wE=yjj jut1EU9 |tEEu E@N>u UD#vjjuv @UEu95 } UTU=y:y+vuU EutXjjUu t kUu EuXu DN>ujjUu t  vUu Eulu DN>ujjUu t-  E=y y Uu EutXjjUu t  Uu EuXu DN>u  jjUu tI  vUu EutXjjUu t KUu EuXu DN>ujjUu t}  vUu Eulu DN>ujjUu t  E=y y Uu EutXjjUu t  Uu EuXu DN>u  jjUu t)  vUu Eulu DN>u  jjUu t  E=yp ya Uu EutXjjUu tG  Uu EuXu DN>u  SjjUu t 1vUu Eu jju t  Uu Eu jju t\ UZuU Eujjut UZtuU Eujjut UZ   | P HRQh5uE9Eu C9SuN  ‰ƍD| T RQh5u8G C9~EM9 }EI   ӍTЋ]á| T RQh5uEC9E~EE   M\| TRRh5uqEM9 }    | PHRQh5uh5uuue[^_ÉUWVS9= |UG ʾ93| $M= ؃FM95 }G9= }e[^_ÐU0WVS+55 5l A 9 ] ]U9B9}Bt^~9~]]HJH J ]] LLF]] LLF9u|p]] LL]]LLL L ]]LLLL]]LLLL9u}EEG95j^]E5jN]Euu55 w 5 5uu2sh4h ?EE9=|:vEhj]DPR}mɋ]G9=}ɿ!v4DU9 ]ЍB9}SF 5jR85jR\ 5jR5 jR\ hPKLDHhlXz~EEEEEEE 1ɡ 9m L=DP@P9}X~K~ztA\GBG B L<tA\D߉ʋDDCL<tA\DډϋDDC9PL<tA\D߉ʋDDsL<tA\DϋDDsL<tA\DʋDDsL<tA\DϋDD9PL 5jQjRt =H9D54 = =  <=| @H@H9}8tS~/~FgDZދ@gDCދ@gDC9H|Eދ@gDڍCgCgCgƒ9H}55\ 55l 38=yu5j`PhPhPR5 \K$hP`Sh5 \:=yu/jShShPR5 \K$j\h{DždS\ ݝT=0zu h)H=0zu h=H=0zt݅TݝTXThQH =d t?hGh vj\S.XThYHS$SV4[^_ÍvUWVS}}t hcHh5WhfHW}thp6W19 |B <tFU DPPT RQh{HW;C9 }h5W$}thp6W9 |0 <t hHhHhHW C9 }h5We[^_ÐUxWVSE 9j M܋5u؋= } MԉE@U9~2u܃~tEM؋Du }؋MDuԋVPV P C}܃<t%EM؋uD}M؋TTu؋}DMԋى؋TTCu܃<t#E}؋MDu}؋TTM؋uD}ԋ߉؋TTC9]QvM܃<t#Eu؋}DMuΉ؋TT}؋MDuԋމ؋TT{}M܃<t&Eu؋}DMu}ȋTTM؋uD}MԋTTsu}܃<t'EM؋uD}MuΉTT}؋MDu}ԋTTKMu܃<t'E}؋MDu}MTTu؋}DMuԋΉȋTT9]9 =} t MEu9u@9E}Ct\~:~}@@ EMuDFu}MDASv}MDDD DDDDMu9~EC9 =yu@P}~m58}EEm}9= , M<EEu95E}9= fEH ‰EEE9QɃ=yu%ًUڡ| $}m=yuASu@P}f~]SuuW~EmɃ=yuHh@j TM$؃$}}mE]m=yua Tu$ءp  Uh@j$}}d$vmE]mɡC9 ɡyh?j$}' E$}^   E| mɡt } M Du$ɡ4}" HM$}}   E| mɃm=yuCt M u4D}$ɡ4M؋ u4D}$p  t ME$}}um$}qmmɡ4}MmvEu95 =yuUt }E   E|  M@u }EM9 Eu95 5EPEP585\ EEuh?j$]%EEjjhHh{1E}9= 2 M̋50zuЋ} }ȋ t Mčv u<EE}̉}9Mċ M5\ u@9}.t>~%~ANɻ}ߋ} CMًM C9]|7uދu ‹}DLDLDLƒ9]}Ƀ=yuB   E| @ M̋Du }̉}9 Muċ6u@9}.tB~%~AN}M Cu} C9]|AMu C C C 9]}E=,zu)}u Hz}uHz=,zu+}u Hzj}uHzM=,zuS}uE%PzHzM}u*E%PzHHzMum=,zu_}u)EE}6}u*EEMvEu95 =uA9 |"}DPRh5* C9 }ދEUPRhH |[^_ÐU0WVSE @E1 99 U܋ M؋ Uԋ MЉE@]9~~4U܃ztGM؋UԋDMM؋UԋDMЋQPQ P FM܃<t!GU؋MԋDU LLvU؋MԋDUЋ LLFU܃<tGM؋UԋDMTTM؋UԋDMЋTTF9u*vM܃<tGU؋MԋDU LLU؋MԋDUЋ LL^U܃<t!GM؋UԋDM؋TTvM؋UԋDMЋى؋TT^M܃<t!GU؋MԋDU ؋LLvU؋MԋDUЋ ډ ؋LL^U܃<t!GM؋UԋDM؋TTvM؋UԋDMЋى؋TT9u=yu@Ps585EPEP585\ ?EEuh?j$ ]#EEjjhHh{=,zu%0zuHz5uEHzG=,zuG0zuH HzMMEuEH HzMM=,zu_0zuh@jE%Pz$3#u3h@jE%Pz$HzMM]s=,zuO0zuEUPRvu/EUPREHE],zuE uE]}~ uuEUPREUPRhHEe[^_UhIwh)Ih-Ihh9I^hXIThqIJhI@hI6 hI)hJhJh>J haJhJhJhJ h#KhXKhKhKhKh Lh2LheL hLhLyhLohMeh+M[hHMQheMGhM= hM0hM&hNh,NhSNhxNhNhN hNhOh@OhpOhOhOhOh P h)PhOPhlPvhPlhPbhPXhQNhGQD h{Q7hQ-hQ#h9RhtRhRhRh)S hdShShShSh$ThWThThT hTh!UhOU}h~UshUihU_hUUh!VK h?V>hV4hV*hV hWhSW hWh5 hWhWhXh+XhXXhXhXhX hXh#YhfYhYzUShYjhY`hYVh)IhZGh h#Z8hh7Z)$h hIZ=zuhPh[Z=$zuh hqZ=zuh hZhZ5hZ5hZ5 hZ5 h"[y$5 hI[fh5\ =yuMhp[F9 |&p T RQh5 C9 }h5h5=$zhh[h[ =yuh[5 h[ =yu5=zu h \=yu=zu h\l5h\Y5h;\Ihb\?=zuh\h\"h\=zu h\h\h5=(zrh\=yu-h[5 h\5h\=yu h \5Dzh%]phL]f =yu h\vh\Fhp]9=yu h\h\h] =yu h\h\h]=yu h\h\h]=yu h\h\h^=yu h\h\jh5]5h$^Mh5C]ÉUVS]   ЋB pPjPj6p =yt =y5j MPj5 5j MPj5 5j@Pj55j@Pjm5  @Pj3| @Pj3@Pj2<=yut5j25j@Pj45j@Pj4(@Pj2 @Pjx2 =y5jV2 5jD2x 5j22t 5j 2  5j 2h 5j15j1=yu`5 j@Pj35 j5 j3 H^= $$ =4zu+5j   Pj3 @Pj@Pjg3 PjPjR3 PjPj:3l PjPj%3  5 j0=yuPjPj2 =$zuO5 j5j2` 5j{0C5jk0C 5jX0=$zu=zu5j40C=yu*=zu!=$zuPjPj?25j/4=yu5j/ 5j/5j/C 5j/ Vj/|  5 jw/05 je/l =~@5jG/ @Pj4/‰ DD ?=yu#   Pj. 5jg.e[^ÍvUWVShX6hEuhhP^h{Zj#v9|Y4Ph7u =8zu% Ph7u ؃ C9}ub=yuyhX6h7EuhhP^h{jr9|+ Ph7u' C9}uhX6h Euh hP^h{0j= 90l G9}Ntq~E~!Cd~C QBd~B QJd~DQd~DQJFd~DQd~DQJF9d~DQd~DQJFÚd~DQšd~DQJFÚd~DQšd~DQJFÚd~DQšd~DQJ9t95v9 |y Ph7ul 0؃ Euء l Euv؃C9 }  DD ?F95Ou诿95 |_v0l $p_uVhj^_0l x_F95 }E=$zhX6h EuhhP^h{jH95v9 |i` Ph7u` l $0 uE=@ztv؃C9 }F95}u]}~9=~0uh^.=@zt h^vh _=~ah8_hF_hM_hS_95 |3Vl T RQ0T RQh]_譼F95 }͍e[^_ÐUWVSE]9 v95 vE 9M]]EH D}ǃ=yu80E P $<$}ڻ| m=yJ ]È@s/= uء0 S $Eu'؃= u ]T RQjv]È@sp ~Z9E}| D]9 0 M<$}| m\EuRء ~C9E}| D]9 u| ] LL]]E 9M9F95 E]9 ؋]@_E@t6    | X=9K4G9}t~~BFF9DDD9~ꡬ    | 5Z95|`h@j 4    | `$}mF95} 9.=  ] | 5EF9~؋]@_EuÈ@s"   ¡| \-؋   ‹ | yL\=]@_Eu7È@r%ء   | yL$辷   Ћ| \=]@_Eu:vÈ@r%ء   | _L$*   @ | X=yui95 |\| _ $    | _L\F95 }e[^_ÉUWVS=y9= 95 hv=  @uh_0j艷 DLQST RQVWh_T RQT RQVWh `辵8 uyxy)=yuh^`wjж@ @=t8T RQT RQ$$VWh`,vF95 G9= zy=~? uh`躴jvvuy yxyGvuh aWj譵 uhQa}}/mm,c =t'$$$$h~a$؋yuyxy%vuha菳j ,c =t)$$$$ha;$ ؋y uy yxy%vuhEbj9 ,c  =t)$$$$hrb菲$ ؃=y uwyy  9=|1vh@j4T RQ}mG9=}h?j5$Ʋ=t'PR  PRhb=y 9J4Cك9}t~~BGG9DDD9~P4$ 95h@j4% $}ѱmG9=}h?j5$許 =t'  PR  PRhb袰h5蕰e[^_ÐU=\zh4ch6cmuh6ch?ch{j諱vPhajh<|&=ath6chch{訰jq\zjÍvUVSu=\zuK0fPfpл<|fPSPșS PșSe[^US]=\zu]U=\zuUVS=\zuqPËr3<|r3\r 3|r3fr31ɉЍv|uDA~ D%e[^UDcP<$ÐU,cP$cÐUS]S $}E Em$ZmЋ]ÍvU VS]u 19 t{ڃ~G~"Eu "EuvBEu߭vB9vEu 谭DEu蓭vDEusvDEuSv9yu /v}Hm19}$Et-B9|19}EtB9|׬v؉Ѝe[^ÍvU VS]u 19t{ڃ~G~"È@s xÈ@s UBÈ@s 5B9vÈ@s DÈ@s DÈ@s ūD È@s 襫9uu 胫v}m19}$Et-B9|19}EtB9|+v؉Ѝe[^ÍvU1]A]cM$]uu@cE@t؃$+MÐU$ÐUccɃ$%ÍvUXd]Eu EE dÈ@sCr]E d$]E= d$uuRE8d]Eu 3E% d]dM$d] ]E- dEEE@t$؃$}}ݨmm,dmEÈ@s4d- dtMʃ$}}\]mE$FMmm]uuu}̋uփ m̋]thdh{RjS9U E @M 9}8tN~/~uF]Cu]Bu]B9U |Fu]DDLDDLDDL9U }9U }uuċ]]ȋE @M 9}~~q~BuF]S‹uNV]SuN]ċ]]Ⱥu‹] uă]Bu‹] uă]B9U MċEȉE}ĉMȋu]‹u]CuV‹]KPQOuF]S‹uNPQO]CuV‹]KPQO uă E ]9U UEt u~(~$hdh{}mEuI]{$uhdh{蔢C$udžhdh{njVf ]Cps@9C ]s hdh{8Se[^_ÉULWVS}uEwxuw|u܃(~NWuu jjVuj$h eh{}Ρ,mEuLJ(GPwlU9ME@U9}~r~9CEuEuAEEuEuAEEuEuA9MEEuEuDEEuEuDEEuEuDEEuEu؃9M6EE@th u ju1 hHf/e[^_ÐUS]hhfh{螔Shfh{莔hfh{jHUVSuE )P.Ãu hf)É؍e[^ÐUVSuE )PÃu hfW)É؍e[^ÐUVSuE )@P贓Ãu hf)e[^ÉUVSuE )PzÃu hf)É؍e[^ÐUWVS]E )؍P6Eu h g4)u]U 9E+EE]U B+E9U}r~e~0uǒu h.g0M)Eu藒u h.gU)Eugu h.gM)EU 9U]߉u$u h.gM4U)uGu h.g[MI)KuɑGu h.g1UR)Su蟑G u h.gMI )K EEU 9U7Ee[^_UWVS]E )؍P:Eu hOg4)u]U 9E+EE]U B+E9U}r~e~0uːu hqg4M)Eu蛐u hqgU)Euku hqgM)EU 9U]߉u(u hqgM4U)uGu hqg_MI)Ku͏Gu hqg5UR)Su裏G u hqg MI )K EEU 9U7Ee[^_UWVS]E )؍P>Eu hg4)u]U 9E+EE]U B+E9U}r~e~0uώu hg8M)Eu蟎u hgU)Euou hgM)EU 9U]߉u,u hgM4U)uGu hgcMI)KuэGu hg9UR)Su觍G u hgMI )K EEU 9U7Ee[^_U WVS]E )؍PBEu hg)U]M 9uE+E@E]ӉB+E9U}d~W~)uڌu hgCM) Eu豌u hgM) Eu舌u hgM) EM 9M߉ލvuLu hg+M u'Fu hgO+MKuFu hggO+MKu׋F u hg?O +MK EM 9MJEe[^_ÍvUWVS} ]E)Poƃu hg)Ɖ9MUUU <UB)ȃ9}.tB~%~EU)ACEU)ACEU)AC9M|CvEU)ED)DED)DED )D 9M}e[^_ÉUEE P蕋ÍvUU EPzUU EPbUWVS}]9] M4U J)؃9~,t>}#}PKP KPK9] EPDP֊DPNJDP踊9] ~M P衊e[^_ÐUWVS}]9] M4U J)؃9~,t>}#}PQKPBKP3K9] EPDPDPDP9] ~M Pىe[^_ÐUWVSu}]9] U J)؃9~,t=}#}P萉KP聉KPrK9] DP]DPNDP?DP09] ~M Pe[^_ÐUWVS}]9] M4U J)؃9~,t>}#}PɈKP躈KP諈K9] EP蕈DP膈DPwDPh9] ~M PQe[^_ÐUU EP2UWVS} u)uFuu+uuFuuPÃu hgT)Eu9uu<uu1ҋEu9u}4tF~+~u)4UBEAu)UEAu)UEA;u)U)DU)DU)D UEu9u~؍e[^_ÐUU EPU(WVSEu j>EMA?E] 9]DEu 9uM܋]<@9E}Fti~=~GEuEuEuEMEuE] 9]qvuEuv؋MDEu؋]DEu؋uDEu؃EM 9M~D@uh h}m]܋uC]܋M 9E] 9]uuEM9M]]uMȿ9}E؋EHtO~0~]CuF M]] GuMM G9}~I]uu WM W W 9}]u]E9u&MM܋] 9MuM]ؿ9E؉HtM~-~AuF M]] GuMM G9}J]uu WM W W 9|]uMuu ى]vEE܋M 9M؃}u hBh]9]~9} PE @U 9}[~N~$uBMXZX Z XuM]44ttGM]u LLG9} ]uM\\wu؋M]uM؋ȉʋ\\ȍwu؋M]uM؋ȉʋ\\ȍwu؋M]uM؋ȉʋ\\ȃ9} IuMu]ދTΉT]MuM]D@uJDz5u 9uM]4C]9B)؃9}=tZ~4~uMȃM܋]܋uMC]܋]܋uMC]܋u 9GM܋]uDDD M܋] 9~؃EEu 9u:u ju e[^_ÐU$WVSuEEU 9U~}EEU}ƋU:J<ƉL}MUU9}U}G)ȃ9} t*~~  A A A9M|D DLDLDL9M}E@tUU}}EEE܋U 9U } }܅UUUv}MA9M |xU} G)ȃ9}%t2~~ M܃ A A9M |1v DLDLDL9M }ҋU}4UUEO}܅Te[^_UPWVS9]UBEH9}7tN~.~u FVDT} ߋTDTCu ދTDTC9]|Lv} ߋTDTDT ߉TDTDT DTDT9]}u} DE9uNu}uuvE}-v}uDu E@t G}u9~̋}9}*E}u hhu}Du&}h?j$} u}u&mEu64Eul\}u DJEE]ʋ} ]Ƀ$Ƀ$}} TmmE@_EulMU\EEu9upM@9E}t~g~7}GD \G ؋MED \ ؃ED \ ؃Eu9uʋD \ ؋AD \B ؋AD \B ؋A D \B ؃E}9}PK9]D@uu&Eu.