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Type 'q()' to quit R. > > library(robustbase) > > set.seed(1) # since now .Random.seed is used by default! > > ## EX 1 > data(coleman) > ## "empty model" (not really a lot of sense) > (m0 <- lmrob(Y ~ 0, data = coleman)) Call: lmrob(formula = Y ~ 0, data = coleman) \--> method = "" No coefficients > summary(m0) Call: lmrob(formula = Y ~ 0, data = coleman) \--> method = "" Residuals: Min 1Q Median 3Q Max 22.70 32.78 35.86 39.95 43.10 No Coefficients > stopifnot(is.numeric(coef(m0)), length(coef(m0)) == 0, + residuals(m0) == coleman[,"Y"]) > ## "Intercept" only: robust mean > (m1 <- lmrob(Y ~ 1, data = coleman)) Call: lmrob(formula = Y ~ 1, data = coleman) \--> method = "MM" Coefficients: (Intercept) 35.56 > summary(m1) Call: lmrob(formula = Y ~ 1, data = coleman) \--> method = "MM" Residuals: Min 1Q Median 3Q Max -12.8605 -2.7855 0.2945 4.3895 7.5395 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 35.560 1.342 26.5 <2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Robust residual standard error: 5.48 Convergence in 9 IRWLS iterations Robustness weights: one weight is ~= 1. The remaining 19 ones are summarized as Min. 1st Qu. Median Mean 3rd Qu. Max. 0.5611 0.8986 0.9553 0.9044 0.9918 0.9987 Algorithmic parameters: tuning.chi bb tuning.psi refine.tol 1.548e+00 5.000e-01 4.685e+00 1.000e-07 rel.tol scale.tol solve.tol zero.tol 1.000e-07 1.000e-10 1.000e-07 1.000e-10 eps.outlier eps.x warn.limit.reject warn.limit.meanrw 5.000e-03 1.819e-12 5.000e-01 5.000e-01 nResample max.it best.r.s k.fast.s k.max 500 50 2 1 200 maxit.scale trace.lev mts compute.rd fast.s.large.n 200 0 1000 0 2000 psi subsampling cov "bisquare" "nonsingular" ".vcov.avar1" compute.outlier.stats "SM" seed : int(0) > stopifnot(all.equal(coef(m1), + c("(Intercept)" = 35.56048875388), tol = 1e-11)) > > (mC <- lmrob(Y ~ ., data = coleman, + control = lmrob.control(refine.tol = 1e-8, rel.tol = 1e-9))) Call: lmrob(formula = Y ~ ., data = coleman, control = lmrob.control(refine.tol = 1e-08, rel.tol = 1e-09)) \--> method = "MM" Coefficients: (Intercept) salaryP fatherWc sstatus teacherSc motherLev 30.50232 -1.66615 0.08425 0.66774 1.16778 -4.13657 > summary(mC) Call: lmrob(formula = Y ~ ., data = coleman, control = lmrob.control(refine.tol = 1e-08, rel.tol = 1e-09)) \--> method = "MM" Residuals: Min 1Q Median 3Q Max -4.16181 -0.39226 0.01611 0.55619 7.22766 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 30.50232 6.71260 4.544 0.000459 *** salaryP -1.66615 0.43129 -3.863 0.001722 ** fatherWc 0.08425 0.01467 5.741 5.10e-05 *** sstatus 0.66774 0.03385 19.726 1.30e-11 *** teacherSc 1.16778 0.10983 10.632 4.35e-08 *** motherLev -4.13657 0.92084 -4.492 0.000507 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Robust residual standard error: 1.134 Multiple R-squared: 0.9814, Adjusted R-squared: 0.9747 Convergence in 14 IRWLS iterations Robustness weights: observation 18 is an outlier with |weight| = 0 ( < 0.005); The remaining 19 ones are summarized as Min. 1st Qu. Median Mean 3rd Qu. Max. 0.1491 0.9412 0.9847 0.9279 0.9947 0.9982 Algorithmic parameters: tuning.chi bb tuning.psi refine.tol 1.548e+00 5.000e-01 4.685e+00 1.000e-08 rel.tol scale.tol solve.tol zero.tol 1.000e-09 1.000e-10 1.000e-07 1.000e-10 eps.outlier eps.x warn.limit.reject warn.limit.meanrw 5.000e-03 1.569e-10 5.000e-01 5.000e-01 nResample max.it best.r.s k.fast.s k.max 500 50 2 1 200 maxit.scale trace.lev mts compute.rd fast.s.large.n 200 0 1000 0 2000 psi subsampling cov "bisquare" "nonsingular" ".vcov.avar1" compute.outlier.stats "SM" seed : int(0) > ## Values will change once we use R's random number generator ! > stopifnot( + all.equal(unname(coef(mC)), + c(30.50232, -1.666147, 0.08425381, 0.6677366, 1.167777, -4.136569), + tolerance = 2e-7)# 6.112 e-8 (32-b) + ) > dput(signif(unname(coef(mC)), 7)) c(30.50232, -1.666147, 0.08425381, 0.6677366, 1.167777, -4.136569 ) > ## 64b(0.2-0): c(30.50232, -1.666147, 0.08425381, 0.6677366, 1.167777, -4.136569) > ## 32b(0.2-0): "exactly" same ! > ## Full precision: > dput(unname(coef(mC))) c(30.5023184450149, -1.66614687548009, 0.0842538074792185, 0.667736590070331, 1.16777744029117, -4.13656885405816) > ## 2012-06-04: > ## 32-bit:c(30.5023184450149, -1.66614687548007, 0.0842538074792178, 0.667736590070332, 1.16777744029117, -4.13656885405815) > ## 64-bit:c(30.5023184450148, -1.66614687548008, 0.0842538074792178, 0.667736590070332, 1.16777744029117, -4.13656885405814) > ## > ## 32-bit:c(30.5023183940104, -1.66614687550933, 0.0842538074635567, 0.667736589938547, 1.16777744089398, -4.13656884777543) > ## 64-bit:c(30.5023184150851, -1.66614687537736, 0.0842538074722959, 0.667736589980183, 1.16777744061092, -4.1365688503035) > > str(mC) List of 22 $ coefficients : Named num [1:6] 30.5023 -1.6661 0.0843 0.6677 1.1678 ... ..- attr(*, "names")= chr [1:6] "(Intercept)" "salaryP" "fatherWc" "sstatus" ... $ scale : num 1.13 $ residuals : Named num [1:20] 0.191 -0.159 -4.162 -0.625 0.768 ... ..- attr(*, "names")= chr [1:20] "1" "2" "3" "4" ... $ loss : num 0 $ converged : logi TRUE $ iter : int 14 $ fitted.values : Named num [1:20] 36.8 26.7 40.7 41.3 36.3 ... ..- attr(*, "names")= chr [1:20] "1" "2" "3" "4" ... $ rweights : Named num [1:20] 0.997 0.998 0.149 0.973 0.959 ... ..- attr(*, "names")= chr [1:20] "1" "2" "3" "4" ... $ control :List of 34 ..$ setting : NULL ..$ seed : int(0) ..$ nResample : num 500 ..$ psi : chr "bisquare" ..$ tuning.chi : num 1.55 ..$ bb : num 0.5 ..$ tuning.psi : num 4.69 ..$ max.it : num 50 ..$ groups : num 5 ..$ n.group : num 400 ..$ best.r.s : int 2 ..$ k.fast.s : int 1 ..$ k.max : int 200 ..$ maxit.scale : int 200 ..$ k.m_s : int 20 ..$ refine.tol : num 1e-08 ..$ rel.tol : num 1e-09 ..$ scale.tol : num 1e-10 ..$ solve.tol : num 1e-07 ..$ zero.tol : num 1e-10 ..$ trace.lev : num 0 ..$ mts : int 1000 ..$ subsampling : chr "nonsingular" ..$ compute.rd : logi FALSE ..$ method : chr "SM" ..$ numpoints : int 10 ..$ cov : chr ".vcov.avar1" ..$ split.type : chr "f" ..$ fast.s.large.n : num 2000 ..$ eps.outlier :function (nobs) ..$ eps.x : num 1.57e-10 ..$ compute.outlier.stats: chr "SM" ..$ warn.limit.reject : num 0.5 ..$ warn.limit.meanrw : num 0.5 ..- attr(*, "class")= chr "lmrobCtrl" $ init.S :List of 8 ..$ coefficients : Named num [1:6] 21.2662 -1.2448 0.0676 0.6297 1.176 ... .. ..- attr(*, "names")= chr [1:6] "(Intercept)" "salaryP" "fatherWc" "sstatus" ... ..$ scale : num 1.13 ..$ k.iter : int 48 ..$ converged : logi TRUE ..$ residuals : Named num [1:20] -0.357 0.275 -4.626 -1.185 0.588 ... .. ..- attr(*, "names")= chr [1:20] "1" "2" "3" "4" ... ..$ fitted.values: Named num [1:20] 37.4 26.2 41.1 41.9 36.5 ... .. ..- attr(*, "names")= chr [1:20] "1" "2" "3" "4" ... ..$ rweights : Named num [1:20] 0.919 0.951 0 0.296 0.788 ... .. ..- attr(*, "names")= chr [1:20] "1" "2" "3" "4" ... ..$ control :List of 34 .. ..$ setting : NULL .. ..$ seed : int(0) .. ..$ nResample : num 500 .. ..$ psi : chr "bisquare" .. ..$ tuning.chi : num 1.55 .. ..$ bb : num 0.5 .. ..$ tuning.psi : num 4.69 .. ..$ max.it : num 50 .. ..$ groups : num 5 .. ..$ n.group : num 400 .. ..$ best.r.s : int 2 .. ..$ k.fast.s : int 1 .. ..$ k.max : int 200 .. ..$ maxit.scale : int 200 .. ..$ k.m_s : int 20 .. ..$ refine.tol : num 1e-08 .. ..$ rel.tol : num 1e-09 .. ..$ scale.tol : num 1e-10 .. ..$ solve.tol : num 1e-07 .. ..$ zero.tol : num 1e-10 .. ..$ trace.lev : num 0 .. ..$ mts : int 1000 .. ..$ subsampling : chr "nonsingular" .. ..$ compute.rd : logi FALSE .. ..$ method : chr "S" .. ..$ numpoints : int 10 .. ..$ cov : chr ".vcov.avar1" .. ..$ split.type : chr "f" .. ..$ fast.s.large.n : num 2000 .. ..$ eps.outlier :function (nobs) .. ..$ eps.x : num 1.57e-10 .. ..$ compute.outlier.stats: chr "SM" .. ..$ warn.limit.reject : num 0.5 .. ..$ warn.limit.meanrw : num 0.5 .. ..- attr(*, "class")= chr "lmrobCtrl" ..- attr(*, "class")= chr "lmrob.S" $ qr :List of 4 ..$ qr : num [1:20, 1:6] -4.199 0.238 0.092 0.235 0.233 ... .. ..- attr(*, "assign")= int [1:6] 0 1 2 3 4 5 .. ..- attr(*, "dimnames")=List of 2 .. .. ..