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H##  &H@zl`h@zjH`h`@zc   x .@, ,@ B!B: x!,   B :Ǩ  !.@ ## ,+)-  bH@z+ h@z)bH h @z! !, @@7 x, @ B!@B:@! x.,    D: #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< 㾰''@vْ` ("H@vӒ`@v / 96;757@? %@``%` @@vא? ;@vŔ6@vĒ`  @vʐ@6@v`  @v@6@v`Ѐ  @vh@6@v`  @v8@6@v`  ""P@v@6@v`  ""T@vr@6@vpa @vf@vf!0 2@""x6@v]a8  6P@vQ{@6@vOaX  6P@vDbHn@6@vBax  6P@v6`@6@v4a  6@v.a  6P@v#hM@6@v!a؀ 6P!@v  $=@9"" 6@vb @v@v!0 2*@&"!6@ub0 @u@u!0 2@ bH@>l "b6@ubX (bH @4@)%41-耢 ",`@uʔ " ?@u#H@u H`@@6@ubh  6P@u@6@ub @u@u!0 2@""h6@ub @u@u!0 2@""\6@ub @uy6@uxc 2@""(6@uoc @ue6@udc 6"",@u\c( 2@~"",6@uSc0  6P@uGhq@6@uEcX  6P@u9Xc@6@u7c  6P@u+U@6@u)c  @u@u&E: 6@uc  @u@u6:!6@u cЀ  @u@u':!6@tc耢  @t@t"cX7@t`  @t@t "cP7@tޒ`(  @tӔ""X7@tВ`H @tƔ@tƒ!0 2@""07@t`h @t@t!0 2@""7@t` @t@t!0 2@""7@t` @t@t!0 2@"" 7@t`Ȁ @tz@tz!0 2@""7@tq`耢 @tg@tg!0 2@""7@t^a @tT@tT!0 2z@v""7@tKa( @tA@tA!0 2g@c""d7@t8aH  6P@t,`V@6@t*a  6P@tH@7@tap  @t9""87@ta  @tH-@7@ta  @s @7@sa @s@s!0  ""L ""L7@sa @s֔@s֒!0 2@""t7@s͒a؀ $@sÔ6@s’c 7""<@sb 7""@""<@sb 2@""@""<7@sb @s6@sc( 6"",@sc 2@"",7@sb(  6P@s}`@7@s{bP @sq@sq!0 2@""D7@shbx  6P@s\ @7@sZb @sP@sP!0 2v@r""47@sGb @s=@s=!0 2c@_""H7@s4b耢 @s*@s*!0 2P@L""|7@s!c  @s@s$="aP7@sc /@s@s!0 2.@"!h bH@;ڔ  h bH@;Ӕ b ` h bH@;Ȕ  h bH@;  7@rߒc@ @rՔ@rՒ!0 2@"!7@r̒cX @r”@r’!0 2@"!7@rcx @r@r!0 2@"!7@rc @r@r!0 2@""7@rc @r@r!0 2@""7@rc؀ @rv@rv @rw:"7@rkc @ra@ra h:"@r^}:"8@rR` @rH@rH h:"@rE:"a 2a@ ]"a8@r2` !!  @r$@r+:"8@r`0 !!  @r@r:" 4$!8@r`H @q@q @q: 8@q`` @q@q h : @q: 8@qڒ`p @qД@qВ h: @q͐: a 2@ "a8@q` @q@q @q: 8@q` @q@q h: @q: 8@q` @q@q h: @q: a 2@ "a8@ql`Ȁ <(! 7(h @4@@qX(bH #h,`- @qP h:@h:@qE:H h`@ՐX@8@q,` <(! 7(h @4H@@q(bH #h,`- @q h:@h:@q:H h`@Ր@8@p` <(! 7(h @4@@pؔ(bH #h,`- @pВ h:@h:@pŐ:H h`@Ր@8@pa <(! 7(h @4@@p(bH #h,`- @p h:@h:@p:H h`@Ր@8@pla <! 7h @@pX(bH #h,`- @pP h:@h:@pE:H h`@Ր8@p,a8 8! 23@p@p*h 4A@,` @p@p h:@h:@p:h`@8@oaX 8! 23@o@oh 4@,` @oӔ@oӒ h:@h:@oȐ:h`@8@oax >! 29@o@oh 4&,` @o@o h:@h:@o:h`a 2@ "a8@ora 8! 23@oc@oph 4@,` @oU@oU h:@h:@oJ:h`b@8@o6a 8! 23@o'@o4h 4K@,` @o@o h:@h:@o:h`&@8@na؀ @n@n @n: 08@na @n۔@nے h: 0@nؐ:!8@n̒b @n”@n’ @nÐ:!8@nb @n@n h:!@n:"8@nb(  @n@n:"(8@nbH  @n@n88@nbX  @nv@n}88@nqbp  @ng@nn88@nbb @nX@nX!0 2~@z""$8@nOb  @nE@nLk:#x8@n@b k@n6@n6!0 2\@! H ,"bl bH@6 bH@#$ H"H    ` `$::   :`:`@  :: : : `@  !#` 2'@ bH@6Y bH@$#`"H  ` `$""   "`"`@ "" " " `@  @8@mђb؀ @mǔ!"l $@@mϐ$"l8@mc @m8@mc( ""p""p8@mc0  @m@m"b8@mcH  @m@m:"8@mcX  @m@m:"8@m|ch bH @4@!%@mk H H@mn H,`:@H`@@8@m[c bH @4|@!%@mJ#` H@mS#`,`" H`@f@8@m:c  @m/Y@8@m-c @m#@m#!0 2I@E" 8@mc "@@8@mc "9@9@m `8 "2@9@m`P "+@9@l`` "$@9@l`p "@9@l` "@9@l` "@9@l` "@9@lے` "@9@lԒ` "@9@l͒` "@9@lƒ` "@9@l`Ѐ "@9@l` "@9@l` "@9@la "@@lc "@9@la "@9! @l@@l-tf-gf-rbf-ho-int_of-int_gf-int_tf-hi-seed-nh-ntdat-ninter-ngauss-npoly-lin-Nlin-NOperiod-wavelERROR : It is not possible to respecify wavelengths on the command line without turning on the period option within the SPECFILE. Exiting Code. -nhidden-opt-NOopt-opt_invLU-opt_CGits-opt_CGtr-opt_CGbnd-opt_ls-opt_Cinvt-opt_evid-NOopt_ls-opt_t0-NOopt_t0-opt_t1-NOopt_t1-opt_t2-NOopt_t2-opt_n-NOopt_n-opt_lin-NOopt_lin-opt_its-int-NOint-int_inv-int_CGits-int_eb-NOint_eb-int_te-NOint_te-ebsd-int_n-NOint_n-int_nf-verb-plen-NOplen-pn-NOpn-plin-NOplin-pt0-NOpt0-pt1-NOpt1-pt2-NOpt2-plm-plsd-plm2-plsd2-pldof-splm-splsd-splm2-splsd2-spldof-pnm-pnsd-pndof-pt0m-pt0sd-pt1m-pt1sd-pt1dof-pt2m-pt2sd-pt2dof-plinm-plinsd-stuff-t2-t0-nv-tol-opt_tol-kopt_tol-opt_style-kopt_style-epsilon-check-NOcheck-known_n-NOknown_n-TCG-DCG-NOdump-dump-samp-kopt-NOkopt-kopt_min-kopt_max-kopt_log-kopt_logfile-kopt_itmax-kopt_beta-kopt_gam-kopt_start-kopt_include ERROR : Unknown command line argument %s - Exit to System 㿀' ? 4' ;5/ ,@C@k bЀ 2@ C@kb؀ 2@#hC@jb 2@ 8C@jb耢 2@""P"C@jb 2@!C@jޒb 2@w#HC@jՒc 2 @ `@j""8C@jĒc 2 @!`@j""TC@jc 2 @ @j"aC@jc 2@ @j'bHC@jc 2 @ @j"`C@jc( 2 @ @j"``C@jc0 2 @ @j `hC@jsc8 2 @@jy  "`"" C@jcc@ 2@u"!C@jZcH 2@l"!C@jQcP 2@c"!C@jHc` 2%@!耢 bH @4%!* @j;@,``"H@:@ bH!耢 @C@j#h@j D@j` 2 @ @j$-"`D@j` 2@$""hD@j ` 2@""hD@j` 2@ 6@ic D""( @i`0 2""(D@i`8 2 @ @i"bhD@iڒ`H 2 @ @iߦ"`XD@i͒`X 2 @ @i̦: D@i`h 2@""D@i`p 2@""XN D@i` 2@""0D@i` 2@""D@i` 2@"" D@i` 2@"" D@i` 2@""D@i` 2@""D@iv`Ѐ 2@""D@im`؀ 2@""D@id`耢 2@v""D@i[` 2@m""D@iRa 2@d""D@iIa 2@[""D@i@a 2 @ @iEN"bD@i3a0 2@E""dD@i*a8 2@<""dD@i!a@ 2!@ 6@ic 7""< @ib 7""@""< @ib 2""@/""<D@haP 2 @ @i "b`D@ha` 2@""DD@hah 2@""DD@hݒax 2@""4D@hԒa 2@""4D@h˒a 2 @ @hЦ"a D@ha 2@""HD@ha 2@""HD@ha 2@""|D@ha 2 @ @h"aPD@ha 2@ a`h bH@1g  b`h bH@1_  bD@h}aȀ 2@ aD@htaЀ 2@"!D@hka؀ 2@}"!D@hba 2@t""D@hYa耢 2@k""D@hPa 2@b""D@hGa 2@Y""D@h>b 2@P"!D@h5b 2@G"!D@h,b 2@>"!D@h#b 2@5"!D@hb c,a ^,`h @% ,7@hc 2bH 4Ab  $@@ ; @,  ; @,  (; ,     @; @* ; @*`; @*;  4-@g b, H  : `h`@`@D@gb( c,a ^,`h @ ,7@gc 2bH 4Ab  $@@ ; @,  ; @,  (; ,     @; @* ; @*`; @*;  4-@gg b, H  : `h`@`g@D@gJb0 c,a ^,`h @U ,7@g5c 2bH 4A`  $@@ ; @,  ; @,  (; ,     @; @* ; @*`; @*;  4-@f `, H  : `h`@`@D@fb8 c,a ^,`h @9 ,7@f̒c 2bH 4@`  $@@ ; @,  ; @,  '; ,     @; @* ; @*`; @*;  4-@f  , H  : `h`@`@D@fzb@ e,a 2a@`h @W ,7@fec 2bH 4Ab  $@@ ; @,  ; @,  (; ,     @; @* ; @*`; @*;  4-@f/ b, H  : `h`@`a @D@fbH 20,a 2+, @f `h@ , + @*  7@ec b`x:@e b:`h`@@D@eےbP 20,a 2+, @eۢ `h@ , + @*  7@ec b`x:@e b:`h`@k@D@ebX 20,a 2+, @e `h@ W, + @*  7@ec ``x:@e `:`h`@6@D@eqb` 23,a 2., @eq `h@ ", -+ @*  7@eUc ``x:@eP :`h`@`hU @D@e9bh 2:,a 25, @e9 `h@ !, + @*  7@ec b`x:@e b:`h`@`ha@2  a@D@dbp 2@ 7@dc `x:"@d :"D@dbx 2@ 7@dےc @d :"D@dВb 2@ 7@dȒc `x:"@d :"a Ц "aD@db 2@ 7@dc `x:!