}u} D؋u9uEEE}9}oe[^_ÍvUXWVSM M}<ω}}<}MIML9j}ȃ9]~&t0~~BɻCC9]|(DDDƒ9]}D@uًMM}TQ9]E@U9}@tX~7~}@X@M؋C}؋C9]|ZM؋C‹C‹9S׋9]}M}Eu=E@t(Ƀ$}}}vmmm9E@t(Ƀ$}}}BvmmmˋM}ɋM9}}M}M9}?}M MF9}*t<~!~ GI}ߋ} CMًM C99v}ߋ} MDLDLDL9~ʍ^9]}?}UB)؃9}1tG~(~M ^}M C}M C9]|Fv}M S S S 9]}}M EF9uy9u}}MMv}ɋM9(F9}Rtv~I~$}MI}HjZM} ߋM ,C}M ً} ,C9M} ߋM ,ڍS}?}M ы} M,эS}?}M ы} M,эS}?}M ы} M,у9^؃EEF9uً}}MȉTW؋M}σEEIMdMAA }GG EM 9M}}MM}O}ME@9~9]}?}E@U9}3tF~*~MAG }M C}M C9]|C}M S S S 9]}9]E@U9}EU $hW $( Euػ9zG9 ~RuF (,?UBEuEuvCu (,?UEuEuvCu (,?UEuEuvC9Zu (,?UEuvEuv؍Cu (,?UEuEuv؍Cu (,?UEuEuv؍Cu (,?UEuEuv؃9hEƒuvWj5hHWju=Wju2$Wju$WjWju Wjuv9MGu9~[UB (,?BufEuEu؋M (,?U$EuEu؃C (,?u$EuvEu؃C9VMM (,?UU$EuEuA (,?uFudEuEuA (,?UBUdEuEuA (,?uFudEuEu؃E 9hEE}]hh!e[^_ÐU\WVS} u]09M|gE@U9}"t.~~ FAA9M|*vDDD9M}E@t؃$`vU(E9M|~}(VE@]]9}(t3~~F^VAA9M|0ЉBXBXBX 9M}EE9ME@U9}2tD~)~]CNE]ع] E]A] E]A9M|B] E]DLE]DLE]DLE]؃9M}9M3E@U9~DG (FEuEuvع (,?EuEuA (,?EuEuA9M* (,?EuEu؍A (,?EuEu؍A (,?EuEu؍A (,?EuEu؃9M i]ٹ9ME@U9}0tB~'~NG] [ ϋ] A ϋ] A9M|B ϋ] ˍA ÍA ÍA Ã9M}u }]4Ӌ]$mUEع9ME@U9}4tI~+~] GW CS ] ϋTˉTA] ϋTˉTA9M|K] ϋTˉTDT DT DTDTDTDT9M}]0iMED@uEEe]EEEeEMEEEiD@uE$iEiEuhh}JmJ]E@t%؃$}}(ZmmvE],iUEu]]]$]E]E 4iM(E؍e[^_UVS5hu5lpl9hƍF9}Ptw~G~ CE@tBE@tBE@tB9vE@tDE@tDE@tDE@t9utW~5~uuuuFuuuuFuuuuF9u |muuuu^uuuu^uuuug^uuuuM9u }e[^_ÐUS`z=`ztЃ;u]ÍvUÐUS[çET]]%s.dumpw can't open %s Log Evidence : %f WARNING: Unable to calculate evidence with interpolation option off. Problems opening : %s %f WARNING : predictive error requested without error bars. WARNING : negative predictive variance %g %f %f %f %f %fTrain Error : %f Test Error : %f Pred Error : %f ~Z! @??hyp : rNo such file : %s %s## Length Scales for Gaussian no.%d # Polynomial coefficients for input no.%d # Theta_1 parameter(s) # Theta_2 parameter # log(noise variance) # Noise model parameters # Linear Term co-efficients # Theta_0 parameter ?WARNING - negative eigenvalues ERROR : Inexact matrix inversion ?????|=%lf{Gz?#includetarget_filegrid_filerbf_filehypouthypinLoad_known_training_noise_levels_(yes/no)yesSeed_for_random_numbers%dDimension_of_input_spaceNo._of_training_data_pointsINT_No._of_points_per_lineNumber_of_gaussians_in_cov_fnOrder_of_polynomial_for_length_scalesLinear_term_in_covariance_function_(yes/no)Periodic_covariance_function_(yes/no)WavelengthsNo._of_hidden_neurons_used_for_noise_modelPerform_Optimisation_(yes/no)OPT_dump_hyperparameters_(yes/no)OPT_Inversion_Method_(CG/LU)CGOPT_CG_Method_(TCG/DCG)DCGTCGOPT_No._of_mac_its_for_CG_inversionOPT_No._of_elements_used_for_traceOPT_No._of_mac_itsOPT_accuracy_of_CG_inversionOPT_macopt_toleranceKOPT_macopt_toleranceOPT_macopt_termination_styleKOPT_macopt_termination_styleOPT_Cinv[][]t[]_output_fileOPT_calculate_evidence_(yes/no)Optimize_length_scales_(yes/no)Optimize_theta1_(yes/no)Optimize_theta0_(yes/no)Optimize_theta2_(yes/no)Optimize_noise_model_(yes/no)Optimize_linear_term_(yes/no)Perform_Interpolation_(yes/no)INT_No._of_points_to_be_interpolatedINT_target_fileINT_grid_fileINT_output_fileINT_include_inputs_(yes/no)INT_ls_error_(yes/no)INT_Inversion_Method_(CG/LUd/LUi)LUiLUdINT_CG_Method_(TCG/DCG)INT_No._of_mac_its_for_CG_invertINT_Calculate_error_bars_(yes/no)INT_No._of_s.d._for_error_barsINT_Calculate_training_error_(yes/no)INT_Calculate_noise_level_(yes/no)INT_noise_free_predictions_(yes/no)Verbose_(0/1/2)prior_on_length_scales_(yes/no)prior_on_noise_(yes/no)prior_on_theta1_(yes/no)prior_on_theta2_(yes/no)prior_on_linear_term_(yes/no)prior_on_theta0_(yes/no)noise_prior_meandnoise_prior_sdnoise_prior_dofnoise_prior_cbjanoise_prior_cbjbtheta1_prior_meantheta1_prior_sdtheta1_prior_doftheta2_prior_meantheta2_prior_sdtheta2_prior_doflength_prior_meanlength_prior_sdlength_prior_mean2length_prior_sd2length_prior_dofspecific_length_prior_meanspecific_length_prior_sdspecific_length_prior_dofspecific_length_prior_mean2specific_length_prior_sd2linear_prior_meanlinear_prior_sdtheta0_prior_meantheta0_prior_sdlength_scale_compressioninitial_theta2initial_noise_varianceinitial_theta0maccheckgrad_(yes/no)maccheckgrad_stepPerform_k_x_Optimization_(yes/no)KOPT_objective_function_(1/2/3/4)KOPT_minimize_or_maximize_(min/max)minKOPT_No._of_mac_itsKOPT_betaKOPT_gammaKOPT_starting_pointKOPT_includeKOPT_logfileKOPT_make_log_(yes/no)-------------------------------------------------------------------------------------------------------------------------------------------------------------------------SpecificationFileTprosNoise_ModelModelFilesDataCovariance_FunctionOptimisationOptimizationInterpolationInput_OptimizationPriorsIgnored entry in %s: >%s< -tf-gf-rbf-ho-int_of-int_gf-int_tf-hi-seed-nh-ntdat-ninter-ngauss-npoly-lin-Nlin-NOperiod-wavelERROR : It is not possible to respecify wavelengths on the command line without turning on the period option within the SPECFILE. Exiting Code. -nhidden-opt-NOopt-opt_invLU-opt_CGits-opt_CGtr-opt_CGbnd-opt_ls-opt_Cinvt-opt_evid-NOopt_ls-opt_t0-NOopt_t0-opt_t1-NOopt_t1-opt_t2-NOopt_t2-opt_n-NOopt_n-opt_lin-NOopt_lin-opt_its-int-NOint-int_inv-int_CGits-int_eb-NOint_eb-int_te-NOint_te-ebsd-int_n-NOint_n-int_nf-verb-plen-NOplen-pn-NOpn-plin-NOplin-pt0-NOpt0-pt1-NOpt1-pt2-NOpt2-plm-plsd-plm2-plsd2-pldof-splm-splsd-splm2-splsd2-spldof-pnm-pnsd-pndof-pt0m-pt0sd-pt1m-pt1sd-pt1dof-pt2m-pt2sd-pt2dof-plinm-plinsd-stuff-t2-t0-nv-tol-opt_tol-kopt_tol-opt_style-kopt_style-epsilon-check-NOcheck-known_n-NOknown_n-TCG-DCG-NOdump-dump-samp-kopt-NOkopt-kopt_min-kopt_max-kopt_log-kopt_logfile-kopt_itmax-kopt_beta-kopt_gam-kopt_start-kopt_include ERROR : Unknown command line argument %s - Exit to System ERROR : Cannot have advanced noise model with CGinversion ERROR : Known training noise levels can't be optimized WARNING : suspected precision limited reached a%d %f %f # Line minimization %d, from (only adjustable params are given) %8.5g %2d %9.5g minimized value : maximized value : %11.5g # %11.5g #Optimized inputs : %11.5g %11s > fixed < WARNING: negative predictive variance %g : %f y = %g, sigma = %g; objective = %g ? Tpros {spec} [optional arguments] 6.2Version %s Optional Arguments for Tpros -tf f target file -gf f grid file -ho f hyperparameter output file -hi f hyperparameter input file -rbf r rbf for polynomial length scales -seed s seed -nh x dimension of input space -ntdat x number of data points -ninter x number of interpolation points -ngauss x number of gaussian terms in cov fn -npoly x number of polynomials for length scales -lin linear term in covariance function -NOperiod do not use periodic covariance function -wavel l wavelengths for periodic function -nhidden x number of hidden neurons for noise model -opt optimise hyperparameters -opt_its x no. of iterations for OPT -opt_inv x inversion method for OPT -opt_CGits x no. of its for CG inversion for OPT -opt_CGtr x no. of elements for trace -opt_CGbnd x accuracy of CG convergence -opt_Cinvt x output file for Cinvt calculation -opt_evid calculate evidence -opt_ls optimise length scales -opt_t0 optimise theta0 -opt_t1 optimise theta1 -opt_t2 optimise theta2 -opt_n optimise noise model -opt_lin optimise linear term -opt_style 0/1 optimization termination rule, 0=gradient, 1=step size -int do interpolation -int_tf f interpolation target file -int_gf f interpolation grid file -int_of f interpolation output file -int_inv