$ : chr [1:20] "1" "2" "3" "4" ... .. .. ..$ : chr [1:6] "(Intercept)" "salaryP" "fatherWc" "sstatus" ... ..$ rank : int 6 ..$ qraux: num [1:6] 1.24 1.03 1.12 1.11 1.09 ... ..$ pivot: int [1:6] 1 2 3 4 5 6 ..- attr(*, "class")= chr "qr" $ rank : int 6 $ ostats : num [1, 1:4] 20 1 0.05 0.882 ..- attr(*, "dimnames")=List of 2 .. ..$ : chr "Overall" .. ..$ : chr [1:4] "N.nonzero" "N.rejected" "Ratio" "Mean.RobWeight" $ cov : num [1:6, 1:6] 45.059 -0.0774 0.0405 0.1712 -0.4575 ... ..- attr(*, "dimnames")=List of 2 .. ..$ : chr [1:6] "(Intercept)" "salaryP" "fatherWc" "sstatus" ... .. ..$ : chr [1:6] "(Intercept)" "salaryP" "fatherWc" "sstatus" ... ..- attr(*, "weights")= Named num [1:20] 0.997 0.998 0.149 0.973 0.959 ... .. ..- attr(*, "names")= chr [1:20] "1" "2" "3" "4" ... ..- attr(*, "eigen")=List of 2 .. ..$ values : num [1:6] 4.58e+01 2.04e-01 8.48e-02 5.29e-04 5.22e-05 ... .. ..$ vectors: num [1:6, 1:6] 0.99167 -0.00181 0.0009 0.00376 -0.01001 ... .. ..- attr(*, "class")= chr "eigen" $ df.residual : int 14 $ degree.freedom: int 14 $ xlevels : Named list() $ call : language lmrob(formula = Y ~ ., data = coleman, control = lmrob.control(refine.tol = 1e-08, rel.tol = 1e-09)) $ terms :Classes 'terms', 'formula' language Y ~ salaryP + fatherWc + sstatus + teacherSc + motherLev .. ..- attr(*, "variables")= language list(Y, salaryP, fatherWc, sstatus, teacherSc, motherLev) .. ..- attr(*, "factors")= int [1:6, 1:5] 0 1 0 0 0 0 0 0 1 0 ... .. .. ..- attr(*, "dimnames")=List of 2 .. .. .. ..$ : chr [1:6] "Y" "salaryP" "fatherWc" "sstatus" ... .. .. .. ..$ : chr [1:5] "salaryP" "fatherWc" "sstatus" "teacherSc" ... .. ..- attr(*, "term.labels")= chr [1:5] "salaryP" "fatherWc" "sstatus" "teacherSc" ... .. ..- attr(*, "order")= int [1:5] 1 1 1 1 1 .. ..- attr(*, "intercept")= int 1 .. ..- attr(*, "response")= int 1 .. ..- attr(*, ".Environment")= .. ..- attr(*, "predvars")= language list(Y, salaryP, fatherWc, sstatus, teacherSc, motherLev) .. ..- attr(*, "dataClasses")= Named chr [1:6] "numeric" "numeric" "numeric" "numeric" ... .. .. ..- attr(*, "names")= chr [1:6] "Y" "salaryP" "fatherWc" "sstatus" ... $ assign : int [1:6] 0 1 2 3 4 5 $ model :'data.frame': 20 obs. of 6 variables: ..$ Y : num [1:20] 37 26.5 36.5 40.7 37.1 ... ..$ salaryP : num [1:20] 3.83 2.89 2.86 2.92 3.06 2.07 2.52 2.45 3.13 2.44 ... ..$ fatherWc : num [1:20] 28.9 20.1 69 65.4 29.6 ... ..$ sstatus : num [1:20] 7.2 -11.71 12.32 14.28 6.31 ... ..$ teacherSc: num [1:20] 26.6 24.4 25.7 25.7 25.4 ... ..$ motherLev: num [1:20] 6.19 5.17 7.04 7.1 6.15 6.41 6.86 5.78 6.51 5.57 ... ..- attr(*, "terms")=Classes 'terms', 'formula' language Y ~ salaryP + fatherWc + sstatus + teacherSc + motherLev .. .. ..- attr(*, "variables")= language list(Y, salaryP, fatherWc, sstatus, teacherSc, motherLev) .. .. ..- attr(*, "factors")= int [1:6, 1:5] 0 1 0 0 0 0 0 0 1 0 ... .. .. .. ..- attr(*, "dimnames")=List of 2 .. .. .. .. ..$ : chr [1:6] "Y" "salaryP" "fatherWc" "sstatus" ... .. .. .. .. ..$ : chr [1:5] "salaryP" "fatherWc" "sstatus" "teacherSc" ... .. .. ..- attr(*, "term.labels")= chr [1:5] "salaryP" "fatherWc" "sstatus" "teacherSc" ... .. .. ..- attr(*, "order")= int [1:5] 1 1 1 1 1 .. .. ..- attr(*, "intercept")= int 1 .. .. ..- attr(*, "response")= int 1 .. .. ..- attr(*, ".Environment")= .. .. ..- attr(*, "predvars")= language list(Y, salaryP, fatherWc, sstatus, teacherSc, motherLev) .. .. ..- attr(*, "dataClasses")= Named chr [1:6] "numeric" "numeric" "numeric" "numeric" ... .. .. .. ..- attr(*, "names")= chr [1:6] "Y" "salaryP" "fatherWc" "sstatus" ... $ x : num [1:20, 1:6] 1 1 1 1 1 1 1 1 1 1 ... ..- attr(*, "dimnames")=List of 2 .. ..$ : chr [1:20] "1" "2" "3" "4" ... .. ..$ : chr [1:6] "(Intercept)" "salaryP" "fatherWc" "sstatus" ... ..- attr(*, "assign")= int [1:6] 0 1 2 3 4 5 - attr(*, "class")= chr "lmrob" > > ## EX 2 > gen <- function(n,p, n0, y0, x0, beta = rep(1, p)) + { + stopifnot(n >= 1, p >= 1, n0 >= 0, length(beta) == p) + x <- matrix(rnorm(n*p),n,p) # iid x's + y <- x %*% beta + rnorm(n) + xc <- matrix(0,n0,p) + xc[,1] <- x0 + xc <- xc + 0.1*matrix(rnorm(n0*p),n0,p) + x[1:n0,] <- xc + y[1:n0] <- y0 + .001*rnorm(n0) + list(x=x, y=y) + } > > ## generate --a sample of n observations with p variables > ## and 10% of outliers near (x1,y) = (10,10) > n <- 500 ; n0 <- n %/% 10 > p <- 7 ## p = 20 is more impressive but too slow for "standard test" > set.seed(17) > a <- gen(n=n, p=p, n0= n0, y0=10, x0=10) > plot(a$x[,1], a$y, col = c(rep(2, n0), rep(1, n-n0))) > system.time( m1 <- lmrob(y~x, data = a, + control = lmrob.control(compute.rd = TRUE, trace.lev=4))) lmrob_S(n = 500, nRes = 500): fast_s() [non-large n]: fast_s(*, s_y=2.87394, n=500, p=8, ipsi=1, ..) before INIT_WLS(): Optimal block size for DGELS: 264 Subsampling 500 times to find candidate betas: Sample[ 0]: idc = 385 406 30 341 128 350 47 199 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=13.6487 after refine_(*, conv=F): beta_ref : -0.0508182 1.00953 0.949087 1.06667 1.01278 0.959387 0.96317 1.021 with ||beta_ref - beta_cand|| = 16.8676089618, --> sc = 13.8327046499389 find_scale(*, ini.scale = 13.832704650, tol=1e-10): it | new scale 0 | 1.492255295 1 | 1.168633027 2 | 1.042485605 3 | 0.9791026906 4 | 0.9438155087 5 | 0.9231104736 6 | 0.9105957871 7 | 0.9028987741 8 | 0.8981149812 9 | 0.8951226678 10 | 0.8932434887 11 | 0.8920604245 12 | 0.8913144467 13 | 0.8908436106 14 | 0.8905462506 15 | 0.8903583773 16 | 0.8902396489 17 | 0.8901646056 18 | 0.8901171692 19 | 0.8900871818 20 | 0.8900682242 21 | 0.8900562392 22 | 0.8900486621 23 | 0.8900438718 24 | 0.8900408432 25 | 0.8900389285 26 | 0.8900377180 27 | 0.8900369526 28 | 0.8900364688 29 | 0.8900361628 30 | 0.8900359694 31 | 0.8900358472 32 | 0.8900357699 33 | 0.8900357210 34 | 0.8900356901 35 | 0.8900356705 36 | 0.8900356582 37 | 0.8900356504 38 | 0.8900356454 39 | 0.8900356423 40 | 0.8900356404 41 | 0.8900356391 42 | 0.8900356383 43 | 0.8900356378 44 | 0.8900356375 45 | 0.8900356373 46 | 0.8900356372 47 | 0.8900356371 found new candidate with scale 0.8900356 in 47 iter (worst sc=2.8739e+20) Sample[ 1]: idc = 409 467 157 321 337 315 20 105 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.92513 after refine_(*, conv=F): beta_ref : 0.220896 0.980599 1.04277 1.23391 1.14263 0.332118 0.935141 0.649917 with ||beta_ref - beta_cand|| = 1.10798516836, --> sc = 1.94332998331413 find_scale(*, ini.scale = 1.9433299833, tol=1e-10): it | new scale 0 | 1.527314042 1 | 1.362417746 2 | 1.278127048 3 | 1.230279456 4 | 1.201588871 5 | 1.183830230 6 | 1.172625514 7 | 1.165471261 8 | 1.160868694 9 | 1.157893419 10 | 1.155964122 11 | 1.154710574 12 | 1.153895031 13 | 1.153364001 14 | 1.153018039 15 | 1.152792565 16 | 1.152645584 17 | 1.152549756 18 | 1.152487272 19 | 1.152446527 20 | 1.152419957 21 | 1.152402630 22 | 1.152391330 23 | 1.152383961 24 | 1.152379155 25 | 1.152376021 26 | 1.152373977 27 | 1.152372644 28 | 1.152371774 29 | 1.152371208 30 | 1.152370838 31 | 1.152370597 32 | 1.152370439 33 | 1.152370337 34 | 1.152370270 35 | 1.152370226 36 | 1.152370198 37 | 1.152370179 38 | 1.152370167 39 | 1.152370159 40 | 1.152370154 41 | 1.152370151 42 | 1.152370149 43 | 1.152370147 44 | 1.152370146 45 | 1.152370146 46 | 1.152370145 47 | 1.152370145 48 | 1.152370145 49 | 1.152370145 found new candidate with scale 1.15237 in 49 iter (worst sc=1.1524) Sample[ 2]: idc = 265 196 46 205 148 334 447 187 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.40035 after refine_(*, conv=F): beta_ref : -0.377181 1.04025 1.0768 1.31714 0.803817 0.857111 0.955882 0.898764 with ||beta_ref - beta_cand|| = 5.14229794566, --> sc = 5.38733181224587 find_scale(*, ini.scale = 5.3873318122, tol=1e-10): it | new scale 0 | 1.614635666 1 | 1.284421050 2 | 1.150911574 3 | 1.082059583 4 | 1.042922160 5 | 1.019533619 6 | 1.005145622 7 | 0.9961383581 8 | 0.9904383795 9 | 0.9868068663 10 | 0.9844832905 11 | 0.9829925327 12 | 0.9820344280 13 | 0.9814179697 14 | 0.9810210468 15 | 0.9807653595 16 | 0.9806006035 17 | 0.9804944201 18 | 0.9804259777 19 | 0.9803818583 