@d :!D@db 2@ 7@dc @d :"D@db 2@ 7@dc `x: @d} : D@dqb 2@ 7@dic @dj : D@d^b 2@ 7@dVc `x: @dS : a ^ ["aD@d@b 2@ 7@d8c `xa: @d5 \: D@d)b 2@ 7@d!c @d" I: D@db 2@ 7@dc `x: @d  : a  "aD@cbȀ 2@ 7@cc @c : 0D@cbЀ 2@ 7@cݒc `x: 0@c :!D@c͒b؀ 2 @ @c̦:"(D@cb 2 @@c 8`D@cb耢 2 @@c 8`D@cb 2 @@c 8`D@cb 2 @@c :!:!D@cc 2 @ @c:!D@c}c 2 @ @c|:!D@cpc 2 @ @cu~"cXD@ccc0 2 @ @chq"cPD@cVc@ 2 @ @cUd:#xD@cIcP 2@[""$D@c@cX 2@R""$D@c7ch 2@I""xD@c.cx 2@@""xD@c%c 2@7"",D@cc 2@."",D@cc 2@%""\D@c c 2@""\D@cc 2@""`D@bc 2f@! 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H  bH@* $ HbH@49!* @b!@,`H`"H@:@ #bHE@b`@ 2@!#`  bH@*c $#`bH@4!* @b@,```"H@ " bHE@a P@aɐ ա,  P X h  ` 4M4j ,ƍ:-: :a:af&ff:cx :`/ :b(: :  ERROR : Cannot have advanced noise model with CGinversion ERROR : Known training noise levels can't be optimized 㿐"( "<   $N@ay"8@a_ "x  " N@am"x@aS WARNING : suspected precision limited reached X%H!@aG h#@aD`"P  @*i b`:" h 6!  bH ' @4bHbH@a ?@a ,  "  "  "  "  " `@bHbH h$bH!"P@) "P@) "P@) "P@) ! @) ' @) 'Ԑ   @)Ԗ    @)Ζ    @)Ȗ  `h '9'"H   @ @`"H@`@@` ;`x;cx, @B:@x;`x;cx@ąĐ:@j;`x;cx@D  w:@` D   6"$@ …ƅ"``:` `  :@@…ƅ"`::@@…ƅ"`:::@@…ƅ"@:@: …ƅ"`:`: …ƅ"`:`: …ƅ"` ` :  ` `: `@V  @. @,  Av"H@_``@ 7"H  @ *`@!H ,`  $`@` ; `@(;`(@;`@(;`@* ;`@* ;`@* ;M  2 `ȑ*  *  $  ` < @ : @ :   @ : @: @:  @ :  ; `4L;  $?`  *  @  $ @BB D@B@ B`D@B@ B`@ D@ @BB BDB BDB BDBD` @   `  ;` N"##@@_4? ?@7Y!,` ``, @ : "HM  hB"H!"P@( "P@( "P@( "P@(  @(   @(    "P@(Ș 㿐??@@ȁB 㿈??@@ ?@@  ЁB ?@6聡 a%d 㿐"\ -⦐ Q@^aQa@^ h @3)%/-"H @$ 4"H"H@^?@^x, @?@?@^ $"H"H`@ h`@"H`h @%/ -)'H@^bh@^` x,  @^bh`@H%H!@^O h-@^L h'@ x*`@ `)@^I##` H@^8 h@^6 ha @ x*`@ `@^2#` Z @4/H  @ H@^ h@^H h`@^   x,  @^ cH` @H `@H`  @4%)'/ -"H@]h@]"Hh @]ݠ  x,  @]ܒc` @"Ha( @!3%1/-) bH@]h@] hḔ ` x,  @]#(`@$bH"H!@] h@]` ha !(@ @ `x*`@ `@]c@]c@]@]㿐 h !+/-bH@]y bH@ )x, B?@> `"H@:@ hbH%f %f 㿈U'!x!̏   @ F "X ᐚ @49` 萌 ,`  $` ; +`@`;+``@@;+`@;`* @;`* @;``* @@;`@Ś    1 @%  @% bX @+ bX@)!@\b  @% @r` !/ @5?腠@耤@<   @k  !ؚ  &&@ 4O bX `$  $ `DD  ;@ DD`;@ DD`@$;@ DD;@DF;@DF;@DF`@  ; @`!Rc0@\v  耤@@\mcw @\j@\S h` /+; 9  h ## bHbH''@\@  bH j? b   x*` B?@=j?b `  !?ȅ @ȉF@B ā ?ؑ @?!耢 ` *   @@ ?@44؁ ȁ 葢@?!耢  ` *   @@" B?@>? @4؁ ȁ 葢@?bH`b   @4" B?@=?  bH!葢 B?@< @?bH@[h@[``xБ* @ DBhZ=bH@[h%@[h `x*   B!쀢 ,=!( 4'bH@[h@[}hax @@*` @ `,  B`*    BB!( >` 㿐  >>  @@ BB> `"H!@[; h@[8` ha (@ x@ *`@`D>"| &&  >`h % #5H@[ h@[ `x* @B> h H%H1@Z h#@Z` h x*   D>!쀢 /!( )% H@Z h@Z h`x  *  *`@`, @DDD>!( H 耢 %*     $` ? ; ;  :@ :`  :`   :`` "X1 x@&   @@ B> ` # Line minimization %d, from (only adjustable params are given) %8.5g %2d %9.5g 㿐U"@Zl @: %U     @ZZ  ? @ZR` ? @ZJ`@4 @ZA`  @Z=  @Z9  @Z4 @$@Z.# Ѐ E"Q@ZaUc@Z4 %U.   @Z  @Z @Y @Y  @Y @Y @Y $@Yc@Y minimized value : maximized value : %11.5g # %11.5g  Ѐ  'D"@Yb@Y! @"N "a @"I "b8 @"D "a!"H@"> @ =H!" ?H'h 'l 'U#'!'!P#P "H'pU'`   #`(%`H  $     <   `:  `:) `:  `:  `: `: ޘ "!   ! @"  @ $"@1/-!'+)H@Y h@Y haؐ !(@ x,` @ *`@` `!@ : !xa8L'$ #XX p#\@#`#d[ax@ d"t`p@)!@H$ `p#\#`#d["t!x@ L"4@L  'D@9!"p? V@Xɐ!P"p  V@X!h"p V??!@X Ѐ "Q@Xa@ Va@X@X #Optimized inputs : %11.5g %11s > fixed < 㿐W@Xbh@X{cW@Xwbp @Xp`bH+%W)  c`,  `@ H,  @XXH c`@XOc @XH`bH'#W5W3W `,  b@X5Hb@X0bH `@X'cWARNING: negative predictive variance %g : %f 8'"H?'Ԙ    ``*   H*` "  :  :    @ @: `  ܄`: ` `! 4;!#@   +萈,   $  ;  ,; ,; , ; * ; *`; *; ! $Ѥ !"    '!bHZ1 9  #`.@ IH  C`  `h ?a( H@WY?''H@ v b   x*` B?@8??b  ? ?B !JJDƅ"?ș Ba耢   *   @@ ?@/J?ȁ ΁ 腠@?a耢  `  *   @@" B??@9?? @/'ȁ ΁ 腠@?!:H@ b ,  ?@/" B腠?@8 ?H`h@V?@V``x* @  * @   FN*D[a@腠D?@7?H`h@V?@V``x* @ Ba耢 N  * @  ‰ F! ‰$#@B':  * @  " B#@?@8? B@8? @ F! ‰$@B<@`h ?!쀢 H@`h@VC@V@``ha @x@ *`@ `DD<` 耤ê`H"8aŖ  ??=? @.E?"HX@V `8"H L)+%#Ԧ #`.@ "9a `*+   9c@ b8  $   ` B  J  B B  BB    @ BB ` BB ` BB ` BB   ` !쀢 % !"H? h@U?@U` ha @@x*` @ *`D.@ BD   B!c@     $ @ B B  @ B@ B `@ B@ BƠ  `@ @ B B B B B B B BƠ    Bl  *bp l"B  lbp l"D lbp  l"DJBc>@ lbp  l" B J-DR>@ lbp l""čFDBLJF<>@ lbp l"aHD"BDLJB$>@  lbp l董 ( bp -葢 đ( Fą" Dč&BF>@"H!P a '  @`@@T` X@T hy = %g, sigma = %g; objective = %g p"H=`    ``*   H*` "  :  :   @ "@: `  `: ` `" ! ې !"8ᨔ!  ?? =? @,c?"HX@T+`8"l  "p """l "p  " B"l "p %`"DDD腠D?"l "p %`"DF腠FBm?"l "p " ?@,"D/D"l "p " ?@+"DD"l "p @0B%`D艡 Dą"B%?"l "p @0 D%` B腠B ‰$D ?"l  ?`?؀` #\[@Sp"P؁ Tpros {spec} [optional arguments] Version %s 6.2Optional 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 㿐\@N#0\#X\@Nch\@N#p\@N#\@Nސ#\@Nې#\@Nؐ#]@NՐ ]@NҐ H]@Nϐ `]@N̐ ]@Nɐ ]@NƐ ]@NÐ!]@N!H]@N!x]@N!]@N!]@N"]@N"@]@N"h]@N"]@N"]@N"]@N# ]@N#X]@N#x]@N#]@N#]@N#^@N ^@N (^@N P^@N ^@N ^@N ^@N~!^@N{!0^@Nx!X^@Nu!^@Nr!^@No!^@Nl"^@Ni"8^@Nf"h^@Nc"^@N`"^@N]"^@NZ#^@NW# ^@NT#@^@NQ#`^@NN#^@NK#_@NH _@NE H_@NB _@N? _@N<!_@N9!P_@N6!_@N3!_@N0"_@N-"P_@N*"_@N'"_@N$"_@N!# _@N#X_@N#_@N#`@N `@N 8`@N h`@N  `@N  `@N `@N!`@N!H`@M!h`@M!`@M!