m inversion method for INT -int_CGits x no. of its for CG inversion for INT -int_eb calculate error bars -int_te calculate training error -ebsd specify no. of s.d. for error bars -int_n calculate noise level -int_nf make `noise-free' predictions -verb x verbosity of output -plen prior on the length scales -pn prior on the noise -plin prior on the linear term -pt0 prior on theta0 -pt1 prior on theta1 -pt2 prior on theta2 -plm x mean of Gamma priors on length scales -plsd x s.d. of Gamma/Gaussian priors on length scales -pldof x dof of Gamma priors on length scales -plm2 x mean2 of Gamma priors on length scales -plsd2 x s.d.2 of Gamma/Gaussian priors on length scales -splm x specific mean of Gamma priors on length scales -splsd x specific s.d. of Gamma/Gaussian priors on length scales -spldof x specific dof of Gamma priors on length scales -splm2 x specific mean2 of Gamma priors on length scales -splsd2 x specific s.d.2 of Gamma/Gaussian priors on length scales -pnm x mean of inverse Gamma prior on noise -pnsd x s.d. of Inverse Gamma/Gaussian prior on noise -pndof x dof of Inverse Gamma prior on noise -pt0m x mean of Gaussian prior on theta0 -pt0sd x s.d. of Gaussian prior on theta0 -pt1m x mean of inverse Gamma prior on theta1 -pt1sd x s.d. of inverse Gamma prior on theta1 -pt1dof x dof of inverse Gamma prior on theta1 -pt2m x mean of inverse Gamma prior on theta2 -pt2sd x s.d. of inverse Gamma prior on theta2 -pt2dof x dof of inverse Gamma prior on theta2 -plinm x mean of Gaussian prior on linear -plinsd x s.d. of Gaussian prior on linear -t2 x initial value of theta2 -t0 x initial value of theta0 -nv x initial noise variance -check do maccheckgrad before and after macopt -tol x macopt tolerance -opt_tol x macopt tolerance (hyperparameter optimization only) -epsilon x maccheckgrad step -stuff x rescaling for length scale initialisation -known_n load in known training noise levels from target file -TCG use tridiagonal-CG inversion method (default) -DCG use double-CG inversion method -dump dump hyperparameters to file every iteration -kopt type perform k_x optimization -kopt_max perform k_x maximization -kopt_min perform k_x minimization -kopt_its x no. of its for k_x optimization -kopt_style 0/1 k_x optimization termination rule, 0=gradient, 1=step size -kopt_tol x macopt tolerance -kopt_beta x beta -kopt_gam x gamma -kopt_start x x x input coordinates for start of search -kopt_include x x which inputs to include in optimization (0/1) -kopt_log keep log in file -kopt_logfile f log file for search Tpros : GP training program =========================== (c)1996,1997 M N Gibbs and D J C MacKay Version %s specfile : %s datafile : %s gridfile : %s hypoutfile : %s outfile : %s hypinfile : %s Parameter values SEED : %d no. of initial data points : %d no. of dimensions in input space : %d no. of gaussians in cov fn : %d order of polynomials for l.s. : %d Wavelengths for periodic fn : igridfile : %s Method used for inversion (INT) : CG no. of its for CG_invert (INT) : %d LUi LUd no. of interpolation points : %d no. of s.d. for error bars : %d Calculate Error Bars : yes no Calculate noise : Method used for inversion (OPT) : no. of elements for trace (OPT) : %d no. of its for CG_invert (OPT) : %d no. of iterations (OPT) : %d Optimize sig_k : Optimize theta : Optimize theta2 : Optimize noise model : Optimize linear term : Optimize variable mean : no. of hidden neurons noise : %d @Problems reading from %s WARNING : Non-varying input (%d) WARNING : Interpolation grid overflow (%d points lie outside range of training set) Rescaling has been performed Rescaling has not been performed Lengthscales centrerange%9s %9s %9.4g %9.4g %d |=@_c97ݚ|=?{Gz? ERROR - default prior not available for polynomial length scales Length scale prior (%d,%d)(mean,sd) : %-6.2g %-6.2g Length scale offset prior (%d,%d)(mean2,sd2) : %-6.2g %-6.2g Length scale prior (mean,sd) option discontinued Length scale prior (%d,%d)(mean,strength) : %-6.2g %-6.2g a=%-6.2g, b=%-6.2g ERROR - default prior not available for polynomial noise model Noise level prior (mean,sd) option discontinued Noise level prior (CBJ) option discontinued Noise level prior (mean,strength) : %-6.2g %-6.2g a=%-6.2g, b=%-6.2g Theta1 prior (mean,sd) option not available Theta1 prior (mean,strength) : %-6.2g %-6.2g a=%-6.2g, b=%-6.2g Theta2 prior (mean,sd) option not available Theta2 prior (mean,strength) : %-6.2g %-6.2g a=%-6.2g, b=%-6.2g Linear term prior (mean,sd) : %-6.2g %-6.2g Variable Mean prior (mean,sd) : %-6.2g %-6.2g @rrandfileCan't open file of random numbers (%s) - please add a symbolic link to your current directory Error reading file of random numbers (%s) A?APERT!@?PERT! @h㈵>?rZ| ?@??P@KH9?mac_it %d of %d : gg = %6.3g tol = %6.3g: (step %9.5g)Restarting macopt new line search has inner prod %9.4g Setting rich to 1; Restarting macopt (2) Reached iteration limit (%d) in macopt; continuing. inner product at 0 = %9.4g Note : maclinmin step truncated s = %6.3g: t = %6.3g; x = %6.3g y = %6.3g Warning! maclinmin overran- inner product at 0 = %9.4g setting rich to 1 Testing gradient evaluation (epsilon = %9.5g) analytic 1st_diffs difference %2d %12.5g %12.5g %12.5g -------- --------- Numerical Recipes run-time error... %s ...now exiting to system... allocation failure in vector()allocation failure in ivector()allocation failure in dvector()allocation failure 1 in matrix()allocation failure 2 in matrix()allocation failure 1 in dmatrix()allocation failure 2 in dmatrix()allocation failure 1 in imatrix()allocation failure 2 in imatrix()allocation failure in submatrix()allocation failure in convert_matrix()Singular matrix in routine ludcmpLUDCMP has impossible value of imax. Conjecture that matrix a is InfiniteToo many iterations in tqliMAXITS exceeded in newtư>Y@-C6??ư>Hz>Roundoff problem in lnsrch.Hz>-C6?@???Error 1 in TRIDIAGError 2 in TRIDIAG????????z‡҇"2BRbrˆ҈"2Bu P 40 o pzpP !*dd<.PbHf,Gc*,-./0%122=3I4T5a:=>?@BET WY&0:HV e!t4$S>t?WGH)0*C{ 3 f  % ^ 9 y 1 ,E t       A Z h t            1 D ^ o }          ( 2 B Q _ i s       & b3 c? eL$jUi]i jDjjDkjDvjDwjDxjD{$jD1jD?jDBjDPjDajDrjDjDjDjDjDjDjDjDjDjDjD jDjD4jD>jDGjD[jDmjDjDjDjDjDjDjDjDjDjDjDjD$jD0jD6jD>jDFjDNjD[jD]jDfjDkjDwjDjDjDjDjDjDjDjDjDjDjDhjDtjDyjDjDjDjDjDjDjDjDjDjDjDjDjD jDIjDUjDZjDljDmjDjDjDjDjDjDjDjDjD jDjD!jD.jDjDjDjDjDjDjDjDjDjDjDjD jD jDjD&jD=jDOjDtjDjDjDjDjDjDjDjDBjDNjDSjDejDfjDxjDjDjDjDjDjDjDjDjDjDjDjDjD.jD`jDjDjDjDjDjDjDjD jD$ jDD jD^ jDf jD jD jD jD  jD  jD  jD jD jD jD jD jD jD' jD1 jD: jDH jDV jD!d jD"s jD# jD" jD# jD" jD# jD" jD# jD#> jD#[ jD#x jD" jD& jD' jD( jD' jD( jD'. jD(/ jD'M jD(X jD(v jD( jD( jD' jD* jD, jD. jD2 jD5+ jD6H jD7e jD8 jD7 jD8 jD7 jD8 jD7 jD8 jD8 jD8 jD8jD7jD:jD= jD>`jD=ljD>qjD=}jD>~jD=jD>jD>jD>jD>jD=jDDjDH jDIjDJ&jDK)jDM6jDNNjDOtjDQjDRjDQjDTjDVjDWjDXJjDWhjDXrjDWjDXjDWjDXjDWjDXjDWjDX jDW8jDX;jDWSjDZbjD]fjD^tjD_jD`jD_jD`jD_jD`jD_jD`jD` jD`jD`(jD_6jDbAjDdHjDeQjDfbjDgjDfjDgjDfjDgjDfjDgjDgjDgjDgjDfjDkjDl*jDm?jDnDjDoYjDpgjDrjjDs{jDwjDxjDyjDzjD{jD|jD}DjDGjDPjDbjDnjDqjDjDjDjDjDjDjD jDjD(jDSjDxjDjDjDjDjDjDjD jDjD*jDWjDjDjDjDjDjDjDjDjDjDjDjDjD.jD1jD?k@is@i|@k@k@kkl\lmnooooopqqqrjj? $ jDjD jD jDjD7jDLjD[jDpjDjDjDjDjDjDjDjDEjDpjDjDjDjDjDjDjDjDjD,jDEjDWjDcjDijDujDjDjDjDjDjDjD jDjDjD)jD:jDSjD`jDyjDjDjDjDjDjDjDjDjD/jDPjDWjDdjDrjDjDjDjDjDDjDNjDZjDfjD{jD jD jD jD jD%jD +jD7jD@jDWjDxjDjDjDjDjD)jD@jD\jDljDqjDjDjDjDjDjDjDjDjDjD"jD(jD+jD=jDWjD]jD`jDrjDjDjDjDjDjDjDjD!jD"jD# jD'7 jD)B jD+N jD,e jD-t jD.