20 | 0.9803534167 21 | 0.9803350811 22 | 0.9803232604 23 | 0.9803156396 24 | 0.9803107265 25 | 0.9803075589 26 | 0.9803055168 27 | 0.9803042002 28 | 0.9803033514 29 | 0.9803028042 30 | 0.9803024514 31 | 0.9803022239 32 | 0.9803020773 33 | 0.9803019827 34 | 0.9803019218 35 | 0.9803018825 36 | 0.9803018571 37 | 0.9803018408 38 | 0.9803018303 39 | 0.9803018235 40 | 0.9803018191 41 | 0.9803018163 42 | 0.9803018144 43 | 0.9803018133 44 | 0.9803018125 45 | 0.9803018120 46 | 0.9803018117 47 | 0.9803018115 48 | 0.9803018114 49 | 0.9803018113 found new candidate with scale 0.9803018 in 49 iter (worst sc=0.9803) Sample[ 3]: idc = 396 175 452 280 381 125 101 255 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.43952 after refine_(*, conv=F): beta_ref : 0.214973 0.98045 0.934544 0.951015 0.332937 0.944233 0.749335 0.698088 with ||beta_ref - beta_cand|| = 0.632977850984, --> sc = 1.45270839403358 Sample[ 4]: idc = 497 351 488 418 288 274 153 49 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=12.1803 after refine_(*, conv=F): beta_ref : 0.0103142 1.00229 1.02722 0.973362 1.08519 0.981537 1.01134 1.0778 with ||beta_ref - beta_cand|| = 14.3401462218, --> sc = 12.2649459824749 find_scale(*, ini.scale = 12.264945982, tol=1e-10): it | new scale 0 | 1.510940268 1 | 1.186762819 2 | 1.061401663 3 | 0.9991237652 4 | 0.9647613308 5 | 0.9447460455 6 | 0.9327256555 7 | 0.9253758823 8 | 0.9208331294 9 | 0.9180067119 10 | 0.9162409474 11 | 0.9151349912 12 | 0.9144411880 13 | 0.9140055066 14 | 0.9137317437 15 | 0.9135596553 16 | 0.9134514532 17 | 0.9133834095 18 | 0.9133406155 19 | 0.9133136999 20 | 0.9132967704 21 | 0.9132861219 22 | 0.9132794238 23 | 0.9132752107 24 | 0.9132725606 25 | 0.9132708936 26 | 0.9132698450 27 | 0.9132691854 28 | 0.9132687705 29 | 0.9132685096 30 | 0.9132683454 31 | 0.9132682421 32 | 0.9132681772 33 | 0.9132681363 34 | 0.9132681106 35 | 0.9132680945 36 | 0.9132680843 37 | 0.9132680779 38 | 0.9132680739 39 | 0.9132680713 40 | 0.9132680698 41 | 0.9132680688 42 | 0.9132680681 43 | 0.9132680677 44 | 0.9132680675 45 | 0.9132680673 46 | 0.9132680672 47 | 0.9132680672 found new candidate with scale 0.9132681 in 47 iter (worst sc=0.91327) Sample[ 5]: idc = 407 418 288 22 313 371 14 32 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=14.4096 after refine_(*, conv=F): beta_ref : -0.0903604 1.01066 0.966299 0.929248 0.707499 1.03592 1.0366 0.996009 with ||beta_ref - beta_cand|| = 16.1691064834, --> sc = 14.5025679470513 Sample[ 6]: idc = 490 357 404 10 99 171 460 335 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=22.8952 after refine_(*, conv=F): beta_ref : -0.0642658 1.01229 1.10351 0.972393 0.912826 0.917518 0.947618 1.03887 with ||beta_ref - beta_cand|| = 29.7337016323, --> sc = 22.8576734757358 find_scale(*, ini.scale = 22.857673476, tol=1e-10): it | new scale 0 | 1.509039276 1 | 1.182591016 2 | 1.054048952 3 | 0.9887767135 4 | 0.9520139640 5 | 0.9301904156 6 | 0.9168422000 7 | 0.9085302568 8 | 0.9032973038 9 | 0.8999802182 10 | 0.8978685160 11 | 0.8965205139 12 | 0.8956585279 13 | 0.8951067181 14 | 0.8947532215 15 | 0.8945266647 16 | 0.8943814218 17 | 0.8942882912 18 | 0.8942285681 19 | 0.8941902657 20 | 0.8941657000 21 | 0.8941499440 22 | 0.8941398381 23 | 0.8941333562 24 | 0.8941291986 25 | 0.8941265319 26 | 0.8941248214 27 | 0.8941237243 28 | 0.8941230206 29 | 0.8941225692 30 | 0.8941222797 31 | 0.8941220940 32 | 0.8941219748 33 | 0.8941218984 34 | 0.8941218494 35 | 0.8941218180 36 | 0.8941217978 37 | 0.8941217849 38 | 0.8941217766 39 | 0.8941217713 40 | 0.8941217679 41 | 0.8941217657 42 | 0.8941217643 43 | 0.8941217634 44 | 0.8941217628 45 | 0.8941217624 46 | 0.8941217622 47 | 0.8941217621 48 | 0.8941217620 49 | 0.8941217619 found new candidate with scale 0.8941218 in 49 iter (worst sc=0.89412) Sample[ 7]: idc = 243 324 235 472 226 317 205 390 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.8894 after refine_(*, conv=F): beta_ref : 0.0394623 0.969345 0.61404 0.855364 1.01626 0.872183 1.08725 1.28582 with ||beta_ref - beta_cand|| = 0.838629093107, --> sc = 1.88757011861906 Sample[ 8]: idc = 360 462 367 298 399 456 0 16 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.81127 after refine_(*, conv=F): beta_ref : -0.347242 1.03823 0.678064 0.943923 1.27706 0.630374 0.612007 0.891542 with ||beta_ref - beta_cand|| = 3.54939979377, --> sc = 3.80627814132176 Sample[ 9]: idc = 377 72 387 333 2 436 138 467 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.69279 after refine_(*, conv=F): beta_ref : -0.342573 1.03672 1.66865 1.02845 1.06097 0.5523 1.27848 0.718229 with ||beta_ref - beta_cand|| = 0.881842954398, --> sc = 1.7155514952678 Sample[ 10]: idc = 85 459 114 403 439 210 344 346 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=20.7083 after refine_(*, conv=F): beta_ref : -0.0436178 1.03121 0.993679 1.06776 0.997044 0.975485 0.98626 0.966212 with ||beta_ref - beta_cand|| = 18.3557022669, --> sc = 21.0565717669173 Sample[ 11]: idc = 168 69 308 430 428 95 111 316 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.19729 after refine_(*, conv=F): beta_ref : 0.0803571 0.982587 1.06787 1.12394 1.11888 0.683988 0.947241 0.548341 with ||beta_ref - beta_cand|| = 2.10731172913, --> sc = 3.15223191747351 Sample[ 12]: idc = 267 382 45 340 284 464 96 218 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.46361 after refine_(*, conv=F): beta_ref : -0.306128 1.03103 0.77883 0.869608 0.331537 0.791316 1.48375 0.89204 with ||beta_ref - beta_cand|| = 2.05579188713, --> sc = 2.4626480656306 Sample[ 13]: idc = 109 80 331 197 119 476 402 231 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=14.8072 after refine_(*, conv=F): beta_ref : -0.168994 0.887912 1.02214 1.0519 0.902669 0.957733 1.00579 1.01054 with ||beta_ref - beta_cand|| = 12.7080329574, --> sc = 14.8706927393472 Sample[ 14]: idc = 67 454 87 52 199 359 222 212 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.01793 after refine_(*, conv=F): beta_ref : -0.0419741 1.00171 0.874573 1.03905 0.511201 0.710611 0.62067 0.685538 with ||beta_ref - beta_cand|| = 2.77371662211, --> sc = 3.11115002237885 Sample[ 15]: idc = 42 344 26 181 153 169 199 307 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=12.9072 after refine_(*, conv=F): beta_ref : -0.0925633 1.01284 1.06241 1.16134 0.865805 0.944045 0.8599 0.986106 with ||beta_ref - beta_cand|| = 15.8524647751, --> sc = 13.0170259611202 Sample[ 16]: idc = 40 466 420 6 188 353 285 108 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.27428 after refine_(*, conv=F): beta_ref : -0.372074 1.04241 0.862139 0.959074 1.13569 1.02132 0.830112 0.841439 with ||beta_ref - beta_cand|| = 5.91979388006, --> sc = 6.17343303681147 find_scale(*, ini.scale = 6.1734330368, tol=1e-10): it | new scale 0 | 1.584478654 1 | 1.234840962 2 | 1.090644288 3 | 1.015058576 4 | 0.9710779848 5 | 0.9440065599 6 | 0.9267814792 7 | 0.9155954479 8 | 0.9082362398 9 | 0.9033536460 10 | 0.9000961572 11 | 0.8979148403 12 | 0.8964505556 13 | 0.8954659779 14 | 0.8948032175 15 | 0.8943567524 16 | 0.8940558424 17 | 0.8938529652 18 | 0.8937161518 19 | 0.8936238753 20 | 0.8935616311 21 | 0.8935196419 22 | 0.8934913153 23 | 0.8934722050 24 | 0.8934593121 25 | 0.8934506138 26 | 0.8934447452 27 | 0.8934407859 28 | 0.8934381146 29 | 0.8934363123 30 | 0.8934350964 31 | 0.8934342760 32 | 0.8934337225 33 | 0.8934333490 34 | 0.8934330971 35 | 0.8934329271 36 | 0.8934328124 37 | 0.8934327350 38 | 0.8934326828 39 | 0.8934326476 40 | 0.8934326238 41 | 0.8934326078 42 | 0.8934325970 43 | 0.8934325897 44 | 0.8934325848 45 | 0.8934325814 46 | 0.8934325792 47 | 0.8934325777 48 | 0.8934325767 49 | 0.8934325760 50 | 0.8934325755 51 | 0.8934325752 52 | 0.8934325750 53 | 0.8934325748 54 | 0.8934325747 55 | 0.8934325747 found new candidate with scale 0.8934326 in 55 iter (worst sc=0.89343) Sample[ 17]: idc = 122 451 433 290 149 12 315 361 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=9.75626 after refine_(*, conv=F): beta_ref : -0.0691688 1.01341 1.20023 1.21462 0.989445 1.01936 1.00582 1.10377 with ||beta_ref - beta_cand|| = 