`@M"`@M"P`@M"`@M"@M#`@M#`@M#(`@Mߐ#P`@Mܐ#x`@Mِ#`@M֐#a@MӐ a@MА 0a@M͐ Ha@Mʐ a@Mǐ a@MĐ  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 㿐b@L{!b@Lx!b@Lu"b"H\@Lpchb"X@Lkbpb"p@Lf`b"@Lach"P b"@LWb"d b"@LMa"T #b"@LCab@L@"!b@L;# b@L6#(bbH@L2#P hb@L-#x b@L(#@L%#!耢 2b@L#bH 4'%⨓,   ? @LbH $@L#@L#"d 2Yb#@KcHc@K !"<  c@K @"`c@K H"<  "@ 2c@Kݐ p"<  "@ 2c@KА x `c@Kː ! c@KƐ c@KÐ "D 2cc@K c@K!c@K!"H 2cc@K @K!@K#"h ~!c@K!0!"(  c@K @ Xc@K!X"hc@K!"( 2c@K p"c@K!c@K|!" 2cc@Kt c@Kp!c@Km!" 2cc@Ke c@Ka!c@K^" " 2cc@KV c@KR!c@KO"H" 2cc@KG c@KC!c@K@"p" 2cc@K8 c@K4!c@K1"" 2cc@K) !@K%!!@K"# c@K"@K#㿐"H!@K h@K` #`!  h!( @@@ @`b(`"@"<  ! X `@ғ*`"b@  X `@ʓ*`"a !"x `@`"a "x `@`"a8"x @Z`"`P"x @T`"b"x @N`%,`#"8`@E "`А "x `@`"`ؐ "x `@`"a"x @/`"`"x @)`"`, 2&"x@  "`"x@ "`"x@ "`"x@ "ah"x@  "aX"x@ "a`"x@ "`p" $  `! @L`"`  !"H@D "H ?ĉ$"ap? @"{ :""t !"H@J5`h@J2` @  "a   #bH`@"`   @ "a0   @ "ax   @ "bXbH@ b(` "   @ "a%d   ` bH@ "aH @ &  @ &  @~ &d  "X  @q & "< %"@ "d   ` @ "b@W b8`" `@M "b@H "b@C & @? "` @:"`x#bH@4 "abH@/ ! `"@& "a  @ `") !x*`@:`" 2 h@IsbH@Ip`@ "b @ߐ "bxProblems 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 %9s %9s rangecentre%9.4g %9.4g %d 㿐! @I` "Hfc@I  @H ` @/'4-% ء,`@I x  `@H B: 耤@@H"8 '!! @Hܒ` "Hfc@H֔ @H `` @ '%4‗,`@HӔ  ``@@HÐ!#h@H`2 "Hfc@H#h@H "H`1! !2F##1_`!F1_`*`  $: ; : : : : :  4  ::@: :`: :`: :``     <1-7453 "H @4#/,`@Ho @ -:@a@ ):@H`@;a"H *` @ @:`@H>bH ''#+f a,@;a ᠐c8@H(;aa@B;a ȉ$"H:@:"d J !#H@H`2 "Hfc@G#H@G  ` 39/74531"H @#,-H,`@G H@ĉ"#a@ `"  :@H@ `"H@Gǐ !P f#`@G" ff@G#@G#!P &g@G g (g`8g@G@bH )'#g !မ,   ? @G`H"H!@ h 5+731/H - ` 4H,H@G^??`@GZ``@GS'"( Baą"?@#x,`:@ p`" ` 1'"? `  @# *x  $` x,`:@`5`@G'"( Baą"?@#sx,`!:@ ` $ x,`:@` ` x,`:@` pHHe` h YH  B?"H!@F h@F` ha (@ x@ *`@G:` $ !ؐ*  $@  F@ `B@ `@ B@ B B B B` @  "H! h@Fu?@Fr``腠…" ha (@ x@ *`@:`  4*+)!%#"H h@FN?@FL, ha (aؒ@ x@ *` @` ?@q @`h 4+ )%#bH h@F!?@F `腠…" h x* :@ ? "H!@F h@F` h `x*  1:  "H!@E h@E` h `x*  : "H!@E h@E``x* ؒ@ ` B h *  :  Z)vߔ6u ??@"2"H! h@E?@E` h @" "H! h@E?@E` hА `x*  %: #)'H!@E h#@E`%x* А   B?@!H h@Ev?@Et` hȐ x*  : ) xvߔ6u ? ?@!!"H#`h@ES?@EP`"H @EJ `h   x*  M:  @! !"H#`h@E1?@E.`"H @E( `h   +x9,!"H#@E`h%@E'* xȐ  D?@!"H`h@E?@E"H @D `h   x*  : !쀢 0!( +#)!%`xБ,@J?@&"H h@D?@D* `xؒ@ `H ha @@H*`!(@ :` ERROR - default prior not available for polynomial length scales Length scale prior (%d,%d)(mean,sd) : %-6.2g %-6.2g Length scale offset prior (%d,%d)(mean2,sd2) : %-6.2g %-6.2g Length scale prior (mean,sd) option discontinued Length scale prior (%d,%d)(mean,strength) : %-6.2g %-6.2g a=%-6.2g, b=%-6.2g ERROR - default prior not available for polynomial noise model Noise level prior (mean,sd) option discontinued Noise level prior (CBJ) option discontinued Noise level prior (mean,strength) : %-6.2g %-6.2g a=%-6.2g, b=%-6.2g Theta1 prior (mean,sd) option not available Theta1 prior (mean,strength) : %-6.2g %-6.2g a=%-6.2g, b=%-6.2g Theta2 prior (mean,sd) option not available Theta2 prior (mean,strength) : %-6.2g %-6.2g a=%-6.2g, b=%-6.2g Linear term prior (mean,sd) : %-6.2g %-6.2g Variable Mean prior (mean,sd) : %-6.2g %-6.2g p!  h 1/-"H |,  73a@ 3k@C!@C a:@@`k#\@!@C  k"0#\@C;a !!! 2k@C{"p@Ca "#? ƅ"!P:`:k@";`?#\@CW;h"H  h~!`Q 3a" k@C8"@C ?:"a"  `!!Ѝ BF!$k@C#@@C %`"k#x@C?3a? …"F!Pb ;b:";`k?#b@B#\!`53a  `!ȍB !2k@B#@BƐ  $%3a? …"F!P` ;`: ;`l? (`@B#\!`73a  `!!ȍ B !2l@B x@B  $%3a? …"F!P` ;`: ;`l? `@B#\" ;3a 0 ( $%!`耤; 0#  aؓ, @? @ 腠& ?@:!!P   0 4!!l@BG " q3a! [$ 耢%% !ؐ*  $@  F@ `B@ `@ B@ B B B B` @  `'…" 3a@:!' a,@ ?@? 񍡈@ 腠& ?@:"!P " !!""l@AԐ!0@Aѐ#randfilerCan't open file of random numbers (%s) - please add a symbolic link to your current directory Error reading file of random numbers (%s) 㿐% (#nan@Aa2 "Hna@Aa@Ax " !@A!!" "Hnb @A{a@Ag  "`Ȑ @$㿐! # .c  ȕ> $4 @Af4 b* c@A\4 $ @Asc,Ȓc@AQ$ @Ahc* Ȓc@AE$ @A\c* Ȓc@A9$ @APc* cȤ@A,$ @ACcа㿐! u" ȁ㿐! i ȁ㿐! !] @A b Ȇ  b *  @  b @ *@ :  * b`' @@  * @ N @  *@    #@    "``` ""` 1  ȓ(@` "`(㿐'b 㿐'bBb  㿐'@B'㿈 6K$%`$  $ @`@@ B@`@@ B@9B@@ #`@9B@@w 9B@@p 9B@@i 9B@@b    @@V?  @           @@1㿈  S p`'  $ @+"@@` B@+"@@ ` B@+"@@B '`@+"@?B +"@?B +"@?B +"@?B ސ   @??  @  "      p    @?㿀?(艡 B??@!?@ޒ0 B+B @?@  @㿐?@㿐8@ B?@!e@"H?聫"P  "P蝣P??"PН.?@O?k@"X聫 `!"P衤"`腣B"h??ec?"PЅБ B؅ȅ"+B D !??@? !"p΍ BF"xF F ʉ$" NHHL"PLā ??@8?Ν.?@0? @Ɓ@ "9 *聪9*)0+㿈Z !T?聠@"D  mac_it %d of %d : gg = %6.3g tol = %6.3g: (step %9.5g)Restarting macopt new line search has inner prod %9.4g Setting rich to 1; Restarting macopt (2) Reached iteration limit (%d) in macopt; continuing. x'    @ʨ$ '  @Ģ '  @ '  @ '  @'  @' ƀ@  ' !⠘ 4-'`   $@`B  J@B` B@BB `@BB BB BB BB  '…"+B @3 (?@? ( ? x *+#\q " ?@=? h   p l? "   @a ( ?q@=#0;@l? ?耢 # ( q#@=? ( q#@=?   聫 $  "Hƀ? "Hq@=_c ⠀`$< ʒ `.`  $ @`BD H@@BD`F@@BD`@ F@@BD BFD BFD BFDF` @   ʙ,,⠘ 4|``9 $ $#<` BH<<`D` #:@ BH:@:D `#:@ BH:@:D Ā?`   @#;@ BH::`#D;` BH: :`#D;` BH: :`#D;` BH: :D ` ` Ą   ɐ ⠁ * (  +"Hqc8?@8؁4)sP腤 B?#\@" ( !;`졠,-#\#?@;?+b ;8&?8`@?8+b?8@6#bHsc@:?#\  @ !()bHsc?@:?+bЁ $  +bHsc?@:? &$+b  &+b؁  ?)؉Lĥ2 ę,P?腣 R !B ,A  )  @ B>   B B()B  N: @B;B B()B J:  @B; B B()B J: R   @@B8@B BB():  @`B8`B BJB(): @`B8`B BJB(): @`B8`BJ B() B ` J`  :H Bx'D >X㿈?\ *+ =  .``$  B B ;  BB:   BB:   4   @ BB:` B B:` B B:` B B `  :  ?耦3 .  $` B B BB B B@ BB`  BB`  BB`  BB `  &' " ("  d" b @" $b" "  " 8" h :@" 녆{b: 0: X: @: `b: @@: P: H㿐   @ܔ  @ؔ  @Ԕ  @Д  @̔  @Ȕ㿐   `  `> Xh`  ./$  ``9    ;?` "@@>@@`?8@`  "@@>@@`?8@`@5  "@?@@98 "` ?``9 8 "` ?``9 8 `  ?`` ` ` @9 8 ӈ & Testing gradient evaluation (epsilon = %9.5g) analytic 1st_diffs difference %2d %12.5g %12.5g %12.5g -------- --------- hd?\ `@'ܐ @?@$ww@8r!w@8o"( ܔܐ ) 腡D?П> 8> Ɖ$Ĵ  w#\#`?@8GX@8\4 ܀R  腡D?П<=<@Ɖ$@wX#\#`?@8@804腡D?П<= < `Ɖ$wX`Ģ`  `#\#`?@7@8 4$ܒ @ @|w@7"xNumerical Recipes run-time error... %s ...now exiting to system... 㿐!"Hx@7a`"Hxa@7"Hx@7a@7 allocation failure in vector()㿐&@ @7ґ* . xې"&@allocation failure in ivector()㿐&@ @7* . xŐ"X&@㿐&@@7 &x"Xallocation failure in dvector()㿐&@ @7* . x"&@allocation failure 1 in matrix()allocation failure 2 in matrix()㿐&@ @7w* . x#@. $ & %x.@@7f,` &ph "&allocation failure 1 in dmatrix()allocation failure 2 in dmatrix()㿐&@ @7?* . yH . $ & %y.@@7.,` &8H "&allocation failure 1 in imatrix()allocation failure 2 in imatrix()㿐&@ @7* . y!. $ & %y.@@6,` &( "&㿐&@ @6* 2. y!. $@&%y@6Ԑ $ސ( "$ allocation failure in submatrix()㿐\& @6* /`y"h@&.,`.`.@`@" '@`㿐@6㿐.`@6㿐.`@6㿐& .`...`@66.`@6㿐& .`...`@6r6.`@6l㿐& .`..`@6`6.`@6Z㿐& .`...`@6M6.`@6G㿐.`@6Aallocation failure in convert_matrix()㿐&@6,,' z4 .` 8$@ .  &&@  `*`"&@@`*`"&@@`@*`"&@@*`"&`@*`"&`@*`"&` @`㿐.`@5Singular matrix in routine ludcmpLUDCMP has impossible value of imax. Conjecture that matrix a is Infinite㿈? $- j>  - @4O- `%  $ @ "`"#`@ "`"#`@ "`"#`@4(-@ "= "# "= "# "= "# " "#`@$- B-z!i?ȅ" < @8   6P-  C  ? !   $   B   @  B `@  B˜ `@ @ B` B` B`  B–`  : -@\,`,` B   !   $   B   @  B `@  B˜ `@ @ B` B` B`  B–` &': D $% ?@z" @V 4N- `#  $ `: :`*@::@*@:(:@*@::@* @::@* @::@* @::@>- =@$-D@-:"-`  $, @ B` : `@Ϥ 㿐 @ _  #` (H>8`@ H   ( >/  B¸ >@H#>@ ( >` /  B¸ >`H#>`` `@  @(`(` `  @/ D¸  …"?`?@Too many iterations in tqlih @(  `  $@`` >`@`:`@`@:` : :@ `:` @ :``    .$>@? 23 , ,@"`$D$B B`  2|#P9?@B ™,,-? ?@?ؑ,ȉ؁  @ ! B : ,>@ !……"B"#c *c@+,`B,-?؍ B?$%????@[?=  PБ ( * ̉ JHFB@ @NƘ {: 9 $ $@B  DBD:  BĒ :@B  DBD: @ BĘ `: @B  DBD: @ BĘ `@:  B  DBD: @ B: B  DBD: ` B: B  DBD: ` B:  B  DBD: `  BĘ `: ?@U? P,`>>@>@2x`.`.`+c(, - 4/+    $@ "  L@ "`B@ "B`@ "B "B "B "B +c( Bk 4X+ )  $ `ȅ":`` D F*@ȅ":@@ DF *@ȅ":@ @ D-F *@ȅ":@ @* @ȅ" D:@ @* @ȅ"F D:@ @* @ȅ"F DF:@ @ DؙF+c(,  +=L+L @ ,-???@ ? @ ,-???@ ?腢 @@ +c(=, @c:@  ̅"+c(:5(   $@  B @@ @ B`B@ @ B`@ B@ @  BB  BB  BB  BB` @   4 ̚**@  BD` ̅""8DBL x&(@JĖ b; -(  $B` BB `Ĕ  :`B@ BB @ Ė:@ B@ BB @ Ė:@ 3B@ BB @ :@  B@ BB @:@ B@ BB @:@ B@ BB @Ė  :@=,  ==?Q   >> ? ./F  +c( ?   ,   $   B  @@  B`B@  BB`@ @ BB` BB` BB`  BB`  4C  !  $   BĔ  : B Ĕ:  B Ĕ:  B :  B :  B :   B Ė: , x+@ +>@c0>:    $ @   :;@(`:;@(`:;@(@:;`* :;`*`:;` *`:;`"㿀?(?& ȉ$8 B: 艡 D@B@+D @3* @?@ ?# @8D Ɓ D: 艠 @@B@+D @3 @?@ ?@$%MAXITS exceeded in newtH''Ԑ q      !$!"!"!@cH @N? `%!  $ @ "`"#@ "`"#@ "`"#4(@ "= "# "= "# "= "# " "#$cP !\ cH +4YF&' `(  $ @ F:腠BF`@D:腠BBD`@D:腠BBD+`@D:腠BBD D:腠BBD D:腠BBD D:腠BBDڐ +F @3'?@ ' :  : cX B?! ! cX B?ȴ 9#!cp!ܖԟ@?`L! .`cH`>`   .`  $ @ D  F@ D`B@ DB`@@ DB` DB` DB`  DB ` ;@`@$`U `.`  $  <:: `:@ :`  :`   :`` `. !`.`  $@  =`@ :@`@ :@`@ @@ : : : ` @  : ?k#\#`#l #p#d#h@cH N `%!  $ @ "`"#@ "`"#@ "`"#4(@ "= "# "= "# "= "# " "#$c`@ )'@@ ' ch BcH<`< "#` `C.` * $ "# "< <`Fą""#"#"< <`Fą""#"#"< <`Fą""# 4U"#@"< <`Fą"= "# "#`"< <`Fą"= "# "#`"< <`Fą"= "# "#`"< <`Fą"` "#  cx  )  '@!ǔ Ô    Θ 0cH 4 `N  2 $@  "#&'< <`ą" "#  @@"#&'< <`ą"`"#@@"#&'< <`ą"`"#Z @"#&'< <`ą" "#`"#&'< <`ą" "#`"#&'< <`ą" "#`"#&'< <`ą" "#`  c  R$^ Roundoff problem in lnsrch.8?\` dhlp?,$    $@`B  D@B` B@BB `@BB BB BB BB  +D @3 ??@? ! 4 1 ĉ$ `  $@` B` ?`@ B :@`@ B :@` @ B:` B: ` B: ` B ` :   $4  .   $@ ` B R@@ B`B@@ B`@ B@@ BB   BB   BB   BB` @      @.  ( $@`"#`": ; ą"`"#@"#@": ; ą"`"#@"#@": ; ą"`"#@ 4Q@@"#": ; ą"= "# "#": ; ą"= "# "#": ; ą"= "# "#": ; ą" "#` @  ƅ"?ؘ ?    $ @` B`B  >@ B@B :@`@ B@B :@`@@@ BB:  BB:  BB:  BB   : ???@?> + %  .   $@` >@:@`@:@`@ 4 @@@:`: `` : `@ ` :   $ BR腦B ~ B# R؉3҅B [4؝ P‘Α(ЅRȉؕV™ ʙ,7F΅" D ʉ$֑̑ Ƒ(D Z&3F +4F B R +9 D#h??o? @ ????@?@ȩ4 B 0"#01B: ?? : 45"#㿐!!a#a!c $Z $%*  (a  $ @ D:腠BDF`@ F:腠BBF`@ F:腠BBF`@ ,@ F:腠BBF F:腠BBF F:腠BBF F:腠BBF` @ ڐ cȁ @Error 1 in TRIDIAGError 2 in TRIDIAG㿈 `ЁH"`ƅ"`m?    `-/`!Ɖ$=` D`ЁH ?   Bąƅ"  E? @ @@Ɖ$>@D@ЁH#m?? Bąƅ"<Ɖ$>`D`ЁH`S?  Bąƅ"  `<Ť`*`  D?`?? 㿐&@ @(* .  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M]F 9]Q#l]\  ]_ ]c0Xh]k0<d]s1EP]{ j]E] 2]d] ]e^l]M] Y] Y] 1]_d˜] 0] 0] 0] 1]&-8^  ^2T^ (^" 0^)L `^5„^@>^G 8^K_^R .@^YI8^^ H^bUE^l P^pIX^~ ,X^@SH^ *|`^ *h^ *vp^ x^ j^ ^ O^a^ ^EB_)B_$E_) 1i_128_9 2^_A2l_I4e@_T4f__ f_f _r3}_} 1>x_ 2J_ 1H_;c0_ P_=_ 2X_ 2`_ 2%h__ p_ x_c`bl` `  `"dt`-PLW`< %`I `N `S a`\ a`e a`n a`w a` a`W/H`e`2` h` ` e`eP`2K8`-֌` .I` ` `)D$`exad"La S-<a aYd=a$ TO<aC 'aZ;ajL`azI@aS+Äac`acaFLaaCLaba\üa]\a]^a<) a?۰b\)b f b %b# b)f8b2 f<b;_!bE8bZ Vb`bn&b|@b b<b2bb2"bcbbbdtb3`b> Hb3 b6ec Tzdc yc tzcbc!2:dc)&5c6&=cC acIfecR`cY wc_2IHcgcbctaac~ebdcb0cac1qacd2cDc2bcdJwc cܠc =cTxPcz@c yc%d Sd Wd*b!