{ jD/ jD1 jD2 jD4 jD8 jD: jD; jD< jD= jD> jD< jD@% jDAR jDB jDA jDB jDA jDB jDA jDB jDA jDB jDA jDB jDA jDB jDA jD: jDH0 jDI9 jDKk jDMn jDO jDP jDR jDT jDV jDW jDX |@\X@ )@ 3T8h@`j j I$\VZ\Z jD\jD] jDa jDbjDd(jDg0jDh<jDiLjDhRjDm^jDncjDskjDtjDsjDtjDsjDtjDsjDtjDsjDtjDsjDtjDs(jDt+jDs4jDw<jDyTjDzVjD{jDzjD{jDzjD{jDzjD{jD{jD{jD{jDzjD}jDjDjDjD%jD/jD4jDDjDSjDfjDi|@]d@^ @^ l_u@_j ji$V \jDjD jD jDjD)jD9jDAjDMjD\jDbjDnjDjDjDjDjDjDjDjD jDjDjDjD$jD'jD0jD8jDEjDOjDjDjDjDjDjDjDjDjDjD#jD(jD<jDMjD[jDljDjDjDjDjDjDjDjD jD#jD<jDUjDnjDvjDjDjDjDjDjD jDjDjD jD0jD<jDLjDXjDdjDpjDwjD|jDjDjDjDjDjDjDjDjD jDjDjD)jD5jDAjDIjDZjD\jDnjDjDjDjDjDjDjDjDjD jD-jDTjDajDjDjDjDjDjDjDjDjDjD jDjD&jD<jDijDyjD~jDjDjDjDjDjDjDjDjDjDjDjD jD! jD"-jD#UjD"ijD#njD"jD#jD"jD#jD#jD#jD#jD"jD jD& jD'0 jD(= jD)e jD(y jD)~ jD( jD) jD( jD) jD) jD) jD) jD( jD& jD, jD-@ jD.M jD/u jD. jD/ jD. jD/ jD. jD/ jD/ jD/ jD/ jD. jD, jD2( jD3U jD2c jD3h jD2v jD3w jD2 jD3 jD3 jD3 jD3 jD2 jD8 jD9 jD: jD;& jD:4 jD;9 jD:G jD;H jD:V jD;\ jD:j jD;m jD:x jD;{ jD: jD; jD: jD9 jD? jD jDF jDG jDH jDI |@@@@ @ lj j $LKjDLjDMjDQjDR jDT@jDUjDVjDWjDXjDYjDZtjDjDjDjDZjDTjD`!jDa(jD`CjDd^jDei@K|@MN8O4jjjjjjjji$ihjDijDj jDn jDojDq8jDrDjDsTjDtljDujDvjDwjDujDsjDqjD|jD}jD~ jDjD}:jDJjDWjDjDjDjDjDjDjDjDjD jDAjD\jDmjD{jDjDjDjDjDjDjD$jD?jDPjD]jDjD@hj@j@j@klj j!$jDjD jD jDjD$jD7jDFjDOjDTjDljDjDjDjDjDjDjDjDjDjDjDBjDrjDujDjDjDjDjDjDjDjD$jD8jDIjDXjDijDvjDjDjDjDjDjD$jD8jDSjDjDjDjDjD1jDgjDtjDjDjDjDjDXjDdjDjD@@)@1@ ;@ j jE$XVW jDjD jD jDjDjD(jD@jDTjDqjDsjDjDjDjDjD jD jDjD jD!jD'jD3jDFjDjDjDjDjDjDjDjD jD jD"IjD$PjD%hjD&jD'jD(jD)jD*jD+jD,jD-jD. jD/jD0>jD1DjD2NjD3]jD4jD5jD6jD7jD8jD90jD:8jD>_jD?djD@ijDGjDjDjDLjDNjDOjDQjDT1jDU3jDWAjDYYjD[ljD\jD^jD_jD`jDYjDejDgjDkjDl)jDm<jDnjDojDpjDqjDrjDsjDtjDujDv jDxAjDzHjD{`jD|zjD}jD~jDjDjDjDjDjDjDjD6jD<jDFjDUjDjDjDjDjDjD( jD0 jDW jD\ jDa jD jDO jDN jD jD jD jD jD) jD+ jD9 jDQ jDd jD~ jD jD jD jD jD jD jD jD= jDw jD jD jD jD jD jD jD1 jD7 jDC jDV jD jD jD jD jD jD jD jD jD% jD\ jDd jD| jD jD jD jD jDjDjD+jD0jD9jDGjDnjDtjD~jDjDjDjDjDjD$jD`jDhjDjDjDjDjDjDjD \@)@1@ ;@a@ku}j j $ l jD jD  jD jD,jDVjDljDqjDjDjDjDjDjDjDjDjDjD"jD:jDNjDjDjDjDjDjDjDjDAjDdjDpjDjDjDjDjD jDjD3jD]jDcjDjDjDjD jD!jD"jD#jD$jD jD' |@ @ j j$+4)) ))jD+jD, jD1 jD2,jD3VjD2ljD3qjD2jD3jD2jD3jD3jD3jD3jD2jD1jD9(jD;@jD<TjD=jD>jD<jD=jD>jD< jD= jD>1jD<GjD=TjD>xjD<jD=jD>jD<jD=jD>jD<jD= jD>,jD<BjD@QjDDjjDEjDDjDEjDDjDEjDDjDEjDEjDEjDEjDD jDJ(jDL?,|@-@-j j?$O|NN NNNjDOjDPjD^jD_CjD^OjD_TjD^bjD_cjD^qjD_xjD_jD_jD_jD^jDbjDcjDdjDejDfjDgjDhjDijDbjDl@N@N|@PP@P@P@Q jj$oTnn nnnjDojDpjD~jDCjD~OjDTjD~bjDcjD~qjDxjDjDjDjD~jDjDjDjDjDjDjDjD@n@n|@pp@p@q jj$$V) /jDjD jD jDjDRjDcjDqjDvjDjDjDjDjDjDjDjDjDjDjDjD jDjD'jD*jD9jDHjDSjDYjDijDyjDjDjDjDjD jDjD'jD9jD=jDOjDajD|jDjDjDjDjDjDjDjDjDjD2jDKjDgjD|jDjDjDjDjDjDjD jDjDjD3jD@jDLjDijD|jDjDjDjDjDjDjDjDjDjD$jDUjDjDjDjDjDjDjDjD(jDJjDljDjDjDjDjDjD2jD7jDXjDYjDzjDjDjDjDjDjDjD7jDAjDjDjDjDjDjDjDjD jD jD? jDB jDq jDt jD jD jD jD jD jD jD jD jD jD$ jD1 jD9 jDA jDI jDP jDj jD jD jD jD jD jD1 jD2 jDR jD\ jD| jD jD jD jD jD jDjDjDXjDmjDzjDjDjDjDjDjDjD$jDEjDhjDjDjDjDjDjDjD)jD4jDEjDJjDUjDfjDgjDrjDjDjDjDjDjDjDjDjDjDjDjDjDjDjD jDjDjD`jDsjDjDjDjD jDjD1jDUjDVjDwjDjDjDjDjDjDjDGjDPjDwjDjDjDjDjDjD+jD-jD/jD1jDjDjDjDjDjDjDjDjDjDjDjDjDjDjD&jD.jD1jD<jDOjDWjDZjDejDxjDjDjDjDjDjDjDjDjDVjDqjDjDjDjDjDjD jD)jD\jD~jDjDjDjDjDjDjDHjDKjDojDjDjDjDjD jDjDjD jD*jD-jD <jD LjD \jDljDjDjDjDjDjDjDjDjDjDjDjDjDjDjD(jD0jD:jDBjDJjDRjD!YjD"jD!jD"jD!jD"jD!jD"jD"jD"jD"jD!)jD%4jD'HjD)RjD*TjD+jD,jD*jD+jD,jD*jD+jD,jD*'jD+4jD,WjD*jjD+mjD,jD*jD+jD,jD*jD+jD,jD*jD.'jD0ejD1yjD2jD3jD4jD3 jD4! jD3E jD4F jD3j jD4x jD4 jD4 jD4 jD3!jD1!jD::!jD<D!jD=c!jD?#jD@#jDA$jDB$jDCJ$jDBp$jDCu$jDB$jDC$jDB$jDC$jDC$jDC%jDC<%jDBb%jD@q%jDI%jDJ%jDK%jDL&jDJ&jDK&jDL9&jDJH&jDKI&jDLh&jDJw&jDK&jDL&jDJ&jDK&jDL&jDJ&jDK&jDL'jDJ$'jDK''jDLO'jDJ]'jDNl'jDP'jDQ'jDR'jDP(jDQ(jDR%(jDPA(jDQB(jDR`(jDP|(jDQ(jDR(jDP(jDQ(jDR(jDP)jDQ)jDRB)jDP^)jDQa)jDR)jDP)jDT)jDU)jDV)jDU*jDV *jDU*jDV*jDU'*jDV,*jDV9*jDVA*jDVI*jDUQ*jDXX*jD^*jD`*jDa*jDb*jDd*jDf+jDg2+jDjE+jDlO+jDm+jDn+jDp+jDr,jDs,jDy&,jDz,,jD|@,jD}F,jD[,jD,jD,jD,jD,jD,jD,jD,jD,jD-jD-jD*-jD7-jDD-jDL-jDR-jDr-jDx-jD-jD-jD-jD-jD.jD .jD.jD.jD1.jD8.jDJ.jDZ.jDg.jDt.jD|.jD.jD.jD.jD.jD.jD.jD.jD%.jD.jD.jD/jDT/jDg/jD/jD/jD/jD/jD/jD 0jD0jD=0jD@0jDe0jDh0jD0jD0jD0jD0jD0jD0jD0jD1jD1|@@8@)@ 1@l<EOY@j j1`$HVk )r}jDjDjDjDjD!jDMjDTjDYjD`jDajDhjDpjDwjDjDjDjDjD@@@|@@ jj$ V) jDjD jD jDjD)jD+jDTjDajDjDjDjDjDjDjDjDjDjD jDjD&jD<jDijDwjD|jDjDjDjDjDjDjDjDjDjDjD jDBjDOjDTjDajDbjDojDxjDjDjDjDjDjDjDjDjDjD|@@@@ <j j$V) jDjDjDjDjD:jDBjDGjDOjDPjDXjD`jDhjDrjD|jDjDjDjD jD jD jD jD jD jD jD jD jD jD *jD 6jD>jD OjD WjD YjD Y@@|@@d@ @@ jjY$ dV ) jD jD jD jD jD ,jD `jD jjD ojD yjD zjD jD jD jD jD jD jD jD jD @ |@ @ @ j j$ @ jD jD jD jD jD >jD! @jD$ SjD% S@ @ jjS$( V' jD( jD) jD- jD. jD0 jD1 jD2 ,jD3 @jD4 \jD6 ejD7 pjD8 jD9 jD; jD< jD9 ,jD> CjD? YjD@ jD3 jD2 jDD jDF jDG jDH jDI jDH .jDL =jDN FjDO OjDP XjDQ jDR jDT jDU jDW jDX jDY jD[ jD\ jD] jD\ KjD[ _jD` hjDa pjD` jDe jDg jDh jDi jDj jDi jDl )jDo 2jDp ;jDq DjDv |jDw ||@) @) ) * * @+ j j|$z !y Vy jDz jD{ jD~ jD jD jD jD jD jD jD jD $jD ^jD qjD jD jD jD jD jD jD jD $jD :jD CjD LjD \jD jD jD jD jD jD jD jD jD jD jD jD RjD `jD |jD jD jD jD jD jD jD jD "jD /jD <jD wjD jD jD jD jD jD jD jD jD jD jD %jD .jD 7jD :jD CjD b|@{ @{ @{ | | j jb$ &V jD jD jD jD jD .jD BjD PjD ijD ojD vjD jD jD jD jD jD jD jD jD jD jD jD jD !jD &jD 7jD :jD HjD \jD l|@ jjl $ 'V jD jD jD jD jD .jD BjD PjD ojD rjD jD jD jD jD jD jD jD jD jD jD &|@ jj&.$ ,)jD jD jD jD jD <jD DjD! XjD qjD jD$ jD& jD' jD& jD9 |@ @ ;@ j jC$< ); jD< jD= jD@ jDB jDC jDD $jDC bjDG njD@ jDJ jDL @; |@= @= @> j jO$O *[N `N WN jDO jDP jDT jDU jDV @jDW GjDU RjD\ WjD] b@N e@P @Q @R j jbj$` +jD` jDa jDh jDi jDj jDk (jDl HjDj ]jDi kjDo tjDp |jDq jDo jDu jDv jDu jDy |@a @a @b jjv$| ,{ jD| jD} jD jD LjD YjD pjD jD jD jD jD jD jD jD jD MjD ^jD |} @} ~ j j|$ -  jD jD jD jD jD @jD cjD yjD jD jD jD jD jD jD 8jD OjD YjD ^jD djD {jD jD jD jD jD jD jD jD jD jD HjD pjD jD jD jD jD jD jD jD jD jD -jD YjD cjD hjD jD jD jD jD jD jD jD jD $jD -jD EjD cjD hjD jD jD jD jD jD jD jD jD jD !jD +jD 0jD GjD ]jD jD jD jD jD jD jD jD jD jD -jD UjD _jD zjD jD jD jD jD jD jD 14jD1jD4jDF4jD FjD LjD TjD kjD 5jDjDjD5jD jD jD jD jD U5jDjDjDj5jD jD jD jD jD !5jD!jD$jD85jD 8jD =jD DjD [jD q5jDqjDtjD 6jD jD jD jD jD jD jD! jD" jD#  jD$ 7 jD% < jD& S jD' i jD( jD) jD* jD+ jD,  jD- jD. # jD/ 9 jD0 o jD1 t jD2 jD3 jD4 jD5 jD6 jD7 jD8 ? jD9 D jD: [ jD; q jD< jD@ jDA jDB jDC  jDE  jDF  jDG < jDH d jDI { jDJ jDK jDL jDM jDN jDO  jDP  jDQ A jDR K jDS P jDU Z jDV ` jDW w jDX jDY jD[ jD\ jD] jD^ jD_ !jDa +jDb BjDc LjDe VjDf qjDg {jDi jDj jDk jDl jDm jDo jDp jDr jDs jDt @jDu WjDv mjDw jDy jDz jD{ jD| jD} jD~ )jD 3jD 8jD OjD ejD jD jD jD jD jD jD jD 5>jD5jD8jDL>jD LjD QjD XjD sjD jD jD jD jD jD jD jD 7jD :jD @jD WjD mjD jD jD jD jD jD jD jD jD 'jD =jD ijD sjD xjD jD jD jD jD jD jD jD 9jD CjD HjD _jD ujD !BjDjDjD3BjD jD jD jD jD jD jD %jD ,BjD,jD,jD>BjD >jD DjD LjD gjD }jD jD jD @CjDjDjDRCjD jD jD jD jD jD &CjD&jD)jD;CjD ;jD AjD KjD PjD pjD  DjDjDjDDjD jD jD jD jD jD jD DjDjDjDDjD jD jD $jD ;jD QjD yjD jD EjDjDjD*EjD jD jD jD jD jD jD !jD $EjD$jD$jD6EjD 6jD <jD SjD XjD ojD jD 1FjDjDjDCFjD jD jD jD jD jD !jD 5jD <FjD<jD<jDNFjD NjD TjD \jD wjD jD jD jD PGjDjDjDbGjD jD jD jD jD (jD DjD ZjD ljD jD jD jD @HjDjDjDRHjD jD jD jD jD jD! 0jD" LjD# bjD$ tjD% jD& jD' jD( HIjDjDjDZIjD( jD# jD! jD, jD- jD. 8jD/ TjD0 jjD1 |jD2 jD3 jD4 jD5 PJjDjDjDbJjD5 jD0 jD. jD9 jD: jD; @jD< \jD= rjD> jD? jD@ jDA jDB XKjDjDjDjKjDB jD= jD; jDF jDG jDH HjDI XjDJ njDK jDL jDM jDN jDO TLjDjDjDfLjDO jDJ jDH jDT jDU jDV DjDW ZLjDZjD]jDqLjDX wjDY jDZ jD[ jD\ jD] jD^ MjDjDjD MjD^  jDX  jDa , jDb 4 jDc \ jDd r MjDr jDu jD NjDe jDf jDg jDh jDi jDj !jDk !NjD!jD!jD&!NjDk &!jDe 7!jDn D!jDo L!jDp t!jDq !OjD!jD!jD!