11.7013832513, --> sc = 9.81241043424776 Sample[ 18]: idc = 251 284 335 350 393 175 143 449 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=330.236 after refine_(*, conv=F): beta_ref : -0.0685068 1.01067 0.958396 1.05359 0.958105 0.94897 0.919751 0.898457 with ||beta_ref - beta_cand|| = 333.612733954, --> sc = 336.731913523237 find_scale(*, ini.scale = 336.73191352, tol=1e-10): it | new scale 0 | 1.498448908 1 | 1.167342325 2 | 1.038042014 3 | 0.9730455488 4 | 0.9368292791 5 | 0.9155743704 6 | 0.9027346880 7 | 0.8948458531 8 | 0.8899491124 9 | 0.8868905051 10 | 0.8849725891 11 | 0.8837670251 12 | 0.8830080765 13 | 0.8825298317 14 | 0.8822282881 15 | 0.8820380863 16 | 0.8819180856 17 | 0.8818423643 18 | 0.8817945791 19 | 0.8817644216 20 | 0.8817453883 21 | 0.8817333755 22 | 0.8817257936 23 | 0.8817210082 24 | 0.8817179879 25 | 0.8817160815 26 | 0.8817148783 27 | 0.8817141188 28 | 0.8817136395 29 | 0.8817133370 30 | 0.8817131460 31 | 0.8817130255 32 | 0.8817129494 33 | 0.8817129014 34 | 0.8817128711 35 | 0.8817128520 36 | 0.8817128399 37 | 0.8817128323 38 | 0.8817128275 39 | 0.8817128244 40 | 0.8817128225 41 | 0.8817128213 42 | 0.8817128205 43 | 0.8817128201 44 | 0.8817128198 45 | 0.8817128196 46 | 0.8817128194 47 | 0.8817128194 found new candidate with scale 0.8817128 in 47 iter (worst sc=0.89004) Sample[ 19]: idc = 313 295 251 310 479 482 45 423 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=16.3069 after refine_(*, conv=F): beta_ref : -0.0309835 1.00805 0.914174 1.06978 0.801071 0.961552 1.01637 1.02473 with ||beta_ref - beta_cand|| = 19.8228976103, --> sc = 16.5372136432024 Sample[ 20]: idc = 186 207 151 249 106 398 456 444 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.17803 after refine_(*, conv=F): beta_ref : -0.0293257 0.61202 1.08275 0.99851 0.928268 1.13872 0.942466 0.819099 with ||beta_ref - beta_cand|| = 1.86772787674, --> sc = 3.19430116547083 Sample[ 21]: idc = 6 330 475 415 108 73 17 325 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.03723 after refine_(*, conv=F): beta_ref : 0.0541738 0.995779 0.932721 0.906538 0.893781 1.38393 0.933121 1.00186 with ||beta_ref - beta_cand|| = 5.17074372991, --> sc = 5.10899105459679 Sample[ 22]: idc = 351 190 300 389 496 443 370 69 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.56404 after refine_(*, conv=F): beta_ref : 0.0748416 1.14917 1.13729 1.19353 0.657422 0.948952 0.931251 0.73087 with ||beta_ref - beta_cand|| = 0.453485619861, --> sc = 1.5691934552405 Sample[ 23]: idc = 204 457 418 310 40 20 489 364 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=17.3181 after refine_(*, conv=F): beta_ref : -0.02816 1.00817 0.948951 1.08264 0.952509 0.920409 0.995215 0.991569 with ||beta_ref - beta_cand|| = 19.178649849, --> sc = 17.2372794981359 Sample[ 24]: idc = 292 208 59 99 28 340 230 332 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.05025 after refine_(*, conv=F): beta_ref : -0.0262705 1.00172 0.959403 1.06176 1.21707 1.02938 0.607883 0.651278 with ||beta_ref - beta_cand|| = 0.239614167289, --> sc = 1.06681558298669 Sample[ 25]: idc = 139 172 135 389 319 425 250 411 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.86787 after refine_(*, conv=F): beta_ref : 0.218872 0.996292 1.16086 1.11907 1.18419 1.11408 0.859526 1.23675 with ||beta_ref - beta_cand|| = 3.01996331133, --> sc = 3.88539258846749 Sample[ 26]: idc = 96 193 382 201 428 399 127 342 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.61539 after refine_(*, conv=F): beta_ref : -0.0400949 0.661096 0.882619 1.03895 0.985155 0.726862 1.00795 0.954033 with ||beta_ref - beta_cand|| = 4.82680853349, --> sc = 5.69480332243005 Sample[ 27]: idc = 467 103 1 327 149 387 481 170 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.44535 after refine_(*, conv=F): beta_ref : -0.0732545 1.00787 1.17616 1.43967 1.19382 1.10549 1.05166 1.70653 with ||beta_ref - beta_cand|| = 4.69967571987, --> sc = 4.52201373041739 Sample[ 28]: idc = 485 244 201 295 490 264 378 94 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.93883 after refine_(*, conv=F): beta_ref : -0.0232632 0.864463 0.85733 1.24187 0.94525 1.0744 1.08784 0.648784 with ||beta_ref - beta_cand|| = 1.92418819929, --> sc = 2.97276668277004 Sample[ 29]: idc = 22 438 375 170 392 258 483 466 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.89914 after refine_(*, conv=F): beta_ref : 0.0273709 1.00021 1.28728 1.27416 0.940335 1.07851 0.553087 1.2604 with ||beta_ref - beta_cand|| = 3.96726531053, --> sc = 3.9389845516543 Sample[ 30]: idc = 8 408 166 68 188 417 125 90 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=13.6399 after refine_(*, conv=F): beta_ref : -0.0237248 1.00726 0.831694 1.11833 0.945743 0.947616 1.01676 1.0008 with ||beta_ref - beta_cand|| = 16.6701858441, --> sc = 13.6058536627554 Sample[ 31]: idc = 51 310 77 298 98 58 34 361 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.54662 after refine_(*, conv=F): beta_ref : 0.122284 0.988813 0.98935 1.10487 1.56559 0.769079 1.39985 1.15526 with ||beta_ref - beta_cand|| = 3.62175734138, --> sc = 3.64645588631619 Sample[ 32]: idc = 336 459 359 35 5 148 234 309 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.06603 after refine_(*, conv=F): beta_ref : -0.0358944 1.00934 1.25237 0.857598 0.971748 0.727514 1.18561 0.767611 with ||beta_ref - beta_cand|| = 5.08350576946, --> sc = 5.06190919870749 Sample[ 33]: idc = 27 14 106 293 54 389 31 98 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.22595 after refine_(*, conv=F): beta_ref : -0.320882 1.03409 0.607157 0.951509 1.00696 0.878734 0.208953 0.845247 with ||beta_ref - beta_cand|| = 1.59712642498, --> sc = 2.23400915493282 Sample[ 34]: idc = 25 205 343 364 150 33 457 161 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.25383 after refine_(*, conv=F): beta_ref : 0.151225 0.988255 0.804225 1.08214 0.646089 0.370206 1.19798 1.36271 with ||beta_ref - beta_cand|| = 1.71138711307, --> sc = 2.26178793511781 Sample[ 35]: idc = 276 393 296 150 100 239 244 109 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=10.9204 after refine_(*, conv=F): beta_ref : -0.0568686 1.1354 1.16541 0.931995 0.998573 0.774437 1.01055 0.998853 with ||beta_ref - beta_cand|| = 9.80689673135, --> sc = 11.1143544020668 Sample[ 36]: idc = 432 275 285 44 286 115 52 250 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.77061 after refine_(*, conv=F): beta_ref : -0.459093 1.04997 0.710165 0.876596 1.105 0.788855 0.902405 0.92549 with ||beta_ref - beta_cand|| = 3.01951358117, --> sc = 3.73655095217624 Sample[ 37]: idc = 468 252 91 382 446 98 496 30 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.58856 after refine_(*, conv=F): beta_ref : -0.397553 1.04103 1.06115 0.820759 0.980567 1.13391 0.173651 1.00571 with ||beta_ref - beta_cand|| = 2.19833497338, --> sc = 2.64661070494486 Sample[ 38]: idc = 374 467 104 79 464 310 422 83 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.39076 after refine_(*, conv=F): beta_ref : -0.00337113 0.659391 1.09389 1.16896 0.965879 0.724431 0.711095 0.751709 with ||beta_ref - beta_cand|| = 1.33223297799, --> sc = 2.41960925316774 Sample[ 39]: idc = 379 324 158 192 39 93 208 47 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.82543 after refine_(*, conv=F): beta_ref : -0.512246 1.05593 1.20321 0.778799 1.4261 1.30435 0.918805 0.812422 with ||beta_ref - beta_cand|| = 4.05206142174, --> sc = 3.88648751519868 Sample[ 40]: idc = 496 92 129 294 425 315 409 308 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2619.62 after refine_(*, conv=F): beta_ref : -0.109123 1.02273 1.03994 1.07831 0.941562 0.994209 0.971933 0.942826 with ||beta_ref - beta_cand|| = 2173.83238093, --> sc = 2638.83695553117 find_scale(*, ini.scale = 2638.8369555, tol=1e-10): it | new scale 0 | 1.496753173 1 | 1.167157661 2 | 1.037400330 3 | 0.9715481736 4 | 0.9344357306 5 | 0.9123823144 6 | 0.8988946486 7 | 0.8905067820 8 | 0.8852374817 9 | 0.8819065811 10 | 0.8797927631 11 | 0.8784479979 12 | 0.8775911448 13 | 0.8770446328 14 | 0.8766958387 15 | 0.8764731415 16 | 0.8763309176 17 | 0.8762400723 18 | 0.8761820389 