{d=b1{dPda__DYNAMICcrt0.oTpros.o_dmaxarg1_dmaxarg2___gnu_compiled_c_initialize_hyperparameters_print_usage_welcome_bannergcc2_compiled._report_input_vector_load_data_dsqrarg_set_up_priors_allocate_memory/home/mackay/gp/harry/Tpros.cint: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;8;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;8;0;void:t19=19__gnuc_va_list:t20=*2_iobuf:T21=s20_cnt:1,0,32;_ptr:22=*11,32,32;_base:22,64,32;_bufsiz:1,96,32;_flag:8,128,16;_file:2,144,8;;sigset_t:t1speed_t:t4tcflag_t:t5cc_t:t11pid_t:t1mode_t:t9nlink_t:t8clock_t:t3time_t:t3size_t:t5ptrdiff_t:t1wchar_t:t9fp_direction_type:T23=efp_nearest:0,fp_tozero:1,fp_positive:2,fp_negative:3,;fp_precision_type:T24=efp_extended:0,fp_single:1,fp_double:2,fp_precision_3:3,;fp_exception_type:T25=efp_inexact:0,fp_division:1,fp_underflow:2,fp_overflow:3,fp_invalid:4,;fp_class_type:T26=efp_zero:0,fp_subnormal:1,fp_normal:2,fp_infinity:3,fp_quiet:4,fp_signaling:5,;single:t12extended:t27=ar1;0;2;5quadruple:t14fp_exception_field_type:t4sigfpe_code_type:t1sigfpe_handler_type:t28=*29=f19decimal_string:t30=ar1;0;511;2decimal_record:t31=s532fpclass:26,0,32;sign:1,32,32;exponent:1,64,32;ds:30,96,4096;more:1,4192,32;ndigits:1,4224,32;;decimal_form:T32=efixed_form:0,floating_form:1,;decimal_mode:t33=s12rd:23,0,32;df:32,32,32;ndigits:1,64,32;;decimal_string_form:T34=einvalid_form:0,whitespace_form:1,fixed_int_form:2,fixed_intdot_form:3,fixed_dotfrac_form:4,fixed_intdotfrac_form:5,floating_int_form:6,floating_intdot_form:7,floating_dotfrac_form:8,floating_intdotfrac_form:9,inf_form:10,infinity_form:11,nan_form:12,nanstring_form:13,;fp_pi_type:T35=efp_pi_infinite:0,fp_pi_66:1,fp_pi_53:2,;exception:T36=s32type:1,0,32;name:20,32,32;arg1:13,64,64;arg2:13,128,64;retval:13,192,64;;rand_state:t37=s32seed:1,0,32;ptr:38=ar1;0;4;3,32,160;state48:39=ar1;0;2;9,192,48;;f1dim_arg:t40=s24n:1,0,32;p:41=*13,32,32;xi:41,64,32;xt:41,96,32;nfunc:42=*43=f13,128,32;func_arg:44=*19,160,32;;df1dim_arg:t45=s24n:1,0,32;p:41,32,32;xi:41,64,32;xt:41,96,32;ndfunc:46=*47=f19,128,32;func_arg:44,160,32;;dmatrix_family:t48=s32n:1,0,32;m:49=*41,32,32;in:49,64,32;lu:49,96,32;indx:50=*1,128,32;det:13,192,64;;cggq_args:t51=s16n:1,0,32;b:41,32,32;Afunc:52=*53=f19,64,32;Afunc_arg:44,96,32;;macopt_args:t54=s168tol: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:13,384,64;linmin_maxits:1,448,32;linmin_g1:13,512,64;linmin_g2:13,576,64;linmin_g3:13,640,64;lastx:13,704,64;lastx_default:13,768,64;do_newitfunc:1,832,32;newitfunc:55=*56=f19,864,32;newitfuncarg:44,896,32;gtyp:13,960,64;pt:41,1024,32;gx:41,1056,32;gy:41,1088,32;gunused:41,1120,32;xi:41,1152,32;g:41,1184,32;h:41,1216,32;n:1,1248,32;restart:1,1280,32;;working_memory:t57=s16k_p:41,0,32;v:41,32,32;v2:41,64,32;tempc:41,96,32;;control:t58=s4D:41,0,32;;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:t59=s8u:41,0,32;verbosity:1,32,32;;max_beta:G13max_gam:G13max_itmax:G1main:F19argc:P1argv:P60=*20i:r1j:r1k:r1l:r1tint:r1tint2:1wm:57c:58temp1:13temp2:13temp3:13temp4:13temp5:13d:13pred_err:13test_err:13train_err:13fp1:r61=*21C_hyper:F19i:r1j:r1k:r1tint:r1tint2:r1temp1:r13temp2:r13w:41macp:54param:59mac_func:F13w:P41arg:P44i:r1tot:r13temp1:r13tempa:r41tempb:r41mac_dif:F19w:p41dM:P41arg:P44i:r1j:r1k:r1l:r1tr:r13log_data:r13tempa:r41tempb:r41tempc:r41load_hyp:F19file:P20i:r1junk:62=ar1;0;199;2fp1:r61save_hyp:F19file:P20i:r1j:r1k:r1tint:r1fp1:r61mac_inter_C:F19i:r1j:r1k:r1l:r1tint:r1temp1:r13temp2:13temp3:r13temp4:r13temp5:13mac_inter_dif:F19w:P41k:P1i:r1j:r1l:r1tint:r1temp1:13temp2:r13temp3:r13temp4:r13expon:r13difexp:13prod:13difprod:13LU_invert:F19E:P49F:P49n:P1d:13i:r1j:r1LU_apply:F19E:P49a:P41b:P41n:P1d:13i:r1j:r1LU_stage1:F19a:P49n:P1inx:P50c:P41v:P41i:r1ii:r1ip:r1sum:r13LU_stage2:F19a:P49n:P1inx:P50b:P41v:P41i:r1ii:r1sum:r13CG_invert:F19w:P41u:p41itmax:p1i:r1j:r1l:r1N:1temp1:r13temp2:r13temp3:r13tempa:r41tempb:r41tempc:r41tempd:41lbound:13ubound:13uu:13bounds:F19w:P41w2:P41u:P41lbound:P41ubound:P41temp1:r13CG_func1:F13w:P41u:P41i:r1j:r1tot:13tot1:r13tot2:r13tempd:r41tempc:r41CG_func2:F13w:P41u:P41i:r1tot1:r13tot2:r13trace:F13w:P41u:P41i:r1temp1:r13noise:F13a:P1temp1:r13prior:F13w:P41i:r1j:r1k:r1tint:r1tint2:r1temp1:13dif_prior:F19dM:P41w:P41i:r1j:r1k:r1tint:r1tint2:r1w_con_in:F19w:P41i:r1w_con_out:F19w:P41i:r1PL_setup:F19i:r1j:r1fp1:r61PL_calc:F19a:P1i:r1j:r1temp1:r13PL_poly:F13i:P1j:P1k:P1m:r1tint:r1temp1:13L_setup:F19i:r1j:r1tint:r1L_calc:F19a:P1i:r1j:r1tint:r1ris:F19file:p20D:p41i:r1j:r1c:r1junk:62fpp:r61temp:13c_line:F19argc:p1argv:P60D:p41i:r1j:r1k:r1defaults:F19D:P41err_catch:F19ls_error:F19i:r1j:r1k:r1l:r1tint2:r1nr:1dM1:r41dM2:r41w:r41gr:r41d:41e:41H:r49H_inv:49H_temp:r49temp1:r13param:59sigmoid:F13x:P13difsig:F13x:P13T_return:F19w:P41n:P1arg:P44i:r1j:r1k:r1tint:r1fp1:r61ls_calc:F19l:r1k:r1tint:r1sample:F19i:r1j:r1k:r1EIG:r41e:r41fp1:r61find_row_of_covariance_matrix:F19kappa:P41k:r1j:r1m:r1tint:r1temp1:13temp2:13temp3:r13temp4:r13temp5:13factor:13find_predictive_mean_and_var:F19Cinv_t:P41kappa:P41mean:P41variance:P41scratch:P41i:r1state_printer:F19w:P41its:P1arg:P44i:r1fp1:r61n:r1maxim:F19i:r1ivary:r1w:r41temp1:r13macp:54param:59fp1:r61report_input_vector:f19fp:P61w:P41comments:P1i:r1max_dif:F19w:p41dM:p41arg:P44i:r1j:r1k:r1m:r1n:r1tint:r1temp1:13temp2:r13temp3:13temp4:r13temp5:13factor:r13max_func:F13w:P41arg:P44temp1:13temp3:13temp5:13verbosity:r1print_usage:f19welcome_banner:f19i:r1allocate_memory:f19wm:P63=*57tint:r1load_data:f19fp1:r61i:r1j:r1tint:r1temp1:r13temp2:r13initialize_hyperparameters:f19c:P64=*58i:r1j:r1k:r1tint:r1temp1:r13set_up_priors:f19i:r1j:r1temp1:r13temp2:r13dsqrarg:S13dmaxarg1:S13dmaxarg2:S13k_x:G49t:G41ok_x:G49ot:G41C:G49C_inv:G49C_temp:G49C_LU:G49dif_C:G49log_det:G13lu_col:G41hyp:G41n_vec:G41ntdat:G1ninter:G1nh:G1nsig:G1nhidden:G1ntrace:G1ngauss:G1nlin:G1npoly:G1SEED:G1CG_opt:G1CG_int:G1CG_max:G1nw:G1nwb:G1N_max:G1gridx1:G1indx:G50pk_x:G49PL:G49root2tonh:G13stuff:G13kth:G65=*50mac_h_tol:G13mac_k_tol:G13mac_h_style:G1mac_k_style:G1mac_ep:G13verbose:G1Mran:G49Mtemp:G49A:G49bnd_percent:G13ws:G41mod_g:G41g:G49h:G49gs:G49hs:G49gam:G41lambda:G41gams:G41lambdas:G41hAh:G41Td:G41Tl:G41Tu:G41Td2:G41Tl2:G41Tu2:G41L:G41Lscale:G41Loff:G41Lhidden:G41Lfact:G13specfile:G62gridfile:G62igridfile:G62datafile:G62idatafile:G62rbffile:G62outfile:G62hypoutfile:G62hypdump:G62hypinfile:G62maxout:G62Cinvtfile:G62wavel:G41gamr_a:G49gamr_b:G49gamr2_a:G49gamr2_b:G49gamn_a:G13gamn_b:G13gamt1_a:G13gamt1_b:G13gamt2_a:G13gamt2_b:G13gaussl_m:G13gaussl_sd:G13gausst0_m:G13gausst0_sd:G13ls_e:G49ls:G41mk_p:G41mv:G41mv2:G41mls:G41max_kx:G41max_include:G50mdk_p:G49max_log:G1max_logfile:G62Ivary:G1rand2.o_initialized___gnu_compiled_cgcc2_compiled._state_initialize_rn_state0/usr/export/home/mackay/gp/harry/ansi/rand2.cint: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;8;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;8;0;void:t19=19sigset_t:t1speed_t:t4tcflag_t:t5cc_t:t11pid_t:t1mode_t:t9nlink_t:t8clock_t:t3time_t:t3size_t:t5ptrdiff_t:t1wchar_t:t9__gnuc_va_list:t20=*2_iobuf:T21=s20_cnt:1,0,32;_ptr:22=*11,32,32;_base:22,64,32;_bufsiz:1,96,32;_flag:8,128,16;_file:2,144,8;;fp_direction_type:T23=efp_nearest:0,fp_tozero:1,fp_positive:2,fp_negative:3,;fp_precision_type:T24=efp_extended:0,fp_single:1,fp_double:2,fp_precision_3:3,;fp_exception_type:T25=efp_inexact:0,fp_division:1,fp_underflow:2,fp_overflow:3,fp_invalid:4,;fp_class_type:T26=efp_zero:0,fp_subnormal:1,fp_normal:2,fp_infinity:3,fp_quiet:4,fp_signaling:5,;single:t12extended:t27=ar1;0;2;5quadruple:t14fp_exception_field_type:t4sigfpe_code_type:t1sigfpe_handler_type:t28=*29=f19decimal_string:t30=ar1;0;511;2decimal_record:t31=s532fpclass:26,0,32;sign:1,32,32;exponent:1,64,32;ds:30,96,4096;more:1,4192,32;ndigits:1,4224,32;;decimal_form:T32=efixed_form:0,floating_form:1,;decimal_mode:t33=s12rd:23,0,32;df:32,32,32;ndigits:1,64,32;;decimal_string_form:T34=einvalid_form:0,whitespace_form:1,fixed_int_form:2,fixed_intdot_form:3,fixed_dotfrac_form:4,fixed_intdotfrac_form:5,floating_int_form:6,floating_intdot_form:7,floating_dotfrac_form:8,floating_intdotfrac_form:9,inf_form:10,infinity_form:11,nan_form:12,nanstring_form:13,;fp_pi_type:T35=efp_pi_infinite:0,fp_pi_66:1,fp_pi_53:2,;exception:T36=s32type:1,0,32;name:20,32,32;arg1:13,64,64;arg2:13,128,64;retval:13,192,64;;rand_state:t37=s32seed:1,0,32;ptr:38=ar1;0;4;3,32,160;state48:39=ar1;0;2;9,192,48;;initialized:S1initialize:f19f:r40=*21rand_seed:F19seed:P1j:r1rand_use_state:F19st:P41=*37rand_get_state:F41rand_word:F1v:r3j:r1rand_uniform:F13rand_uniopen:F13rand_int:F1n:P1rand_pickd:F1p:P42=*13n:P1t:r13r:r13i:r1rand_pickf:F1p:P43=*12n:P1t:r13r:r13i:r1rand_gaussian:F13a:13b:r13rand_exp:F13rand_cauchy:F13rand_gamma:F13a:p13b:13c:13X:r13Y:r13Z:r13U:13V:r13W:r13rand_beta:F13a:P13b:P13x:r13r:r13rn:S44=ar1;0;4;45=ar1;0;4999;3state0:S37state:S41macopt.o_dmaxarg1_dmaxarg2___gnu_compiled_cgcc2_compiled._dsqrarg/usr/export/home/mackay/gp/harry/ansi/macopt.cint: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;8;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;8;0;void:t19=19__gnuc_va_list:t20=*2_iobuf:T21=s20_cnt:1,0,32;_ptr:22=*11,32,32;_base:22,64,32;_bufsiz:1,96,32;_flag:8,128,16;_file:2,144,8;;fp_direction_type:T23=efp_nearest:0,fp_tozero:1,fp_positive:2,fp_negative:3,;fp_precision_type:T24=efp_extended:0,fp_single:1,fp_double:2,fp_precision_3:3,;fp_exception_type:T25=efp_inexact:0,fp_division:1,fp_underflow:2,fp_overflow:3,fp_invalid:4,;fp_class_type:T26=efp_zero:0,fp_subnormal:1,fp_normal:2,fp_infinity:3,fp_quiet:4,fp_signaling:5,;single:t12extended:t27=ar1;0;2;5quadruple:t14fp_exception_field_type:t4sigfpe_code_type:t1sigfpe_handler_type:t28=*29=f19decimal_string:t30=ar1;0;511;2decimal_record:t31=s532fpclass:26,0,32;sign:1,32,32;exponent:1,64,32;ds:30,96,4096;more:1,4192,32;ndigits:1,4224,32;;decimal_form:T32=efixed_form:0,floating_form:1,;decimal_mode:t33=s12rd:23,0,32;df:32,32,32;ndigits:1,64,32;;decimal_string_form:T34=einvalid_form:0,whitespace_form:1,fixed_int_form:2,fixed_intdot_form:3,fixed_dotfrac_form:4,fixed_intdotfrac_form:5,floating_int_form:6,floating_intdot_form:7,floating_dotfrac_form:8,floating_intdotfrac_form:9,inf_form:10,infinity_form:11,nan_form:12,nanstring_form:13,;fp_pi_type:T35=efp_pi_infinite:0,fp_pi_66:1,fp_pi_53:2,;exception:T36=s32type:1,0,32;name:20,32,32;arg1:13,64,64;arg2:13,128,64;retval