+OjDr !jDs !jDt !jDu !jDv "jDw *"jDx ,"OjD,"jD,"jD>"OjDx >"jDr O"jD{ \"jD| s"jD} x"jD~ "jD ":PjD"jD"jD"WPjD "jD "jD "jD "#jD ?#jD V#jD X#PjDX#jDX#jDj#PjD j#jD {#jD #jD #jD #jD #RQjD#jD#jD#oQjD #jD #jD $jD :$jD W$jD n$jD p$QjDp$jDp$jD$RjD $jD $jD $jD $jD $jD $jD $RjD$jD$jD%RjD %jD %jD %jD 3%jD I%jD q%jD %jD %SjD%jD%jD%"SjD %jD %jD %jD %jD %jD &SjD&jD&jD&SjD &jD &jD &jD 7&jD M&jD u&jD &jD &TjD&jD&jD&&TjD &jD &jD &jD &jD &aTjD&jD&jD&vTjD &jD &jD 'jD 'jD -'TjD-'jD0'jDB'TjD B'jD H'jD P'jD g'jD }'UjD}'jD'jD'UjD 'jD 'jD 'jD 'jD 'QUjD'jD'jD'fUjD 'jD 'jD 'jD (jD (jD I(jD S(jD X(jD o(jD ( VjD(jD(jD(VjD (jD (jD (jD (jD (jD )jD )jD )jD .)jD m)jD {)jD )jD )jD )jD )jD )jD )jD )jD )jD *jD *jD *jD -*jD l*jD s*jD }*jD *jD *jD *jD *jD *jD *jD *jD *jD *jD *jD *jD +jD %+XjD%+jD%+jD9+XjD 9+jD >+jD D+jD [+jD q+jD +jD +jD +jD +jD +jD +iYjD+jD+jD+YjD +jD ,jD ,jD ,jD 5,YjD5,jD8,jDJ,YjD J,jD P,jD X,jD o,jD , ZjD,jD,jD,ZjD ,jD ,jD ,jD ,jD ,jD ,ZjD,jD,jD-ZjD -jD -jD 2-jD 8-jD O-jD l-jD -jD -[jD-jD-jD-([jD -jD -jD -jD -jD .jD .jD -.jD Y.jD c.jD h.jD, i0jD- |0jD/ 0jD1 0jD3 0 ,@ @  8 ( 0j j1j4j4jFjFjFjjjjjjjjjjjjj!j$j$j8j8j8jqjtjtjjjj5j8j8jLjLjLjjjjjjj,j,j,j>j>j>jjjjjjj&j)j)j;j;j;jjjjjjjjjjjjjjjjjjj$j$j$j6j6j6jjjjjjj<j<j<jNjNjNjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjZj]j]jqjwjwjjjj j j jr ju ju j j j j!j!j!j&!j&!j&!j!j!j!j!j!j!j,"j,"j,"j>"j>"j>"j"j"j"j"j"j"jX#jX#jX#jj#jj#jj#j#j#j#j#j#j#jp$jp$jp$j$j$j$j$j$j$j%j%j%j%j%j%j%j%j%j&j&j&j&j&j&j&j&j&j&j&j&j&j&j&j&j&j&j-'j0'j0'jB'jB'jB'j}'j'j'j'j'j'j'j'j'j'j'j'j(j(j(j(j(j(j%+j%+j%+j9+j9+j9+j+j+j+j+j+j+j5,j8,j8,jJ,jJ,jJ,j,j,j,j,j,j,j,j,j,j-j-j-j-j-j-j-j-j-j0$6 ^U5 5 5 jD6 jD7 jD; jD? jD@ 4jDB EjDC LjDD hjDF yjDG jDH jDJ jDK jDL jDM jDO jDP jDQ jDS jDT $jDU @jDW QjDX XjDY tjDZ jD\ jD] jD^ jD_ jDa jDe jDf `jDjDjD1`jDf jDg jDh jDi jDj <\`jD<jD<jDQq`jDj QjDl VjDm XjDn t`jDtjDtjD`jDn jDp jDq jDr `jDjDjD`jDr jDt jDx jDy ajDjDjDajDy jD{ jD| jD} $DajD$jD$jD9YajD} 9jD~ >jD QjD XjD tjD ~jD jD jD jD jD jD jD jD jD jD :bjDjDjD,LbjD ,jD 7jD CjD LjD YjD cjD ljD bjDjDjDbjD jD jD jD jD jD jD jD jD jD jD @jD kjD pjD cjDjDjDcjD jD jD jD cjDjDjDcjD jD jD jD $djDjDjD7djD jD jD $jD @jD JjD PjD ljD vjD jD jD jD jD jD jD jD jD jD jD jD ,jD 6jD <jD XjD bjD hjD jD jD jD jD jD jD jD jD jD jD jD jD 4jD >jD DjD `jD jjD pjD jD jD jD fjDjDjDfjD jD jD jD jD jD  jD jD * jD 0 jD P jD t jD jD jD jD jD jD jD jD hjD jD jD 1hjD  jD  jD jD8 jDB jDH jDd jDn jDt jD jD jD  jD  jD  jD  jD  ijD jD jD ijD  jD jD jD$ jD. jD4 jDP jDZ jD` jD| jD jD jD ijD jD jD ijD jD jD# jD$ jD% jD& jD'" jD(, jD)H jD*R jD+X jD,t jD-~ jD. jD/ jD0 jD1 jD2 jD3 jD4 jD5 jD6 jD7 jD8$ jD9. jD:4 jD;P jD<Z jD=` jD>| jD? jD@ jDA jDB jDC jDD jDE jDF jDGjDH jDIjDJ=jDKTjDLujDMjDLjDMjDLjDMjDLjDMjDM jDM jDM3jDLFjDOMjDPPjDQ`mjD`jD`jDvmjDQvjDPjDTjDJjDVjDWjDXjDYjDZ jD[CjDZWjD[\jDZqjD[rjDZjD[jD[jD[jD[jDZjD]jD^jD_ojDjDjD.ojD_jD^jDb%jDX(jDd:jDe@jDfmjDgjDhjDijDhjDijDh jDi jDhjDi(jDi=jDiPjDicjDhvjDk}jDljDmpjDjDjDpjDmjDljDpjDfjDrjDsjDtjDujDv=jDwsjDvjDwjDvjDwjDvjDwjDwjDwjDwjDvjDyjDzjD{(HrjD(jD(jD>^rjD{>jDzLjD~UjDtXjDjjDpjDjDjDjDjDjDjD1jD2jDGjDPjDejDxjDjDjDjDjDsjDjDjDsjDjDjDjDjDjDjD-MtjD-jD-jDBdtjDDjD\jDjDjDtjDjDjDtjDjDjDjDjD!ujDjDjD8ujDjD0jDUjDojDtujDtjDtjDujDjDjDjDjDujDjDjD vjDjDjD)jDCjDHhvjDHjDHjDZzvjDZjDhjDvjD|jDvjDjDjDvjDjDjDjDjD8wjDjDjD*JwjD*jD8jDFjDUjD\jDwjDjDjDwjDjDjDjDjDxjDjDjD *xjD jDjD&jD5jDLjDTjDpjDxjDjDjDxjDjDjDjDjDyjDjDjD2yjDjDjD jD<jDlyjDljDljDyjDjDjDjDjDjDjDyjDjDjDzjDjDjDjDjDPpzjDPjDPjDfzjDfjDljDtjDjDzjDjDjDzjDjDjDjDjD<{jDjDjD2R{jD2jD8jD@jD\jD{jDjDjD{jDjDjDjDjDjDjD|jDjDjD4|jDjDjD jD<jDp|jDpjDpjD|jDjDjDjDjD}jDjDjD}jDjDjDjDjDjD8jDRr}jDRjDRjDh}jDhjDnjDtjDjD }jDjDjD}jD jD jDjD $~jD jD jD 7~jD jD jD$ jD@ `~jD@ jD@ jDS s~jDS jDY jD` jD| ~jD| jD| jD ~jD jD jD jD ~jD jD jD ~jD jD jD jD   jD jD jD jD  jD!!jD" !jD#!jD$!jD%0!PjD0!jD0!jDC!cjD%C!jD'I!jD(P!jD)l!jDl!jDl!jD!jD)!jD+!jD,!jD-!jD!jD!jD!jD-!jD/!jD0!jD1!jD!jD!jD!jD1!jD3!jD4"jD5 "@jD "jD "jD3"SjD53"jD79"jD8@"jD9\"jD:f"jD;l"jD<"jD="jD>"jD?"jD@"jDA"jDB"jDC"jDD"jDE #jDF#jDG#jDH8#jDIB#jDJH#jDKd#jDLn#jDMt#jDN#jDO#jDP#jDQ#jDR#jDS#jDU#jDV#jDW $jDXA$jDWO$jDXV$jDWh$jDXl$jDW~$jDX$jDX$jDX$jDX$jDW$jD[$jD\$jD]$jD^%%jD],%jD^3%jD]=%jD^A%jD]K%jD^T%jD^^%jD^f%jD^n%jD]v%jDa%jD%jD%jD%jDa%jDc%jDd%jDe%jDf%jDg%jDh%jDi%jDj%jDk&jDl"&jDm(&jDnD&jDoN&jDpT&jDqp&jDrz&jDs&jDt&jDu&jDv&؄jD&jD&jD&jDv&jDx&jDy&jDz&jD&jD&jD''jDz'jD| 'jD}'jD~0'PjD0'jD0'jDC'cjD~C'jDI'jDP'jDl'jD'jD'ƅjD'jD'jD'؅jD'jD'jD'jD'jD'jD(jD (FjD&(jD&(jD<(\jD<(jDG(jDS(jD\(jD`(jDs(jD; |(jD(7 7 @7 j jjjjjjj<j<j<jQjQjQjtjtjtjjjjjjjjjjjjjjjj$j$j$j9j9j9jjjj,j,j,jjjjjjjjjjjjjjjjjjjjjjjjjjjjjjj j j j j j j j j j j j j j j j j j j`j`j`jvjvjvjjjjjjjjjjjjj(j(j(j>j>j>jjjjjjj-j-j-jBjDjDjjjjjjjjjjjjjtjtjtjjjjjjjjjjHjHjHjZjZjZjjjjjjjjjj*j*j*jjjjjjjjjj j j jjjjjjjjjjjjjljljljjjjjjjjjjPjPjPjfjfjfjjjjjjjjjj2j2j2jjjjjjjjjjjjjpjpjpjjjjjjjjjjRjRjRjhjhjhjjjjjjj j j j j j j@ j@ j@ jS jS jS j| j| j| j j j j j j j j j j j j j j j j0!j0!j0!jC!jC!jC!jl!jl!jl!j!j!j!j!j!j!j!j!j!j!j!j!j!j!j!j "j "j "j3"j3"j3"j%j%j%j%j%j%j&j&j&j&j&j&j&j&j&j'j'j'j0'j0'j0'jC'jC'jC'j'j'j'j'j'j'j (j&(j&(j<(j<(j<(j($jDjDjDjD$jD.jDBjDVjD`jDjjDtjDjDjDjDjDjDjD@$jDjDjDjD(jD0jDBjDLjDT$jDjD jD jD!jD2jDBjDhjDjDjDjDjDjDjDjDjDjDjDjD(jD2jD;jDDjDMjDYjDdjDkjDjDjDjDjDjDjDjDjDjDjDjDjD"jD2jDEjDUjDhjD~jDjDjDjDjDjDjD jDjD)jD2jD:jDHjD[jDjD jDjDjD jD jDjD &jD<jDLjD ejD{jD~jD jDjDjD jDjDjD jDjD*jD>jDRjDfjDzjDjDjDjDjD jDjD/jD0jDNjDXjDvjDjDjDjD!jD#jD&0jD#CjD&HjD#`jD&ajD#yjD&jD&jD&jD&jD#jD)jD*jD+jD,"jD+,jD,3jD+FjD,JjD+]jD,`jD,sjD,jD,jD+jD*jD/jD0jD1jD2jD3jD5jD jD jD. jD<@ jD=P jD>` jD?p jD@ jDA jDB jDC \@3 "@ @j j ,$F8EjDFjDGjDIjDKjDL>@G jjF$OБ8NjDOjDPjDRjDTCjDUCQ@P jjCY$[VWW \WjD[jD\ jD` jDbjDdjDf0jDh@jDiLjDj`jDkhjDl|jDjjDijDhjDpjDqjDrjDpjDtjDuBjDvNjDwjDxjDyjDzjD{jD|jDzjDy jDjD$jDLjDgjD{jDjDjDjDjDjD"jD*jD2\@\@\@]^j j2f$TjDjD jD jDjD&jD0jDSjDbjDk\@@@j jkr$ȕjDjD jD jDjD%jDTjD|jDjDjDjDjDjDjDjDjDjD6jD>jDUjDejDujDjDjDjDjDjDjD jDjD,jD_jDrjDwjDjDjDjDjDjDjDjDjDjD2jDDjDQjDajDijDp|@@}j jp$8jDjD jD jD(jD8jDLjD[jDijDwjDjDjDjDjDjDjDjDjDjDjDjD/jD2jD;jD^jDjDjDjDjDjDjDjDjDjD!jD.jDVjDcjDjDjDjDjD jD8jD@jD\@e@1@;@ j j\$       jD jD jD jDjD)jD8jDEjDNjDjDjD jD!jD"jD#jD$jD#jD'jD( jD)jD* jD)hjD/qjD0jD/jD0jD/jD0jD/jD0jD0jD0jD0jD/(jD3/jD4IjD5XjD4kjD7t@ @ |@j jt$>V:.: \:jD>jD?jDAjDCjDD!jDEjDG jDHjDI*jDJ8jDKjDM*jDP0@:5@:|@?;@@=Ajj0A$TPjDTjDU jD[ jD\jD]jD^0jD_6jDb9jDcKjDd]jDfojDhjDjjDkjDljDmjDnjDpjDqjDrjDtjDv5jDw;jDx<jDtNjDvSjDw_jDx`jDtzjDv{jDwjDxjDtjDvjDwjDxjDtjDvjDwjDxjDtjDvjDwjDxjDt+jDv.jDw:jDx;jDtUjD{djDjjDjDjDjDjD0jD1jDFjDPjDejDhjDqjDtjD}jDjDjDjDjDjDjDjDjD"jDNjDQjDcjDmjDjDjDjDjDjDjDjDjDjD&|@UK@U3V\VT8Wh@X`;@Yj