19 | 0.8761449637 20 | 0.8761212769 21 | 0.8761061433 22 | 0.8760964742 23 | 0.8760902965 24 | 0.8760863493 25 | 0.8760838273 26 | 0.8760822160 27 | 0.8760811864 28 | 0.8760805286 29 | 0.8760801083 30 | 0.8760798398 31 | 0.8760796682 32 | 0.8760795586 33 | 0.8760794885 34 | 0.8760794438 35 | 0.8760794152 36 | 0.8760793969 37 | 0.8760793852 38 | 0.8760793778 39 | 0.8760793730 40 | 0.8760793699 41 | 0.8760793680 42 | 0.8760793668 43 | 0.8760793660 44 | 0.8760793655 45 | 0.8760793651 46 | 0.8760793649 47 | 0.8760793648 48 | 0.8760793647 found new candidate with scale 0.8760794 in 48 iter (worst sc=0.88171) Sample[ 41]: idc = 59 405 224 120 280 361 28 354 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.86051 after refine_(*, conv=F): beta_ref : 0.129279 0.992135 1.06364 1.08325 1.09895 0.831122 0.93476 1.02916 with ||beta_ref - beta_cand|| = 8.68066418725, --> sc = 7.93759625710854 Sample[ 42]: idc = 160 96 334 481 256 195 248 102 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=20.392 after refine_(*, conv=F): beta_ref : -0.100826 0.939558 1.02433 1.10721 1.03752 0.97263 0.922591 0.934711 with ||beta_ref - beta_cand|| = 18.1394318507, --> sc = 20.7414177081306 Sample[ 43]: idc = 279 364 259 489 324 442 74 444 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.95525 after refine_(*, conv=F): beta_ref : -0.138239 1.11093 1.13818 0.954232 1.08853 1.00836 0.861025 0.96509 with ||beta_ref - beta_cand|| = 6.05596633139, --> sc = 7.02682439627158 Sample[ 44]: idc = 216 438 146 474 270 395 318 493 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=10.0756 after refine_(*, conv=F): beta_ref : -0.105859 1.08448 1.17417 1.16863 0.944785 0.959766 0.955179 0.975082 with ||beta_ref - beta_cand|| = 8.94593716527, --> sc = 10.1671443312619 Sample[ 45]: idc = 326 191 189 414 16 264 217 161 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.87541 after refine_(*, conv=F): beta_ref : -0.0628978 1.01182 1.36274 1.20819 1.0023 0.881134 1.06766 0.539348 with ||beta_ref - beta_cand|| = 5.11564460511, --> sc = 4.91770901358579 Sample[ 46]: idc = 414 496 57 92 73 425 45 450 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.99385 after refine_(*, conv=F): beta_ref : -0.137383 1.01787 1.01276 1.2527 1.2108 1.19195 0.75629 1.31819 with ||beta_ref - beta_cand|| = 5.43153139851, --> sc = 5.03088537985183 Sample[ 47]: idc = 63 492 37 294 43 48 295 392 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.52192 after refine_(*, conv=F): beta_ref : -0.32481 1.03494 0.806469 1.42488 1.29704 0.948351 1.3491 1.45736 with ||beta_ref - beta_cand|| = 3.29982354261, --> sc = 3.49239392926944 Sample[ 48]: idc = 55 354 392 7 157 442 50 109 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.09556 after refine_(*, conv=F): beta_ref : -0.00119483 1.00373 1.0636 0.893385 1.03609 1.04324 1.59955 1.50496 with ||beta_ref - beta_cand|| = 1.41535376534, --> sc = 2.09345235020911 Sample[ 49]: idc = 27 67 478 189 26 406 48 57 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.6041 after refine_(*, conv=F): beta_ref : -0.471154 1.05089 0.705585 0.983608 0.931335 1.23054 0.916671 0.526875 with ||beta_ref - beta_cand|| = 2.12487020206, --> sc = 2.60088624705022 Sample[ 50]: idc = 167 6 105 445 222 415 240 213 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.36282 after refine_(*, conv=F): beta_ref : -0.295598 1.03305 1.24385 1.37782 1.05821 0.962122 0.875246 0.317415 with ||beta_ref - beta_cand|| = 3.26900078989, --> sc = 3.39103633599644 Sample[ 51]: idc = 498 274 149 261 132 129 29 67 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=18.2566 after refine_(*, conv=F): beta_ref : -0.0274696 1.00891 0.881353 1.04354 0.959636 0.903682 0.94777 0.973964 with ||beta_ref - beta_cand|| = 24.6812635447, --> sc = 18.7140534270646 Sample[ 52]: idc = 164 252 36 488 190 417 68 17 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.1625 after refine_(*, conv=F): beta_ref : 0.18328 0.985742 0.472555 1.31211 0.554032 0.729371 0.848961 0.813345 with ||beta_ref - beta_cand|| = 2.77488235019, --> sc = 3.13779695642212 Sample[ 53]: idc = 56 150 334 431 337 242 360 68 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=17.8629 after refine_(*, conv=F): beta_ref : -0.0970261 1.01305 0.942696 1.02701 0.974684 0.960396 0.939095 1.0137 with ||beta_ref - beta_cand|| = 13.8824402162, --> sc = 17.3187039551086 Sample[ 54]: idc = 41 289 75 313 207 66 368 397 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.94647 after refine_(*, conv=F): beta_ref : -0.39687 1.04494 0.678691 0.971612 1.39225 1.16694 0.75082 0.933451 with ||beta_ref - beta_cand|| = 3.98249707575, --> sc = 3.90338957053887 Sample[ 55]: idc = 244 31 83 197 354 315 255 161 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.05602 after refine_(*, conv=F): beta_ref : 0.0125234 0.99908 0.850824 1.13395 0.542329 0.630825 0.997386 0.806226 with ||beta_ref - beta_cand|| = 0.204499971712, --> sc = 1.07158964668846 Sample[ 56]: idc = 120 49 138 465 215 226 132 18 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=164.164 after refine_(*, conv=F): beta_ref : -0.035387 1.00742 0.916301 1.05245 1.00216 0.946524 0.867643 0.869363 with ||beta_ref - beta_cand|| = 204.704636323, --> sc = 162.354213638297 Sample[ 57]: idc = 480 314 485 365 433 406 463 450 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=9.48547 after refine_(*, conv=F): beta_ref : -0.0171778 0.911365 0.924505 0.980439 1.13991 0.909725 0.971327 1.09984 with ||beta_ref - beta_cand|| = 8.07059600588, --> sc = 9.53047578148981 Sample[ 58]: idc = 211 237 103 335 343 216 126 198 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.58272 after refine_(*, conv=F): beta_ref : 0.0132541 1.08945 1.39845 0.989829 0.983349 0.980007 0.884894 1.17583 with ||beta_ref - beta_cand|| = 4.01193139798, --> sc = 4.64314745194739 Sample[ 59]: idc = 165 317 281 491 178 242 198 291 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=19.4117 after refine_(*, conv=F): beta_ref : -0.107494 1.01537 0.951541 0.980115 0.94973 0.943926 1.1036 0.891034 with ||beta_ref - beta_cand|| = 18.7186615825, --> sc = 18.9825385978332 Sample[ 60]: idc = 367 463 162 450 276 34 345 79 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.00976 after refine_(*, conv=F): beta_ref : -0.401714 1.04278 0.686743 1.24854 1.52018 1.33338 0.73607 1.16196 with ||beta_ref - beta_cand|| = 2.63284548018, --> sc = 3.0036681817538 Sample[ 61]: idc = 161 466 166 90 314 478 462 29 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=56.8697 after refine_(*, conv=F): beta_ref : -0.00374877 1.00714 1.07989 1.04962 0.998741 0.953325 1.05959 0.969208 with ||beta_ref - beta_cand|| = 72.9606973936, --> sc = 57.6186276781602 Sample[ 62]: idc = 339 373 173 146 170 472 277 255 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.0128 after refine_(*, conv=F): beta_ref : -0.258508 1.02858 1.06298 1.20059 0.773836 1.08892 1.01505 0.975518 with ||beta_ref - beta_cand|| = 7.39092953404, --> sc = 7.06826488127483 Sample[ 63]: idc = 454 96 407 331 315 165 495 224 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.26499 after refine_(*, conv=F): beta_ref : -0.0952515 0.827996 0.635206 1.11911 0.760019 0.675432 0.804322 0.780706 with ||beta_ref - beta_cand|| = 3.4268784296, --> sc = 4.26681689946503 Sample[ 64]: idc = 443 424 412 354 101 316 69 236 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.51958 after refine_(*, conv=F): beta_ref : 0.11549 1.07468 1.06777 1.11028 1.10027 0.813951 0.99683 0.829023 with ||beta_ref - beta_cand|| = 4.18856622778, --> sc = 5.61289689067047 Sample[ 65]: idc = 209 171 181 446 178 366 255 261 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.49935 after refine_(*, conv=F): beta_ref : -0.236995 1.00147 0.805113 1.25238 1.42828 1.20666 0.792282 1.09077 with ||beta_ref - beta_cand|| = 2.75805755886, --> sc = 3.54382001103389 Sample[ 66]: idc = 42 67 177 14 304 133 212 10 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.58981 after refine_(*, conv=F): beta_ref : -0.259616 1.02633 0.970379 0.718315 1.11207 1.45869 0.657832 1.21398 with ||beta_ref - beta_cand|| = 1.99543385226, --> sc = 2.60535844329842 Sample[ 67]: idc = 99 289 317 186 144 41 251 96 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.35696 after refine_(*, conv=F): beta_ref : 0.339046 0.97038 1.09325 1.1318 0.679853 0.863037 1.04585 1.43106 with ||beta_ref - beta_cand|| = 0.534470645774, --> sc = 1.35977279372801 Sample[ 68]: idc = 494 131 302 430 438 89 481 432 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=13.5664 after refine_(*, conv=F): beta_ref : -0.120921 0.761487 0.971409 1.06445 1.0241 0.89381 0.951929 0.884069 with ||beta_ref - beta_cand|| = 12.7391634868, --> sc = 13.9046119704369 Sample[ 69]: idc = 69 280 27 466 415 71 498 422 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.91753 after refine_(*, conv=F): beta_ref : -0.144765 1.01864 0.659036 0.860822 1.51541 1.4243 1.35461 0.972978 with ||beta_ref - beta_cand|| = 1.17507068175, --> sc = 1.91010770659992 Sample[ 70]: idc = 96 14 246 408 72 338 456 282 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.22545 after refine_(*, conv=F): beta_ref : -0.487473 1.04941 0.942301 0.788673 0.724386 1.09697 0.802824 0.63306 with ||beta_ref - beta_cand|| = 1.46153624539, --> sc = 2.19863027309796 Sample[ 71]: idc = 126 448 250 242 12 240 67 226 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=26.6065 after refine_(*, conv=F): beta_ref : -0.0977609 1.01473 0.906118 1.06029 1.00085 0.946195 0.988751 0.874513 with ||beta_ref - beta_cand|| = 33.2932619569, --> sc = 26.9124216020287 find_scale(*, ini.scale = 26.912421602, tol=1e-10): it | new scale 0 | 1.505344323 1 | 1.172515210 2 | 1.042069609 3 | 0.9759942287 4 | 0.9387903768 5 | 0.9166906236 6 | 0.9031654885 7 | 0.8947420709 8 | 0.8894398881 9 | 0.8860802446 10 | 0.8839425979 11 | 0.8825788958 12 | 0.8817074746 13 | 0.8811500335 14 | 0.8807932004 15 | 0.8805646825 16 | 0.8804182976 17 | 0.8803245091 18 | 0.8802644122 19 | 0.8802259010 20 | 0.8802012212 21 | 0.8801854047 22 | 0.8801752682 23 | 0.8801687719 24 | 0.8801646084 25 | 0.8801619401 26 | 0.8801602299 27 | 0.8801591339 28 | 0.8801584315 29 | 0.8801579813 30 | 0.8801576927 31 | 0.8801575078 32 | 0.8801573893 33 | 0.8801573134 34 | 0.8801572647 35 | 0.8801572335 36 | 0.8801572135 37 | 0.8801572007 38 | 0.8801571924 39 | 0.8801571872 40 | 0.8801571838 41 | 0.8801571816 42 | 0.8801571803 43 | 0.8801571794 44 | 0.8801571788 45 | 0.8801571784 46 | 0.8801571782 47 | 0.8801571781 48 | 0.8801571780 49 | 0.8801571779 found new candidate with scale 0.8801572 in 49 iter (worst sc=0.88016) Sample[ 72]: idc = 210 108 40 438 429 51 193 22 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.23025 after refine_(*, conv=F): beta_ref : -0.291832 1.03308 1.32718 1.12581 0.988305 1.52774 0.937108 0.580986 with ||beta_ref - beta_cand|| = 1.70178514319, --> sc = 2.22710379855884 Sample[ 73]: idc = 287 325 54 77 28 46 134 95 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=10.7678 after refine_(*, conv=F): beta_ref : -0.149225 1.01899 0.941762 1.07543 1.02678 0.869107 0.811312 0.883035 with ||beta_ref - beta_cand|| = 12.5250906703, --> sc = 10.8319756483811 Sample[ 74]: idc = 307 418 475 376 335 366 21 127 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=12.3858 after refine_(*, conv=F): beta_ref : -0.1121 1.016 0.887259 1.14477 0.989886 0.976399 0.914407 0.767376 with ||beta_ref - beta_cand|| = 15.4143975266, --> sc = 12.5017563185767 Sample[ 75]: idc = 127 358 212 23 247 253 85 451 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.45172 after refine_(*, conv=F): beta_ref : -0.536385 1.05738 0.32447 1.04991 0.750437 0.721191 0.79215 1.06231 with ||beta_ref - beta_cand|| = 1.84964890954, --> sc = 2.49471585048501 Sample[ 76]: idc = 259 272 297 485 44 424 171 264 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.85244 after refine_(*, conv=F): beta_ref : 0.0433032 1.00234 0.793975 1.39221 0.923936 1.43575 1.33986 0.654002 with ||beta_ref - beta_cand|| = 1.05047542377, --> sc = 1.85535921837746 Sample[ 77]: idc = 63 305 48 458 216 256 163 199 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=9.42523 after refine_(*, conv=F): beta_ref : -0.21436 1.02566 0.977064 0.959882 1.02642 1.17341 0.903149 0.986794 with ||beta_ref - beta_cand|| = 10.1858393254, --> sc = 9.500897750692 Sample[ 78]: idc = 355 368 342 352 123 285 104 317 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.61299 after refine_(*, conv=F): beta_ref : 0.177639 0.981095 1.09312 1.1352 1.07869 1.26151 0.629388 1.49722 with ||beta_ref - beta_cand|| = 1.99537385523, --> sc = 2.66169270316472 Sample[ 79]: idc = 227 353 460 475 489 411 342 273 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.67771 after refine_(*, conv=F): beta_ref : -0.385126 1.04521 1.16268 1.05542 0.691811 0.995764 0.936469 0.568559 with ||beta_ref - beta_cand|| = 5.01265205018, --> sc = 4.81685555338182 Sample[ 80]: idc = 265 341 157 424 204 294 37 175 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.53721 after refine_(*, conv=F): beta_ref : 0.0551152 1.00121 0.871311 1.1369 1.00346 1.20072 0.918533 0.784752 with ||beta_ref - beta_cand|| = 10.0390231122, --> sc = 8.55409851126848 Sample[ 81]: idc = 321 451 67 304 97 128 224 392 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=13.3174 after refine_(*, conv=F): beta_ref : -0.127392 1.02498 0.952771 1.0702 1.00038 0.974722 1.03327 1.0514 with ||beta_ref - beta_cand|| = 10.5003542638, --> sc = 13.2695144687092 Sample[ 82]: idc = 339 1 389 425 445 201 422 390 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.34345 after refine_(*, conv=F): beta_ref : 0.124206 0.991674 1.02339 1.03744 0.509244 0.750362 1.45672 0.919591 with ||beta_ref - beta_cand|| = 1.8727560914, --> sc = 2.33902524701681 Sample[ 83]: idc = 440 357 144 0 325 318 51 381 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.95501 after refine_(*, conv=F): beta_ref : 0.150354 0.984631 1.14959 1.13622 0.666319 1.55927 1.27601 0.96476 with ||beta_ref - beta_cand|| = 1.24905310445, --> sc = 2.01386644500618 Sample[ 84]: idc = 433 355 256 276 420 306 319 148 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=45.2597 after refine_(*, conv=F): beta_ref : -0.0740772 1.01068 1.03997 1.04145 0.91083 0.969691 0.992204 0.977686 with ||beta_ref - beta_cand|| = 38.5374312305, --> sc = 45.4160202524371 find_scale(*, ini.scale = 45.416020252, tol=1e-10): it | new scale 0 | 1.495765745 1 | 1.167743968 2 | 1.038968703 3 | 0.9738352708 4 | 0.9372234427 5 | 0.9155040540 6 | 0.9022299702 7 | 0.8939761021 8 | 0.8887901082 9 | 0.8855106254 10 | 0.8834283716 11 | 0.8821029005 12 | 0.8812577969 13 | 0.8807184142 14 | 0.8803739302 15 | 0.8801538286 16 | 0.8800131611 17 | 0.8799232448 18 | 0.8798657631 19 | 0.8798290134 20 | 0.8798055174 21 | 0.8797904947 22 | 0.8797808894 23 | 0.8797747478 24 | 0.8797708209 25 | 0.8797683101 26 | 0.8797667046 27 | 0.8797656781 28 | 0.8797650218 29 | 0.8797646021 30 | 0.8797643337 31 | 0.8797641621 32 | 0.8797640524 33 | 0.8797639823 34 | 0.8797639374 35 | 0.8797639088 36 | 0.8797638904 37 | 0.8797638787 38 | 0.8797638712 39 | 0.8797638664 40 | 0.8797638633 41 | 0.8797638614 42 | 0.8797638601 43 | 0.8797638593 44 | 0.8797638588 45 | 0.8797638585 46 | 0.8797638583 47 | 0.8797638581 48 | 0.8797638580 found new candidate with scale 0.8797639 in 48 iter (worst sc=0.87976) Sample[ 85]: idc = 186 484 392 18 406 453 374 451 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.35652 after refine_(*, conv=F): beta_ref : 0.000230775 1.00703 0.88109 1.48034 0.574287 0.91896 0.602075 0.883974 with ||beta_ref - beta_cand|| = 2.94765587041, --> sc = 3.33861257263203 Sample[ 86]: idc = 125 79 493 21 410 206 492 359 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.88973 after refine_(*, conv=F): beta_ref : 0.0838321 0.996212 0.589033 1.36868 1.23301 0.670927 0.762749 1.15096 with ||beta_ref - beta_cand|| = 2.42654930513, --> sc = 2.91676652404119 Sample[ 87]: idc = 52 322 110 283 277 292 136 179 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.57857 after refine_(*, conv=F): beta_ref : -0.0150253 1.34972 1.19088 1.35774 1.14415 1.13736 