:13,192,64;;sigset_t:t1speed_t:t4tcflag_t:t5cc_t:t11pid_t:t1mode_t:t9nlink_t:t8clock_t:t3time_t:t3size_t:t5ptrdiff_t:t1wchar_t:t9cm_inversion:t37=s36m:38=*22,0,32;mo:38,32,32;mi:38,64,32;mt:38,96,32;perm:39=*1,128,32;iperm:39,160,32;i:1,192,32;l:1,224,32;N:1,256,32;;f1dim_arg:t40=s24n:1,0,32;p:41=*13,32,32;xi:41,64,32;xt:41,96,32;nfunc:42=*43=f13,128,32;func_arg:44=*19,160,32;;df1dim_arg:t45=s24n:1,0,32;p:41,32,32;xi:41,64,32;xt:41,96,32;ndfunc:46=*47=f19,128,32;func_arg:44,160,32;;dmatrix_family:t48=s32n:1,0,32;m:49=*41,32,32;in:49,64,32;lu:49,96,32;indx:39,128,32;det:13,192,64;;cggq_args:t50=s16n:1,0,32;b:41,32,32;Afunc:51=*52=f19,64,32;Afunc_arg:44,96,32;;macopt_args:t53=s168tol: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:13,384,64;linmin_maxits:1,448,32;linmin_g1:13,512,64;linmin_g2:13,576,64;linmin_g3:13,640,64;lastx:13,704,64;lastx_default:13,768,64;do_newitfunc:1,832,32;newitfunc:54=*55=f19,864,32;newitfuncarg:44,896,32;gtyp:13,960,64;pt:41,1024,32;gx:41,1056,32;gy:41,1088,32;gunused:41,1120,32;xi:41,1152,32;g:41,1184,32;h:41,1216,32;n:1,1248,32;restart:1,1280,32;;macoptII:F19p:P41n:P1dfunc:P46dfunc_arg:P44a:P56=*53j:r1gg:r13gam:r13dgg:r13g:r41h:r41xi:r41end_if_small_grad:r1step:13tmpd:r13maclinminII:F13p:P41dfunc:P46arg:P44a:P56n:r1x:13y:13s:13t:r13m:r13its:r1i:r1step:r13tmpd:r13gx:r41gy:r41x_new:r13temp1:r13max:r13macprodII:F13p:P41gy:P41y:P13dfunc:P46arg:P44a:p56a:r56pt:r41xi:r41n:r1s:r13macopt_defaults:F19a:P56macopt_free:F19a:P56n:r1macopt_restart:F19a:P56start:P1n:r1g:r41h:r41xi:r41maccheckgrad:F19p:P41n:P1epsilon:p13func:P42func_arg:P44dfunc:p46dfunc_arg:p44stopat:p1dfunc:r46dfunc_arg:r44stopat:r1j:r1f1:13g:r41h:41tmpp:r13dsqrarg:S13dmaxarg1:S13dmaxarg2:S13nrutil.o_dmaxarg1_dmaxarg2___gnu_compiled_cgcc2_compiled._dsqrarg/usr/export/home/mackay/gp/harry/ansi/nrutil.cint: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;8;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;8;0;void:t19=19sigset_t:t1speed_t:t4tcflag_t:t5cc_t:t11pid_t:t1mode_t:t9nlink_t:t8clock_t:t3time_t:t3size_t:t5ptrdiff_t:t1wchar_t:t9__gnuc_va_list:t20=*2_iobuf:T21=s20_cnt:1,0,32;_ptr:22=*11,32,32;_base:22,64,32;_bufsiz:1,96,32;_flag:8,128,16;_file:2,144,8;;fp_direction_type:T23=efp_nearest:0,fp_tozero:1,fp_positive:2,fp_negative:3,;fp_precision_type:T24=efp_extended:0,fp_single:1,fp_double:2,fp_precision_3:3,;fp_exception_type:T25=efp_inexact:0,fp_division:1,fp_underflow:2,fp_overflow:3,fp_invalid:4,;fp_class_type:T26=efp_zero:0,fp_subnormal:1,fp_normal:2,fp_infinity:3,fp_quiet:4,fp_signaling:5,;single:t12extended:t27=ar1;0;2;5quadruple:t14fp_exception_field_type:t4sigfpe_code_type:t1sigfpe_handler_type:t28=*29=f19decimal_string:t30=ar1;0;511;2decimal_record:t31=s532fpclass:26,0,32;sign:1,32,32;exponent:1,64,32;ds:30,96,4096;more:1,4192,32;ndigits:1,4224,32;;decimal_form:T32=efixed_form:0,floating_form:1,;decimal_mode:t33=s12rd:23,0,32;df:32,32,32;ndigits:1,64,32;;decimal_string_form:T34=einvalid_form:0,whitespace_form:1,fixed_int_form:2,fixed_intdot_form:3,fixed_dotfrac_form:4,fixed_intdotfrac_form:5,floating_int_form:6,floating_intdot_form:7,floating_dotfrac_form:8,floating_intdotfrac_form:9,inf_form:10,infinity_form:11,nan_form:12,nanstring_form:13,;fp_pi_type:T35=efp_pi_infinite:0,fp_pi_66:1,fp_pi_53:2,;exception:T36=s32type:1,0,32;name:20,32,32;arg1:13,64,64;arg2:13,128,64;retval:13,192,64;;nrerror:F19error_text:P37=*2vector:F38=*12nl:P1nh:P1v:r38ivector:F39=*1nl:P1nh:P1v:r39cvector:F22nl:P1nh:P1v:r22dvector:F40=*13nl:P1nh:P1v:r40matrix:F41=*38nrl:P1nrh:P1ncl:P1nch:P1i:r1m:r41dmatrix:F42=*40nrl:P1nrh:P1ncl:P1nch:P1i:r1m:r42imatrix:F43=*39nrl:P1nrh:P1ncl:P1nch:P1i:r1m:r43cmatrix:F44=*22nrl:P1nrh:P1ncl:P1nch:P1i:r1m:r44submatrix:F41a:P41oldrl:P1oldrh:P1oldcl:P1oldch:P1newrl:P1newcl:p1newcl:r1i:r1m:r41free_cvector:F19v:P22nl:P1nh:P1free_ivector:F19v:P39nl:P1nh:P1free_dvector:F19v:P40nl:P1nh:P1free_matrix:F19m:P41nrl:P1nrh:P1ncl:P1nch:P1i:r1free_dmatrix:F19m:P42nrl:P1nrh:P1ncl:P1nch:P1i:r1free_cmatrix:F19m:P44nrl:P1nrh:P1ncl:P1nch:P1i:r1free_imatrix:F19m:P43nrl:P1nrh:P1ncl:P1nch:P1i:r1free_submatrix:F19b:P41nrl:P1nrh:P1ncl:P1nch:P1convert_matrix:F41a:P38nrl:P1nrh:P1ncl:P1nch:P1i:r1nrow:r1ncol:r1m:r41free_convert_matrix:F19b:P41nrl:P1nrh:P1ncl:P1nch:P1ludcmp:F19a:P42n:P1indx:P39d:P40i:r1imax:r1j:r1k:r1big:r13dum:r13sum:r13temp:r13vv:r40lubksb:F19a:P42n:P1indx:P39b:P40i:r1ii:r1ip:r1j:r1sum:r13tqli:F19d:P40e:P40n:P1z:P42m:r1l:r1iter:r1i:r1k:r1s:r13r:r13p:r13g:r13f:r13dd:r13c:r13b:r13tred2:F19a:P42n:P1d:P40e:P40l:r1k:r1j:r1i:r1scale:r13hh:r13h:r13g:r13f:r13pythag:F13a:P13b:P13absa:r13absb:r13newt:F19x:P40n:P1check:P39vecfunc:p45=*46=f19fdjac:p47=*48=f19i:r1its:r1indx:r39d:13den:r13f:13fold:r13stpmax:13sum:r13temp:r13test:r13fjac:r42g:r40p:r40xold:r40lnsrch:F19n:P1xold:P40fold:p13g:P40p:P40x:p40f:p40stpmax:p13check:p39func:p49=*50=f13x:r40f:r40stpmax:13check:r39func:r49i:r1a:r13alam:r13alam2:r13alamin:13b:r13disc:r13f2:13fold2:13rhs1:r13rhs2:r13slope:r13sum:r13temp:r13test:r13tmplam:r13fmin:F13x:P40sum:r13tridiag:F19a:P40b:P40c:P40r:P40u:P40n:P1j:r1bet:r13gam:r40dmatrix