j&T$lV sjDjD jD jDjD&jD1jDHjDXjDcjDdjDpjDtjDjDjDjDjDjDjDjDjDjDjDjDjD@|@K@j j$V \jDjD jD jDpjDyjD|jDjDjDjDjDjDjDjDjDjDjDjDjDjDjD3jD@jDIjDLjDjjDljDjDjDjDjDjDjDjDjDjDjD jDjD.jD4jD=jD@jDajDdjDjDjDjDjDjDjDjDjD.jD4jDKjD]jDojDjDjDjDjDjDjDjDjDjD4jDDjDRjDTjDfjDqjDjDjDjDjDjDjDjDjDjD)jD/jD8jD^jD jD jDjD jD jDjDjDRjDdjDjDjDjDjD!jDyjDjDjDjDjDjD&jD';jD(OjD)djD*jjD+xjD,jD.jD0jD1jD6jD7jD:jD;& jD:0 jD;5 jD:C jD;D jD:R jD;X jD;f jD;s jD;} jD: jD? jD@ jDB jDC jDB" jDC' jDB7 jDC8 jDBH jDCP jDB` jDCc jDBm jDCp jDBz jDC} jDB jDE jDI jDJ jDK jDL jDM jDN jDO jDP jDQ jDR jDS# jDT. jDUU jDVg jDW jDX jD. jD] jD^ jD_ jDb |@@=)@;@@@ j j $fVd\d jDfjDg jDj jDtjDunjDvwjDwxjDxjDyjDtjDujDvjDwjDxjDyjDtjDujDvjDwjDx jDyjDt+jDu8jDvAjDwBjDx]jDy`jDt{jDu~jDvjDwjDxjDyjDtjDujDvjDwjDxjDyjDt jDujDvjDwjDx3jDy8jDtSjD}_jDwjDjDjDjDjDjDjDjDjDjD jDjDjD2jDGjDQjDjjDjDjDjDjDjDjDjD)jD:jD=jDEjDKjDQjDqjDt5@d|@gK@ghhhjj jt$8jDjDjD jDjD&jD0jD:jDDjDNjD[jDejDojDyjDjDjDjDjDjDjDjDjDjDjDjDjDjD jDjDjD)jD3jD=jDGjDTjD^jDhjDrjD|jDjDjDjDjDjDjDjDjDjDjDjDjDjDjDjD"jD,jD6jD@jDMjDWjDajDkjDujDjDjDjDjDjDjDjDjDjDjDjDjDjDjDjDjD%jD/jD9jDFjDPjDZjDdjDnjDxjDjDjDjDjDjDjDjDjDjDjD jD jD jD  $DjDjDjDjDjDjD"jD1jD@jDOjDajDjDjDjDjD jD!jD"jD#jD%jD'jD((jD)2jD*DjD)\jD,hjD-rjD/ujD1jD2jD3jD4jD5jD6jD7jD8jD9jD:jD;jD</jD=9jD>YjD?cjDBjDDjDEjDFjDGjDHjDIjDJjDKjDLjDMjDNjDO5jDP?jDQajDRkjDSjDTjDUjDVjDWjDXjD[jD]jD_+jDa5|@jj5$bbjDbjDcjDfjDh1jDiFjDj_jDkjDljDmjDnjDojDpjDqjDr$jDs6jDtQjDuljDvjDwjDxjDyjDzjD{jD|jD}jD~jDjD&jD)jD2jDMjDgjDjDjDjDjDjDjDjDjD$jD9jDEjDZjD]jDfjDjDjDjDjDjDjDjDjDjD jD jDjD@jDRjDbjDtjDjDjDjDjDjDjDjDjD jD2 @b@cjj2$jDjD jD jDjD@jDTjDijDujDjDjDjDjDjDjDjDjDjDjD(jD0jD3jDEjDhjDjDjDjDjDjDjDjDjDjDjDjD&jD)jD8jDGjDJjDYjDhjDkjDzjDjDjDjDjDjDjDjD.jDLjDYjDajDtjDjDjDjDjDjDjDjDjDjDjDjDjDjD,jD@jDXjDjDjDjDjDjDjDjDjDjDjDjDjD jD jD jD jD,jD SjD_|@@@ )@ j j_$$>jDjD jD jD $jD!8jD"TjD$kjD%jD&jD(jD)jD*jD,jD-#jD.(jD0PjD1ijD2jD3jD5jD6jD!jD jD(jD?<jD@VjDAjDBjDCjDDjDCjDDjDCjDDjDCjDDjDDjDDjDDjDCjDFjDKjDL!jDM0jDLjDOjDPjDOjDUjDWjDXjDYjDZ"jD_MjD`ZjDbvjDdjDejDfjDhjDijDkjDmjDn jDojDwjDxjD|jDxjD|@@@ j jH$$jDjD jD jDjD(jD<jDIjD^jDhjDpjDjDjDjDjDjDjDjD jDjD!jD(jD3jD?jDOjDjDjDjDjDjDjDjDjDjDjDjD#jD%jD+jD0jD7jDDjDLjDRjDYjDijDtjDjDjDjDjDjDjDjDjDjDjD jDjDjD(jD2jD`jDljDzjDjDjDjDjDjDjDjDjDjDjD jDjD%jD4jDJjDLjD\jD~jDjDjDjDjDjDjDjD,jD/jD4jD7jD8jD;jD@jDCjDGjDKjDOjD VjD hjD jjD tjD jDjDjDjDjD|@@@ )@ j jZ($|f(,|s(4|                  ! + 5 = F N X b l r y               " , 2 B I S Y _ f m u           ! " % & ' + , -" ./ /= 0I 1U 2d 3p 4~ 5 6 : > ? @ A B C D E F  G H" I0 J> KM OV S] Wf Xm Yu Z} [ \ ] ^ _ `jd/d0d0<.PbHf,Gc&)07P*,-./0%122=3I4T5a:=>?@BET WY0:HV e!4(^;>xC[GHC{&7\z$B0jDBjDCjDEjDGjDIjDJ&jDK:jDNDjDO`jDPtjDS|jDUjDWjDY@Cjj$a `jDajDb jDd jDfjDh jDi)jDj-jDmOjDm_jDmqjDmjDmjDljDp @`j j $zt% yjDzjD{jD}jD~0 @y7 $jDjDjDjDJ $jDjDjDjDjD#jD)jD9jDIjDYjDijDyjDyjDjDjDjDjDjDW @@jj\ $`jDjDjDm $xjDjDjD~ $jDjD jD0 @ $  jDjDjDjDjD1jDLjDNjDSjDpjDrjDsjDjDjDjDjDjDjDjDjDjDjDjD+jD@jDMjD\jD_jDkjDtjD|jDjDjD @ @ @ @ |@jj $x  jDjDjDjDjD1jDLjDNjDSjDpjDrjDsjDjDjDjDjDjDjDjDjDjD jD"jD/jDDjDQjD`jDcjDojDxjDjDjDjD @ @ @ @ |@jj $$jDjDjDjDjDjDe  jje $ jD jD!jD"!$(jD(jD)jD*#!$5!4jD5jD6jD8jD9jD:jD< jD>5jD?=jD@sjDBxjDCjDDjDHjDIjDKjDMjDNjDPjDQjDR!jDT&jDV6jDXHjDKjD[jD]jD^ 6%!6*!@60!@66!@6 ?@BET WY&0:HV e!t4$S>t?WGH)0*!!"8"5E"p""""-# V# % ^ 9 y }###1 ,$$8 $./ $0$2+$7jD8jD9 jD< jDHjDI jDJ1jDKBjDLSjDM^jDNljDPwjDQjDRjDTjDUjDTjDUjDTjDUjDTjDUjDUjDUjDUjDTjDV&jDX`jDYfjD[jD\jD]jD_jDajDbjDcjDfjDhjDi)jDjHjDkdjDmjDnjDvjDwjDxjDyjDzjD{jDjDjDjDjD.jD3jDEjDFjDXjD`jDrjDjDjDjDjDjDjDjDjDjD0jD9jDFjDJjDZjDcjDpjDtjDjDjDjDjDjDjDjDjDjDjD jDjD"jDIjD`jDxjD~jDjDjDjDjDjDjDjDjDRjDjDjD@95$@:<$@:D$@: L$;Q$;V$;\$<p$=x$@= j j$$$ $$ \$jDjD jDjDjD(jD.jDZjDkjDujD|jDjDjDjDjDjDjDjDjDjDjD"jD.jD8jDNjDVjDjjDtjDjDjDjDjDjDjDjDjDjDjDjDjDjD!jD8jDGjDYjD_jDfjDjDjDjDjDjDjDjDjD jD#jD/jDEjDJjDSjDkjDtjDjDjDjDjDjDjDjDjDjD0jDNjDgjDjjDtjDjDjDjD!jD#jD$jD%jD&jD'jD# jD$+jD%6jD&<jD'@jD#\jD$`jD%kjD&qjD'ujD#jD$jD%jD&jD'jD#jD$jD%jD&jD'jD#jD$jD%jD&*jD'.jD#JjD$MjD%XjD&cjD'gjD#jD*jD,jD-$@=$$$ @ $@$|@$@x$@ $$$@$@ j j$$5 $1$1 $1$2\3$5 jD5jD6jD7jD:jD=jD? jD@JjD?XjD@]jD?kjD@ljD?zjD@jD?jD@jD?jD@jD?jD@jD?jDBjDDjDEjDDjDEjDDjDEjDDjDE$jDE/jDE9jDECjDDMjDGTjDHTm!@1 $@5$@6%@7 @:|@<%@= jjT%$J,$JjDJjDKjDR jDSjDT!jDU(jDV/jDX=jDYKjDZYjD[`jD\njDb|jDejDfjDgjDhjDi$@J"%$l$kjDljDmjDnjDojDp*jDq8jDrFjDsQjDt\$@k @mjj\2%$xL$vE%v jDxjDy jD{jD}6jDHjDjDjDjDjDjDjDjDjDjDjD"jD/jD5jDIjD[jDajDujDjDjDjDjDjD@y=yL$zQ$z%@zj jN%$0 $ _%k%t%$ $$%(jDjDjDjDjD)jD7jD@jDWjDgjDqjDjDjDjDjDjDjDjD<jDAjDKjDajDfjDjDjDjDjDjDjDjD jDjD9jDFjDSjD]%@%@@%L$Q$jj]Z(f(s(jdd%d<.PbHf,Gc&)07P*,-./0%122=3I4T5a:=>?@BET WY0:HV e!4(^;>xC[GH%$%jDjDjD jD &jD 5jD <%@%$%% jDjDjDjDjD-jD8%@&@jj8&$%% jDjDjDjDjD-jD 8%@&@jj8&$#T%"%" jD#jD$jD&jD'jD('jD)+%@"+&@$jj+1&$,%+%+ jD,jD-jD/jD0jD1-jD28%@+@-jj8A&$7P&6W&6 ^&6e&6jD7jD8 jD; jD<!jD=5jD??jD@jDAjDBjD?jD@jDAjDBjD?jD@jDAjDBjD?jD@(jDA2jDBFjD@YjDAdjDBxjD@jDAjDBjD@jDAjDBjD?jDDjDEl&@68s&9j jx&$HP&GW&G ^&Ge&GjDHjDI jDL jDM!jDN5jDP?jDQjDRjDSjDPjDQjDRjDSjDPjDQjDRjDSjDPjDQ(jDR2jDSFjDQYjDRdjDSxjDQjDRjDSjDQjDRjDSjDPjDUjDVl&@GI&Jj j&$YP&XW&X ^&Xe&XjDYjDZ jD\ jD]!jD^5jD`?jDajDbjDcjD`jDajDbjDcjD`jDajDbjDcjD`jDa(jDb2jDcFjDaYjDbdjDcxjDajDbjDcjDajDbjDcjD`jDejDfl&@XZ&Zj j&$iP&hW&h ^&he&hjDijDj jDm jDn!jDo5jDq?jDr~jDsjDtjDqjDrjDsjDtjDqjDrjDsjDtjDqjDr jDsjDt*jDr1jDs<jDtPjDrYjDsdjDtxjDrjDsjDtjDqjDvjDwl&@hj&kj j&$~&{&| &|&|&|&}&} jD~jDjDjD#jD4jD=jDjD'@| '@}|@@'@jj'$*'% %jDjDjD0'$A'% %jDjDjDG'$% %jDjDjDX'$h'P& W&^&e&jDjD jD jDjD'@|@j jn'$'P& W&^&e&jDjD jD jDjD'@|@j j'$\'P& W&^&e&jDjD jD jDjD'@'@|@j j'$'P& W&^&e&jDjD jD jDjD'@|@j j'$'P& W&^&e&jDjDjD'$'P& W&^&e&jDjD jD jDjD%jD7jDHjDQjDjDl&@@'('@j j ($'P& W&^&e&jDjDjD$($0/( 5(>(jDjD jDjDjD-jDDjDFjD}jDjDjDjDjDjDjDjDjD jDjD"jD&jD:jDJjDkjDxjDjDjDjDjD}jDjDjDjDjDjDjDjDjDjD jDjD$jD8jD;jDIjDLjDWjDZjDejDljD{jDjDjDjDjDjDjDjDjDjD jDjDjD+jD >jDCjDDjDPjD cjDhjDtjDjD jDjDjDjD jDjDjDjD jDjDjDjD jDjD +jD 4jDKjDWjDjDjDjDUjDjjDwD(@K(@ S(@ @ [(j jwa($/( 5(jDjD jDjD<jD EjD!HjD"WjD#ajD$jD%jDjD'jD(<jD)AjD*jD'jD,@@@@ j jl($/ >(.u(. .{(.jD/jD0 jD4 jD5jD6jD7jD9jD: jD;jD95jD=@jD>LjD?bjD@zjDAjDIjDJjDKjDBjDCjDDjDEjDFjDG!jDH>jDM]jDNajDOcjDPmjDQ}jDRjDSjDTjDUjDVjDSjDTjDU jDVjDS)jDT/jDU5jDVDjDSTjDThjDUnjDV}jDTjDUjDVjDTjDUjDVjDTjDUjDVjDSjDDjDY0jDZBjD[LjD\QjD^fjD6vjDa11(1|@11%@2 @2(2(@2(@2 (@2 (@2 2j j($d8/(cc >(cu(cjDdjDe jDh jDi,jDj3jDk7jDl@jDmjDojDp jDqjDo jDp%jDq2jDo;jDp<jDqIjDoRjDpXjDqejDonjDpqjDqyjDojDpjDqjDojDpjDqjDojDsjDtjDu@jDvIjDwOjDx^jDy`jDzxjD{jD|jD}.jD~jDjDyjDjDjD(jD0jD=jDrjDjDjDhjDjDjDjDjDjD.jD<jD>jDpjD~jDjDjDjDjDjDjDjDjDjDjDjDjDjDjD-jD2jDFjDGjD[jDdjDxjDjDjDjDjDjDjDjDm jD e@e@ee(@f (@f(@f(@f (@fj j ($![!jDjDjDjD jDjDljD(@(@ jj($( (()jDjD jD jDjD%jD0jD>jDIjDVjD\jDejDpjDrjDjDjDjDjDjDjDjDjD jDjD"jD3jD:jDKjDYjDljDjDjDjDjD$jD<jDXjDjDjD'jDjDjDwjDjDjDjDjDjDjDjD'jD/jD?jDLjD\jDbjDsjDzjDjDjDjDjDjDjDjDjDAjDjDjDjDjDjDjD jD+jD<jD|jDjDjDjDjDjD$ jD/ jD9 jDx jD jD jD jD jD jDN jD jD jD jD jD jD jD2 jD= jDT jD jD jD jD jD jD jD2 jD= jDB jD jD jD jD jD jD @|@$@#)+)@3)8)@)@ J)@ S)@ \)d)i)n)j j v)$&) )))( )$)((0)4jDjDjDjDjDjDjDjDJjD jDjD jDjD jDjD jD jD jD jDjD jD jD 7jD djD ojD {jD jD jD jD jD jD jD JjD UjD ]jD jD jD jD jD jD jD "jD -jD@jDKjDMjDRjDjDjDjDjDjDjDjD jD(jD4jDBjD \jD!ujD#jD$jD%jD' jD(5jD*8jD+>jD,AjD-IjD.OjDyjD1)@)@|@)@ )@))a!