1.09976 0.877761 with ||beta_ref - beta_cand|| = 1.51289023861, --> sc = 2.60587707277176 Sample[ 88]: idc = 292 31 436 369 221 167 473 15 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.63505 after refine_(*, conv=F): beta_ref : 0.176599 0.983441 0.604383 0.859158 0.838853 0.562518 0.758871 1.12472 with ||beta_ref - beta_cand|| = 3.5226721236, --> sc = 3.67339755407451 Sample[ 89]: idc = 314 433 356 401 250 136 338 388 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.48123 after refine_(*, conv=F): beta_ref : 0.0272351 0.7288 0.703304 0.83887 0.898445 0.750371 0.660506 0.954816 with ||beta_ref - beta_cand|| = 2.47427890347, --> sc = 3.52795986785372 Sample[ 90]: idc = 239 14 278 210 128 446 256 103 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.78235 after refine_(*, conv=F): beta_ref : 0.120087 0.993821 1.14403 1.02502 0.71104 1.15262 1.01383 0.800898 with ||beta_ref - beta_cand|| = 4.32097949298, --> sc = 4.71636929142118 Sample[ 91]: idc = 452 123 130 117 85 409 407 403 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.06942 after refine_(*, conv=F): beta_ref : -0.142835 0.984345 0.712708 0.907703 1.13644 0.766208 0.81333 0.906374 with ||beta_ref - beta_cand|| = 4.19636878963, --> sc = 5.08971659882524 Sample[ 92]: idc = 357 270 309 278 323 333 48 497 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=13.3834 after refine_(*, conv=F): beta_ref : 0.0602307 0.99875 1.0236 1.1717 0.984913 1.03659 0.993206 0.893817 with ||beta_ref - beta_cand|| = 13.2417087542, --> sc = 13.4254758717417 Sample[ 93]: idc = 354 250 39 359 469 47 297 89 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=11.2492 after refine_(*, conv=F): beta_ref : 0.0134634 1.00189 0.797045 1.0719 0.6813 0.899398 0.811699 1.07409 with ||beta_ref - beta_cand|| = 13.5161769621, --> sc = 11.3119638312633 Sample[ 94]: idc = 170 105 335 321 297 95 35 48 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.04714 after refine_(*, conv=F): beta_ref : -0.380503 1.04254 1.38751 0.969631 0.766532 1.19048 1.21808 0.633536 with ||beta_ref - beta_cand|| = 4.3023960103, --> sc = 4.03138803241721 Sample[ 95]: idc = 432 25 324 317 449 364 353 402 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.35284 after refine_(*, conv=F): beta_ref : 0.223512 0.976763 0.914245 0.766801 1.47704 0.84106 0.821163 1.33722 with ||beta_ref - beta_cand|| = 0.420855665532, --> sc = 1.34848149667802 Sample[ 96]: idc = 416 132 46 445 346 499 367 254 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=18.3786 after refine_(*, conv=F): beta_ref : -0.110239 1.0186 0.993789 1.05986 0.906936 1.20693 1.05446 0.865548 with ||beta_ref - beta_cand|| = 22.6854693078, --> sc = 18.4376597066501 Sample[ 97]: idc = 325 486 94 390 401 373 450 207 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.7944 after refine_(*, conv=F): beta_ref : 0.110819 1.20535 1.28768 1.14432 1.21681 1.32966 1.06921 0.847731 with ||beta_ref - beta_cand|| = 0.752547913324, --> sc = 1.82373134523782 Sample[ 98]: idc = 259 214 289 95 391 145 351 249 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.7523 after refine_(*, conv=F): beta_ref : 0.128433 1.24576 0.876028 1.16217 1.00803 1.20916 1.40245 0.955807 with ||beta_ref - beta_cand|| = 1.58010742269, --> sc = 2.76765270673943 Sample[ 99]: idc = 303 326 90 194 448 93 369 47 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.04415 after refine_(*, conv=F): beta_ref : -0.193528 1.02665 1.03704 0.964754 1.0004 1.30199 1.12522 0.8616 with ||beta_ref - beta_cand|| = 8.09246548795, --> sc = 7.07976414357763 Sample[100]: idc = 130 337 137 225 103 157 141 164 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.30416 after refine_(*, conv=F): beta_ref : -0.275171 1.01769 1.00278 0.916283 1.02552 0.883911 0.932706 0.988837 with ||beta_ref - beta_cand|| = 3.68019080913, --> sc = 5.22415407341701 Sample[101]: idc = 44 348 1 237 137 467 456 284 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.90064 after refine_(*, conv=F): beta_ref : -0.297679 1.03015 1.34638 1.36993 0.967044 0.996493 1.48024 0.840136 with ||beta_ref - beta_cand|| = 1.17599146936, --> sc = 1.94066241795371 Sample[102]: idc = 321 352 381 116 408 371 400 343 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.86268 after refine_(*, conv=F): beta_ref : -0.11671 1.09159 0.524037 0.97634 1.10292 0.700678 0.783546 1.14103 with ||beta_ref - beta_cand|| = 1.76515965733, --> sc = 2.88683081209493 Sample[103]: idc = 183 44 494 235 383 109 81 370 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.49834 after refine_(*, conv=F): beta_ref : -0.0655005 1.00898 1.57563 1.04075 0.633715 0.991892 1.26168 0.731997 with ||beta_ref - beta_cand|| = 0.724458910457, --> sc = 1.50475654803457 Sample[104]: idc = 472 478 476 307 147 397 247 325 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.11254 after refine_(*, conv=F): beta_ref : 0.0854471 1.24635 0.946141 1.14117 1.02292 1.31665 1.01428 0.892674 with ||beta_ref - beta_cand|| = 2.09927529301, --> sc = 3.14679968028734 Sample[105]: idc = 264 363 128 333 469 273 139 377 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=9.22508 after refine_(*, conv=F): beta_ref : -0.0960034 1.16163 1.12312 1.10709 0.941122 0.893134 0.924858 0.89823 with ||beta_ref - beta_cand|| = 7.31355740437, --> sc = 9.29250616546995 Sample[106]: idc = 233 415 113 121 146 445 144 306 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.15709 after refine_(*, conv=F): beta_ref : 0.154044 0.988461 0.938226 1.24881 1.55672 1.40006 1.02865 1.30939 with ||beta_ref - beta_cand|| = 1.54119074488, --> sc = 2.16439613193083 Sample[107]: idc = 29 401 467 452 307 0 9 114 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.52672 after refine_(*, conv=F): beta_ref : 0.368025 0.96891 0.675791 1.25243 0.979421 0.854398 0.86824 0.869474 with ||beta_ref - beta_cand|| = 3.03561204516, --> sc = 3.50008526648543 Sample[108]: idc = 321 1 123 117 302 141 476 31 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=14.8289 after refine_(*, conv=F): beta_ref : -0.0902119 1.01078 1.03055 1.11209 0.989088 0.996436 0.926842 1.04142 with ||beta_ref - beta_cand|| = 18.0956229179, --> sc = 15.0322515074302 Sample[109]: idc = 441 314 187 380 160 386 156 475 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.87516 after refine_(*, conv=F): beta_ref : -0.0193186 0.773441 0.920255 0.88226 1.03833 0.901727 1.1596 1.24282 with ||beta_ref - beta_cand|| = 4.07588597914, --> sc = 4.99117193827749 Sample[110]: idc = 123 430 449 259 211 207 266 359 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.28703 after refine_(*, conv=F): beta_ref : -0.255355 0.674731 1.06329 1.19868 1.11532 0.807269 0.876007 0.707409 with ||beta_ref - beta_cand|| = 4.17009687464, --> sc = 5.3213920575129 Sample[111]: idc = 53 24 458 259 358 424 476 378 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.60894 after refine_(*, conv=F): beta_ref : 0.245028 0.980403 1.32943 0.740066 0.899222 0.459189 0.929148 1.02371 with ||beta_ref - beta_cand|| = 0.818673814996, --> sc = 1.63018198961108 Sample[112]: idc = 312 127 43 21 204 244 250 337 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.5824 after refine_(*, conv=F): beta_ref : -0.123216 1.0169 1.04828 0.894494 1.11154 0.801678 0.954122 0.755631 with ||beta_ref - beta_cand|| = 9.11105062014, --> sc = 8.48202396845953 Sample[113]: idc = 425 307 127 246 277 79 200 348 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.28539 after refine_(*, conv=F): beta_ref : 0.059594 0.993002 1.50287 1.07017 1.48586 1.14217 0.810804 1.07504 with ||beta_ref - beta_cand|| = 1.81652523497, --> sc = 2.34941454448347 Sample[114]: idc = 211 151 462 241 302 269 109 342 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.433 after refine_(*, conv=F): beta_ref : -0.260992 0.880057 0.911493 1.12502 0.911728 1.10369 0.954312 0.583985 with ||beta_ref - beta_cand|| = 3.76651461082, --> sc = 4.4861818962806 Sample[115]: idc = 335 20 160 470 368 347 445 254 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.88899 after refine_(*, conv=F): beta_ref : 0.248416 0.982625 0.64164 1.36853 