3:F51=*42l1:P1h1:P1l2:P1h2:P1l3:P1h3:P1c:r51s1:r1dsqrarg:S13dmaxarg1:S13dmaxarg2:S13nn:G1fvec:G40nrfuncv:G45pow.osqrt.olog.o_tbl_log.oexp.otrig.ofabs.oieee_func.oSVID_libm_err.omatherr.orint.o__main.o___gnu_compiled_cgcc2_compiled._initialized.6/usr/local/src/gcc-2.5.2/./libgcc2.cint: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;8;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;8;0;void:t19=19reg_class:T20=eNO_REGS:0,GENERAL_REGS:1,FP_REGS:2,ALL_REGS:3,LIM_REG_CLASSES:4,;machine_mode:T21=eVOIDmode:0,QImode:1,HImode:2,PSImode:3,SImode:4,PDImode:5,DImode:6,TImode:7,OImode:8,QFmode:9,HFmode:10,SFmode:11,DFmode:12,XFmode:13,TFmode:14,SCmode:15,DCmode:16,XCmode:17,TCmode:18,CQImode:19,CHImode:20,CSImode:21,CDImode:22,CTImode:23,COImode:24,BLKmode:25,CCmode:26,CC_NOOVmode:27,CCFPmode:28,CCFPEmode:29,MAX_MACHINE_MODE:30,;mode_class:T22=eMODE_RANDOM:0,MODE_INT:1,MODE_FLOAT:2,MODE_PARTIAL_INT:3,MODE_CC:4,MODE_COMPLEX_INT:5,MODE_COMPLEX_FLOAT:6,MAX_MODE_CLASS:7,;ptrdiff_t:t1size_t:t5wchar_t:t9UQItype:t11SItype:t1USItype:t4DItype:t6UDItype:t7SFtype:t12DFtype:t13word_type:t1DIstruct:T23=s8high:1,0,32;low:1,32,32;;DIunion:t24=u8s:23,0,64;ll:6,0,64;;func_ptr:t25=*26=f19__do_global_dtors:F19_exit_dummy_ref:G27=*1__do_global_ctors:F19__main:F19_exit.o___gnu_compiled_cgcc2_compiled./usr/local/src/gcc-2.5.2/./libgcc2.cint: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;8;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;8;0;void:t19=19reg_class:T20=eNO_REGS:0,GENERAL_REGS:1,FP_REGS:2,ALL_REGS:3,LIM_REG_CLASSES:4,;machine_mode:T21=eVOIDmode:0,QImode:1,HImode:2,PSImode:3,SImode:4,PDImode:5,DImode:6,TImode:7,OImode:8,QFmode:9,HFmode:10,SFmode:11,DFmode:12,XFmode:13,TFmode:14,SCmode:15,DCmode:16,XCmode:17,TCmode:18,CQImode:19,CHImode:20,CSImode:21,CDImode:22,CTImode:23,COImode:24,BLKmode:25,CCmode:26,CC_NOOVmode:27,CCFPmode:28,CCFPEmode:29,MAX_MACHINE_MODE:30,;mode_class:T22=eMODE_RANDOM:0,MODE_INT:1,MODE_FLOAT:2,MODE_PARTIAL_INT:3,MODE_CC:4,MODE_COMPLEX_INT:5,MODE_COMPLEX_FLOAT:6,MAX_MODE_CLASS:7,;ptrdiff_t:t1size_t:t5wchar_t:t9UQItype:t11SItype:t1USItype:t4DItype:t6UDItype:t7SFtype:t12DFtype:t13word_type:t1DIstruct:T23=s8high:1,0,32;low:1,32,32;;DIunion:t24=u8s:23,0,64;ll:6,0,64;;func_ptr:t25=*26=f19_exit_dummy_decl:G1iob.oerrno.o-lglibg.s_etext_edata_endstart_main_environ_pow_Td_Tl_ls_calc_Tu_lambdas_log_det_optimize_noise_max_dif_mac_dif_max_log_max_gam_gams_ris_nhidden_sin_datafile_defaults_outfile_OPT_use_cg_indx_INT_LUi_linearprior_lengthprior_C_LU_mac_inter_C_max_logfile_mac_k_style_mac_h_style_max_include_gridfile_gaussl_m_rbffile_calc_Hessian_INT_include_inputs_ls_e_sigmoid_Lhidden_L_setup_OPT_tridiag_CG_mk_p_SEARCH_max_tridiag_g_INT_find_eb_noise_free_predictions_CG_func1_CG_func2_nsig_nlin_A_C_linear_h_dif_C_free_dvector_free_dmatrix_free_imatrix_macopt_defaults_ok_x_verbose_Tl2_Tu2_Td2_prior_vertical_default_prior_strength_default_pk_x_C_load_hyp_ls_error_PL_calc_optimize_theta0_optimize_theta1_optimize_theta2_PL_poly_macoptII_optimize_linear_max_beta_max_func_mac_func_theta0prior_theta2prior_theta1prior_do_SEARCH_Loff_sqrt_dif_prior_tqli_Mran_err_catch___main_write_hdump_use_poly_length_scales_C_inv_maccheckgrad_gaussl_sd_gausst0_m_hypinfile_specfile_save_hyp_LU_apply_bounds_mod_g_maxim_mdk_p_training_noise_in_datafile_OPT_say_train_e_igridfile_idatafile_rescaling_permitted_prior_fractional_noise_default_gs_c_line_n_vec_noise_ntdat_npoly_Cinvtfile_CG_invert_L_hs_do_OPT_do_INT_difsig_SEED_rand_uniform_t_prior_Ivary_w_con_in_PL_setup_mac_k_tol_mac_h_tol_gridx1_max_itmax_gamn_a_gamr_a_gamn_b_gamr_b_INT_load_targets_ls_hyp_in_stuff_Lfact_do_samples_opt_itmax_tred2_mv_trace_Mtemp_cos_nh_T_return_nw_write_Cinv_t_C_temp_find_predictive_mean_and_var_CG_int_CG_opt_CG_max_N_max_mac_inter_dif_ot_gausst0_sd_rand_seed_root2tonh_prior_linear_default_prior_length_default_exp_lambda_lubksb_lu_col_ludcmp_LU_stage1_LU_stage2_wavel_hypoutfile_LU_invert_mac_ep_maxout_max_kx_OPT_say_evidence_gam_prior_fractional_theta2_default_ntrace_ninter_ngauss_C_periodic_hAh_hyp_dvector_dmatrix_rand_gaussian__iob_w_con_out_state_printer_bnd_percent_kth_k_x_gamt2_a_gamt1_a_gamr2_a_gamt2_b_gamt1_b_gamr2_b_INT_find_sigma_nu_noiseprior_log_PL_ws_hypdump_hyp_out_sample_L_calc_Lscale_mv2_mls_OPT_checkgrad_ivector_imatrix_INT_use_cg_nwb_C_hyper_find_row_of_covariance_matrix_optimize_lengthscales_rand_get_state_rand_use_state_tan_rand_cauchy_rand_exp_rand_int_rand_uniopen_rand_beta_rand_word_rand_gamma_rand_pickd_rand_pickf_maclinminII_macopt_free_macprodII_macopt_restart_fvec_fmin_nrerror_nrfuncv_dmatrix3_free_convert_matrix_newt_free_ivector_free_cvector_free_cmatrix_nn_convert_matrix_lnsrch_submatrix_matrix_cvector_cmatrix_free_submatrix_pythag_free_matrix_vector_SVID_libm_err_nint_floor_rint_ilogb_scalbn__tbl_log_hi__tbl_log_lo_fabs_signbit_fp_pi_aint_sincos_issubnormal_copysign_isnormal_isinf_isnan_finite_nextafter_iszero_matherr_fp_direction_errno_fp_accrued_exceptions_anint_irint_ceil__exit_dummy_decl___CTOR_LIST_____DTOR_LIST_____do_global_ctors___do_global_dtors__exit_dummy_ref