@)@ )* *@*@ *@ S)@ %*jj/*$8 .(7jD8jD9jD<jD=jD>MjD?U|@9@: jjU8*$Bh/AA AD*A)AAjDBjDC jDF jDHjDIAjDJUjDKjDLjDMjDNjDJjDKjDLjDMjDN(jDJ?jDKCjDLRjDM\jDN}jDJjDKjDLjDMjDNjDJjDKjDLjDM jDNEjDJ]jDK`jDLojDM}jDNjDJjDKjDLjDMjDNjDJjDP,jDRjDSJ*@A@CP*@D X*Dj j_*$Vx3p*Uv*U |*U*U*U*UjDVjDW jDZ jD\jD](jD^SjD]gjD^kjD]jD^jD]jD^jD]jD^jD]jD^jD]jD^jD]jD_ jD`*@U*@W|@Xj jZ(f( s((* * * jd4Tpros.c/home/mackay/gp/harry/gcc2_compiled.int:t1=r1;-2147483648;2147483647;char:t2=r2;0;127;long int:t3=r1;-2147483648;2147483647;unsigned int:t4=r1;0;-1;long unsigned int:t5=r1;0;-1;long long int:t6=r1;01000000000000000000000;0777777777777777777777;long long unsigned int:t7=r1;0000000000000;01777777777777777777777;short int:t8=r1;-32768;32767;short unsigned int:t9=r1;0;65535;signed char:t10=r1;-128;127;unsigned char:t11=r1;0;255;float:t12=r1;4;0;double:t13=r1;8;0;long double:t14=r1;12;0;complex int:t15=s8real:1,0,32;imag:1,32,32;;complex float:t16=r16;4;0;complex double:t17=r17;8;0;complex long double:t18=r18;12;0;void:t19=19__u_char:t11__u_short:t9__u_int:t4__u_long:t5__u_quad_t:t7__quad_t:t6__qaddr_t:t20=*6__dev_t:t7__uid_t:t4__gid_t:t4__ino_t:t5__mode_t:t4__nlink_t:t4__off_t:t3__loff_t:t6__pid_t:t1__ssize_t:t1__fsid_t:t21=s8__val:22=ar1;0;1;1,0,64;;__daddr_t:t1__caddr_t:t23=*2__time_t:t3__swblk_t:t3__clock_t:t3__fd_mask:t5__fd_set:t24=s128fds_bits:25=ar1;0;31;5,0,1024;;__key_t:t1__ipc_pid_t:t9size_t:t4wint_t:t4_G_int16_t:t8_G_int32_t:t1_G_uint16_t:t9_G_uint32_t:t4__gnuc_va_list:t26=*19_IO_lock_t:t19_IO_marker:T27=s12_next:28=*27,0,32;_sbuf:29=*30=xs_IO_FILE:,32,32;\_pos:1,64,32;;_IO_FILE:T30=s76_flags:1,0,32;_IO_read_ptr:23,32,32;\_IO_read_end:23,64,32;_IO_read_base:23,96,32;\_IO_write_base:23,128,32;_IO_write_ptr:23,160,32;\_IO_write_end:23,192,32;_IO_buf_base:23,224,32;\_IO_buf_end:23,256,32;_IO_save_base:23,288,32;_IO_backup_base:23,320,32;\_IO_save_end:23,352,32;_markers:28,384,32;_chain:29,416,32;\_fileno:1,448,32;_blksize:1,480,32;_offset:3,512,32;\_cur_column:9,544,16;_unused:2,560,8;_shortbuf:31=ar1;0;0;2,568,8;\_lock:32=*19,576,32;;_IO_FILE:t30_IO_cookie_io_functions_t:t33=s16read:34=*35=f1,0,32;\write:36=*37=f1,32,32;seek:38=*39=f3,64,32;\close:40=*41=f1,96,32;;_IO_cookie_file:T42=s100file:30,0,608;vtable:43=*19,608,32;\cookie:26,640,32;io_functions:33,672,128;;FILE:t30fpos_t:t3wchar_t:t3div_t:t44=s8quot:1,0,32;rem:1,32,32;;ldiv_t:t45=s8quot:3,0,32;rem:3,32,32;;__compar_fn_t:t46=*47=f1rand_state:t48=s32seed:1,0,32;ptr:49=ar1;0;4;3,32,160;\state48:50=ar1;0;2;9,192,48;;f1dim_arg:t51=s24n:1,0,32;p:52=*13,32,32;\xi:52,64,32;xt:52,96,32;nfunc:53=*54=f13,128,32;\func_arg:26,160,32;;df1dim_arg:t55=s24n:1,0,32;p:52,32,32;\xi:52,64,32;xt:52,96,32;ndfunc:56=*57=f19,128,32;\dmatrix_family:t58=s28n:1,0,32;m:59=*52,32,32;\in:59,64,32;lu:59,96,32;indx:60=*1,128,32;\det:13,160,64;;cggq_args:t61=s16n:1,0,32;b:52,32,32;\Afunc:62=*63=f19,64,32;Afunc_arg:26,96,32;;macopt_args:t64=s152tol:13,0,64;grad_tol_tiny:13,64,64;\step_tol_tiny:13,128,64;end_if_small_step:1,192,32;\its:1,224,32;itmax:1,256,32;rich:1,288,32;\verbose:1,320,32;stepmax:13,352,64;linmin_maxits:1,416,32;\linmin_g1:13,448,64;linmin_g2:13,512,64;linmin_g3:13,576,64;\lastx:13,640,64;lastx_default:13,704,64;do_newitfunc:1,768,32;\newitfunc:65=*66=f19,800,32;newitfuncarg:26,832,32;\gtyp:13,864,64;pt:52,928,32;gx:52,960,32;\gy:52,992,32;gunused:52,1024,32;xi:52,1056,32;\g:52,1088,32;h:52,1120,32;n:1,1152,32;\restart:1,1184,32;;working_memory:t67=s16k_p:52,0,32;v:52,32,32;\v2:52,64,32;tempc:52,96,32;;control:t68=s4D:52,0,32;;prior_strength_default:G13prior_length_default:G13prior_vertical_default:G13prior_fractional_noise_default:G13prior_fractional_theta2_default:G13prior_linear_default:G13C_periodic:G1C_linear:G1noiseprior:G1lengthprior:G1theta1prior:G1theta2prior:G1theta0prior:G1linearprior:G1optimize_lengthscales:G1optimize_theta0:G1optimize_theta1:G1optimize_theta2:G1optimize_noise:G1optimize_linear:G1use_poly_length_scales:G1OPT_checkgrad:G1OPT_use_cg:G1OPT_tridiag_CG:G1OPT_say_evidence:G1OPT_say_train_e:G1INT_load_targets:G1INT_use_cg:G1INT_LUi:G1INT_find_eb:G1INT_find_sigma_nu:G1INT_include_inputs:G1hyp_out:G1hyp_in:G1write_Cinv_t:G1write_hdump:G1do_samples:G1do_INT:G1do_OPT:G1do_SEARCH:G1SEARCH_max:G1calc_Hessian:G1training_noise_in_datafile:G1noise_free_predictions:G1rescaling_permitted:G1opt_itmax:G1gq_args:t69=s8u:52,0,32;verbosity:1,32,32;;max_beta:G13max_gam:G13max_itmax:G1main:F19argc:p1argv:p70=*23argc:r1argv:r70i:r1j:r1k:r1l:1tint:1tint2:1wm:67c:68temp1:13temp2:13temp3:13temp4:13temp5:13d:13pred_err:13test_err:13train_err:13fp1:71=*30C_hyper:F19j:1k:1temp1:r13temp2:r13w:52macp:64param:69mac_func:F13w:p52arg:p26tot:r13tempa:52tempb:r52mac_dif:F19dM:p52tr:r13log_data:r13tempb:52tempc:52load_hyp:F19file:p23/usr/include/stdlib.hfile:r23junk:72=ar1;0;199;2fp1:71save_hyp:F19i:1tint:r1mac_inter_C:F19temp3:r13temp4:r13mac_inter_dif:F19k:p1l:r1expon:r13difexp:13prod:13difprod:13LU_invert:F19E:p59F:p59n:p1LU_apply:F19a:p52b:p52LU_stage1:F19a:p59inx:p60c:p52v:p52c:r52v:r52ii:1ip:r1sum:r13LU_stage2:F19b:r52CG_invert:F19u:p52itmax:p1N:1tempd:52lbound:13ubound:13uu:r13bounds:F19w2:p52lbound:p52ubound:p52u:r52lbound:r52ubound:r52CG_func1:F13tot:13tot1:r13tot2:r13CG_func2:F13w:r52trace:F13noise:F13a:p1a:r1prior:F13dif_prior:F19w_con_in:F19w_con_out:F19PL_setup:F19fp1:r71PL_calc:F19PL_poly:F13i:p1j:p1m:r1L_setup:F19L_calc:F19ris:F19D:p52c:r1junk:72fpp:71temp:13c_line:F19argv:p70defaults:F19D:r52err_catch:F19ls_error:F19m:1nr:1dM1:52dM2:52gr:52d:52e:52H:59H_inv:59H_temp:59sigmoid:F13x:p13sig:r13difsig:F13dif:r13T_return:F19ls_calc:F19sample:F19EIG:52find_row_of_covariance_matrix:F19kappa:p52factor:13find_predictive_mean_and_var:F19Cinv_t:p52mean:p52variance:p52scratch:p52Cinv_t:r52mean:r52state_printer:F19its:p1arg:r26n:1maxim:F19ivary:r1report_input_vector:f19fp:p71comments:p1fp:r71max_dif:F19ivary:1temp5:r13factor:r13max_func:F13verbosity:1print_usage:f19welcome_banner:f19allocate_memory:f19wm:p73=*67wm:r73load_data:f19initialize_hyperparameters:f19c:p74=*68set_up_priors:f19dsqrarg:S13dmaxarg1:S13dmaxarg2:S13k_x:G59t:G52ok_x:G59ot:G52C:G59C_inv:G59C_temp:G59C_LU:G59dif_C:G59log_det:G13lu_col:G52hyp:G52n_vec:G52ntdat:G1ninter:G1nh:G1nsig:G1nhidden:G1ntrace:G1ngauss:G1nlin:G1npoly:G1SEED:G1CG_opt:G1CG_int:G1CG_max:G1nw:G1nwb:G1N_max:G1gridx1:G1indx:G60pk_x:G59PL:G59root2tonh:G13stuff:G13kth:G75=*60mac_h_tol:G13mac_k_tol:G13mac_h_style:G1mac_k_style:G1mac_ep:G13verbose:G1Mran:G59Mtemp:G59A:G59bnd_percent:G13ws:G52mod_g:G52g:G59h:G59gs:G59hs:G59gam:G52lambda:G52gams:G52lambdas:G52hAh:G52Td:G52Tl:G52Tu:G52Td2:G52Tl2:G52Tu2:G52L:G52Lscale:G52Loff:G52Lhidden:G52Lfact:G13specfile:G72gridfile:G72igridfile:G72datafile:G72idatafile:G72rbffile:G72outfile:G72hypoutfile:G72hypdump:G72hypinfile:G72maxout:G72Cinvtfile:G72wavel:G52gamr_a:G59gamr_b:G59gamr2_a:G59gamr2_b:G59gamn_a:G13gamn_b:G13gamt1_a:G13gamt1_b:G13gamt2_a:G13gamt2_b:G13gaussl_m:G13gaussl_sd:G13gausst0_m:G13gausst0_sd:G13ls_e:G59ls:G52mk_p:G52mv:G52mv2:G52mls:G52max_kx:G52max_include:G60mdk_p:G59max_log:G1max_logfile:G72Ivary:G1/home/mackay/gp/harry/ansi/rand2.cdiv_t:t20=s8quot:1,0,32;rem:1,32,32;;ldiv_t:t21=s8quot:3,0,32;rem:3,32,32;;__compar_fn_t:t22=*23=f1__qaddr_t:t24=*6__fsid_t:t25=s8__val:26=ar1;0;1;1,0,64;;__caddr_t:t27=*2__fd_set:t28=s128fds_bits:29=ar1;0;31;5,0,1024;;__gnuc_va_list:t30=*19_IO_marker:T31=s12_next:32=*31,0,32;_sbuf:33=*34=xs_IO_FILE:,32,32;\_IO_FILE:T34=s76_flags:1,0,32;_IO_read_ptr:27,32,32;\_IO_read_end:27,64,32;_IO_read_base:27,96,32;\_IO_write_base:27,128,32;_IO_write_ptr:27,160,32;\_IO_write_end:27,192,32;_IO_buf_base:27,224,32;\_IO_buf_end:27,256,32;_IO_save_base:27,288,32;_IO_backup_base:27,320,32;\_IO_save_end:27,352,32;_markers:32,384,32;_chain:33,416,32;\_cur_column:9,544,16;_unused:2,560,8;_shortbuf:35=ar1;0;0;2,568,8;\_lock:36=*19,576,32;;_IO_FILE:t34_IO_cookie_io_functions_t:t37=s16read:38=*39=f1,0,32;\write:40=*41=f1,32,32;seek:42=*43=f3,64,32;\close:44=*45=f1,96,32;;_IO_cookie_file:T46=s100file:34,0,608;vtable:47=*19,608,32;\cookie:30,640,32;io_functions:37,672,128;;FILE:t34initialized:S1initialize:f19f:r51=*34rand_seed:F19seed:p1seed:r1rand_use_state:F19st:p52=*48st:r52rand_get_state:F52rand_word:F1v:r3rand_uniform:F13rand_uniopen:F13rand_int:F1n:r1rand_pickd:F1p:p53=*13p:r53t:r13r:r13rand_pickf:F1p:p54=*12p:r54rand_gaussian:F13a:13b:13rand_exp:F13rand_cauchy:F13rand_gamma:F13a:p13c:13X:r13Y:r13Z:r13U:13V:r13W:r13rand_beta:F13b:p13b:r13x:r13y:r13rn:S55=ar1;0;4;56=ar1;0;4999;3state0:S48state:S52macopt.ccm_inversion:t48=s36m:49=*50=*11,0,32;mo:49,32,32;\mi:49,64,32;mt:49,96,32;perm:51=*1,128,32;\iperm:51,160,32;i:1,192,32;l:1,224,32;\N:1,256,32;;f1dim_arg:t52=s24n:1,0,32;p:53=*13,32,32;\xi:53,64,32;xt:53,96,32;nfunc:54=*55=f13,128,32;\df1dim_arg:t56=s24n:1,0,32;p:53,32,32;\xi:53,64,32;xt:53,96,32;ndfunc:57=*58=f19,128,32;\dmatrix_family:t59=s28n:1,0,32;m:60=*53,32,32;\in:60,64,32;lu:60,96,32;indx:51,128,32;\cggq_args:t61=s16n:1,0,32;b:53,32,32;\gtyp:13,864,64;pt:53,928,32;gx:53,960,32;\gy:53,992,32;gunused:53,1024,32;xi:53,1056,32;\g:53,1088,32;h:53,1120,32;n:1,1152,32;\macoptII:F19p:p53dfunc:p57dfunc_arg:p26a:p67=*64gg:r13gam:r13dgg:r13g:53h:53xi:53end_if_small_grad:1step:13tmpd:r13maclinminII:F13a:p67a:r67x:13y:13s:13m:r13its:1step:r13gx:53gy:53x_new:r13max:r13macprodII:F13gy:p53y:p13pt:r53xi:r53s:r13macopt_defaults:F19macopt_free:F19macopt_restart:F19start:p1maccheckgrad:F19epsilon:p13func:p54func_arg:p26stopat:p1dfunc:r57dfunc_arg:r26f1:13nrutil.cnrerror:F19error_text:p48=*2error_text:r48vector:F49=*12nl:p1nh:p1nl:r1v:r49ivector:F50=*1v:r50cvector:F51=*11v:r51dvector:F52=*13matrix:F53=*49nrl:p1nrh:p1ncl:p1nch:p1nrl:r1m:53dmatrix:F54=*52m:54imatrix:F55=*50m:55cmatrix:F56=*51m:56submatrix:F53a:p53oldrl:p1oldrh:p1oldcl:p1oldch:p1newrl:p1newcl:p1oldrl:r1newrl:r1m:r53free_cvector:F19v:p51free_ivector:F19v:p50free_dvector:F19free_matrix:F19m:p53free_dmatrix:F19m:p54m:r54free_cmatrix:F19m:p56m:r56ncl:r1free_imatrix:F19m:p55m:r55free_submatrix:F19b:p53convert_matrix:F53a:p49nrow:1ncol:1free_convert_matrix:F19ludcmp:F19a:p54indx:p50d:p52imax:1big:r13dum:r13vv:52lubksb:F19tqli:F19e:p52z:p54iter:1p:13g:r13f:r13dd:r13c:r13tred2:F19scale:r13hh:r13h:r13pythag:F13absa:r13absb:r13newt:F19x:p52check:p50vecfunc:p57=*58=f19fdjac:p59=*60=f19indx:50den:r13f:13fold:13stpmax:13temp:r13test:r13fjac:54g:52p:52xold:52lnsrch:F19xold:p52fold:p13g:p52p:p52f:p52stpmax:p13func:p61=*62=f13xold:r52p:r52a:r13alam:r13alam2:13alamin:13disc:r13f2:13fold2:13rhs1:r13rhs2:r13slope:13tmplam:13fmin:F13tridiag:F19r:p52a:r52bet:r13gam:52dmatrix3:F63=*54l1:p1h1:p1l2:p1h2:p1l3:p1h3:p1l1:r1c:r63nn:G1fvec:G52nrfuncv:G57GCC: (GNU) 2.7.2.3GCC: (GNU) 2.7.2.3GCC: (GNU) 2.7.2.3GCC: (GNU) 2.7.2.3GCC: (GNU) 2.7.2.3GCC: (GNU) 2.7.2.3GCC: (GNU) 2.7.2.3GCC: (GNU) 2.7.2.301.0101.0101.0101.0101.0101.0101.0101.01.symtab.strtab.shstrtab.interp.hash.dynsym.dynstr.rel.got.rel.bss.rel.plt.init.plt.text.fini.rodata.data.ctors.dtors.got.dynamic.bss.stab.stabstr.comment.noteԀ#H) 001o9 PPB XXK pp TPP,Z||_LL te4k4ܴ4styty`z`hzhpzpz{$ }*_hE 82 Ԁ0PXpP| L 4 4 ty `zhzpzz{   4 &4 <dzI4 T`z blz 4   o hz Txy `z8  D: 9 g $ $    &$|.,|74|@H\z T0 _<|b io&.7x&. 7(0'4 " z"8 $z <@@z  z V $̇>$ "D,P7> My ]L lsx ~ z zha d  ܇1 ^( y 4  (| E{PQX(_ n "twy    +  {Py 5  z y '. #z +-2 : B!j L0"S[y ku|< P1 y ," |!X 8  4z lH  |  y #<)(z 04 ;PhAt  Pq Y cc oy y $#1 8 & y y L( h/   * 4 ;h ?l A  z z 8z &t    z     z $ ' t 0  ; A x3 J Q Z , j r x  l y  |   @X   {  pz t  y   y " ,z , / 4 ) < Pz D y d o Dz y : 0z ty y   $g  ȕp  ? y Xz  \ -0  y  +  ," # initfini.cgcc2_compiled.crtstuff.c__do_global_ctors_aux__CTOR_END__init_dummyforce_to_data__DTOR_END____do_global_dtors_aux__DTOR_LIST__fini_dummy__CTOR_LIST__Tpros.cprint_usagewelcome_bannerallocate_memoryload_datainitialize_hyperparametersset_up_priorsreport_input_vectordsqrargdmaxarg1dmaxarg2rand2.cinitializedinitializernstate0statemacopt.cnrutil.cLscalestrcpytrand_seedlogpriorsqrtmk_psave_hypdo_INTmod_ggamr_brescaling_permittedINT_include_inputserr_catchprintf__strtod_internalmaclinminIImac_k_tolhypoutfileCG_optrand_get_stateoptimize_theta2macopt_restartlu_colrand_pickfhypinfilehyp_out_DYNAMICfvecCG_func2traceconvert_matrixnrand48c_lineprior_linear_defaultkthMranntdat_etextls_epk_xigridfilefree_matrix__strtol_internalfind_predictive_mean_and_var_IO_stdout_gamn_afscanffree_submatrixfgetshstheta1priorC_LUsubmatrixmac_difSEEDmax_difmv2A_IO_stderr_verboseOPT_say_evidencewsrand_inthypdumpdo_samplesuse_poly_length_scalesw_con_outmax_kxidatafileINT_LUigindxsigmoiddmatrixdif_priormallocgamt1_aOPT_say_train_egaussl_sdninternrerrorgsgamr2_bmaximnwbprior_length_defaultfflushnw_environlog_detmac_inter_diftred2nhiddencalc_HessianPLnnbounds__environmlsCinvtfilelinearpriorabortdo_OPThAhlubksb_initrand_use_statemac_funcrand_wordmacopt_freeprior_vertical_defaultoptimize_theta1CG_invertmac_epstate_printerlnsrchmac_k_styleC_periodicTu2gamr2_aOPT_tridiag_CGnsiglambdafprintffree_dmatrixtridiagdatafileroot2tonhmac_h_tolmaxoutTl2Cnoise_free_predictionsdefaultsprior_fractional_noise_defaultprior_strength_defaultoptimize_lineardif_Cls_errorcosTuCG_maxmaccheckgradgam_startnrfuncvsink_x__libc_init_firstoutfilegridx1OPT_checkgradmvludcmpok_xPL_polymax_betamax_logpowrand_betawrite_Cinv_tpythagtqliCG_func1cmatrixfminlengthpriormac_h_styletheta2priorLoffwavel_IO_getcdvectordifsigmdk_pTlivectorhyprand_uniformnlinfreadimatrixrand_gammafree_ivectorbnd_percentrand_cauchyCG_intfopen__bss_startrand_uniopenmainfree_dvectorgamr_acvectorL_calcPL_setupfclosegamt2_bmac_inter_CLU_stage2C_linearmatrixexpLhiddenoptimize_lengthscalesLgamsntracengaussmax_includedata_startls_calctanLU_stage1optimize_noiseLU_apply_finifree_cmatrixfind_row_of_covariance_matrixn_vecfree_convert_matrixnpolysprintffree_imatrixgamt1_batexitrand_expwrite_hdumpINT_find_sigma_nutraining_noise_in_datafilew_con_inmacoptIIMtemphINT_find_ebC_hyperhyp_inTd2nhload_hyprand_pickdstuffdmatrix3gamn_bgridfilemacopt_defaultsgamt2_aC_invlambdasLU_invertnoisepriorC_tempmax_funcfree_cvectorIvarynoiseotLfact_edatamax_logfile_GLOBAL_OFFSET_TABLE__endTdoptimize_theta0gaussl_mINT_load_targetsdo_SEARCHlsexitPL_calcmax_gamprior_fractional_theta2_defaultgausst0_sdopt_itmaxT_returnSEARCH_max__data_starttheta0priornewtrand_gaussiangausst0_msamplespecfilevectorOPT_use_cgmax_itmaxN_maxmacprodIIrisINT_use_cgL_setupfreerbffile__gmon_start__