0.902069 1.15516 0.583962 0.815924 with ||beta_ref - beta_cand|| = 2.6996143791, --> sc = 2.9149464305292 Sample[116]: idc = 123 37 455 428 372 100 112 238 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.9228 after refine_(*, conv=F): beta_ref : -0.398954 1.04206 0.699953 1.07374 0.488899 0.50204 0.774969 0.589464 with ||beta_ref - beta_cand|| = 2.49029817602, --> sc = 2.93060793406075 Sample[117]: idc = 37 67 49 440 321 65 282 27 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=29.1578 after refine_(*, conv=F): beta_ref : -0.0318084 1.008 1.03794 0.996946 0.918681 1.02067 0.999609 0.98972 with ||beta_ref - beta_cand|| = 34.991540036, --> sc = 29.7321567159634 Sample[118]: idc = 71 426 15 216 44 394 344 51 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=192.582 after refine_(*, conv=F): beta_ref : -0.118447 1.01556 0.908037 0.982355 0.995646 0.969837 0.947219 1.0263 with ||beta_ref - beta_cand|| = 250.02333876, --> sc = 194.338482233196 Sample[119]: idc = 374 136 233 11 414 241 449 195 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.50142 after refine_(*, conv=F): beta_ref : -0.205079 1.02514 0.435944 0.919196 0.812201 0.925421 0.979442 0.44648 with ||beta_ref - beta_cand|| = 0.682250791324, --> sc = 1.50050584319561 Sample[120]: idc = 183 250 458 461 130 462 107 106 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.58915 after refine_(*, conv=F): beta_ref : 0.201948 1.17257 1.01674 0.935522 0.930433 0.724356 1.04227 0.777481 with ||beta_ref - beta_cand|| = 2.35553197226, --> sc = 3.60489551958759 Sample[121]: idc = 240 287 152 434 210 24 402 303 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.33347 after refine_(*, conv=F): beta_ref : -0.00365312 1.00395 0.891085 0.819049 1.18204 1.1202 0.461921 0.867715 with ||beta_ref - beta_cand|| = 4.74806624203, --> sc = 4.38085781024443 Sample[122]: idc = 11 182 303 429 371 95 497 354 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.07272 after refine_(*, conv=F): beta_ref : -0.289672 1.03045 0.738987 1.0758 1.17323 1.26781 0.982695 1.11295 with ||beta_ref - beta_cand|| = 0.217005978398, --> sc = 1.0710024396225 Sample[123]: idc = 88 413 14 415 75 481 492 341 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.60942 after refine_(*, conv=F): beta_ref : 0.221 0.980158 1.27731 1.08797 1.05566 1.4686 0.696556 1.31597 with ||beta_ref - beta_cand|| = 0.810062846315, --> sc = 1.61955551305011 Sample[124]: idc = 382 415 6 59 104 498 345 300 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.96795 after refine_(*, conv=F): beta_ref : 0.0174251 1.00258 1.09909 1.38699 0.999376 1.20959 0.773608 1.01751 with ||beta_ref - beta_cand|| = 5.21031517596, --> sc = 4.96876084525741 Sample[125]: idc = 177 47 186 110 13 465 109 387 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.41451 after refine_(*, conv=F): beta_ref : 0.293702 0.974296 1.0346 0.650608 0.597513 0.800969 0.999947 1.41146 with ||beta_ref - beta_cand|| = 3.4795491782, --> sc = 3.50466242636941 Sample[126]: idc = 459 169 53 81 444 215 396 337 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.96096 after refine_(*, conv=F): beta_ref : -0.208153 0.56937 1.13783 1.05674 1.01694 0.585692 1.1267 0.870677 with ||beta_ref - beta_cand|| = 3.19917389217, --> sc = 4.11288372560866 Sample[127]: idc = 217 442 156 391 303 297 309 22 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=12.9412 after refine_(*, conv=F): beta_ref : -0.0385638 1.00863 1.13344 1.05924 0.969243 0.928089 0.991773 0.831422 with ||beta_ref - beta_cand|| = 16.0102971038, --> sc = 13.0453167822088 Sample[128]: idc = 306 216 487 263 477 95 47 367 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.73978 after refine_(*, conv=F): beta_ref : 0.0175057 1.0035 1.05188 0.851383 1.13081 1.04394 0.783543 1.07078 with ||beta_ref - beta_cand|| = 8.43330576272, --> sc = 7.83237177472069 Sample[129]: idc = 366 432 191 494 357 234 408 335 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.44446 after refine_(*, conv=F): beta_ref : 0.00227459 1.11845 0.936708 0.983501 1.10036 0.695127 0.772204 1.1662 with ||beta_ref - beta_cand|| = 2.36191986996, --> sc = 3.49792722508909 Sample[130]: idc = 176 295 68 70 98 39 320 56 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.70544 after refine_(*, conv=F): beta_ref : 0.39787 0.962573 0.933704 0.833144 0.51083 1.41457 1.01501 0.681363 with ||beta_ref - beta_cand|| = 0.853950091417, --> sc = 1.75238932191641 Sample[131]: idc = 29 192 304 383 435 296 175 189 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.07279 after refine_(*, conv=F): beta_ref : -0.0978992 1.01553 1.05933 0.956246 0.584981 1.46763 1.49963 0.939909 with ||beta_ref - beta_cand|| = 2.75516489188, --> sc = 3.12254243623509 Sample[132]: idc = 490 29 376 36 157 191 425 334 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.67232 after refine_(*, conv=F): beta_ref : 0.024042 0.999098 0.853125 0.556138 0.54768 1.01628 0.734185 0.739913 with ||beta_ref - beta_cand|| = 2.17719826676, --> sc = 2.70505077597644 Sample[133]: idc = 439 63 177 264 144 403 186 427 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.84094 after refine_(*, conv=F): beta_ref : -0.0106942 1.01149 1.14189 1.11608 1.25312 1.28066 1.0271 0.813606 with ||beta_ref - beta_cand|| = 3.48225524718, --> sc = 3.84964081382228 Sample[134]: idc = 282 80 415 440 175 223 251 284 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=10.0117 after refine_(*, conv=F): beta_ref : -0.111044 0.855757 1.0057 1.02526 0.948091 0.787916 0.993271 0.94543 with ||beta_ref - beta_cand|| = 8.79953496687, --> sc = 10.117001488145 Sample[135]: idc = 284 299 83 276 409 256 161 253 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.54476 after refine_(*, conv=F): beta_ref : -0.436342 1.06945 1.10353 1.20118 1.13403 0.99537 1.02569 0.753067 with ||beta_ref - beta_cand|| = 0.502182709076, --> sc = 1.54888844467277 Sample[136]: idc = 74 363 78 95 445 69 271 251 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.65897 after refine_(*, conv=F): beta_ref : -0.0741513 1.18192 1.17862 0.939515 0.957952 1.01152 1.07732 0.895814 with ||beta_ref - beta_cand|| = 7.89701717412, --> sc = 8.80216004900022 Sample[137]: idc = 214 157 57 19 421 337 230 312 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=113.71 after refine_(*, conv=F): beta_ref : -0.0726649 1.00962 1.02258 1.16921 1.07838 0.998889 1.0043 1.20155 with ||beta_ref - beta_cand|| = 152.467810915, --> sc = 115.35851440312 Sample[138]: idc = 388 478 399 360 356 7 20 94 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.67206 after refine_(*, conv=F): beta_ref : -0.0139178 1.00395 1.17696 1.05641 1.02624 0.878155 1.40937 1.78825 with ||beta_ref - beta_cand|| = 2.36261125481, --> sc = 2.70568738706973 Sample[139]: idc = 323 220 80 150 412 417 111 17 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.41056 after refine_(*, conv=F): beta_ref : -0.0483766 1.00806 0.797848 1.17223 1.39427 1.32697 0.537511 1.3247 with ||beta_ref - beta_cand|| = 0.600866174254, --> sc = 1.41927440366112 Sample[140]: idc = 291 163 100 1 226 227 142 65 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=14.682 after refine_(*, conv=F): beta_ref : -0.0765818 1.01468 0.87082 1.12233 1.00614 0.908173 0.941192 1.03669 with ||beta_ref - beta_cand|| = 17.169085162, --> sc = 14.7538453664564 Sample[141]: idc = 257 287 195 94 473 410 90 419 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.51384 after refine_(*, conv=F): beta_ref : -0.32839 0.610548 0.913889 1.24666 1.11933 0.975256 0.759198 1.14502 with ||beta_ref - beta_cand|| = 1.35759328253, --> sc = 2.5470035137285 Sample[142]: idc = 368 424 267 164 305 452 411 416 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.13252 after refine_(*, conv=F): beta_ref : -0.224452 0.878214 1.3637 0.979028 0.993892 1.32505 1.03358 1.14623 with ||beta_ref - beta_cand|| = 1.16901511998, --> sc = 2.17447205099531 Sample[143]: idc = 95 375 277 444 486 179 102 11 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.72475 after refine_(*, conv=F): beta_ref : -0.346817 1.03868 0.737237 1.10162 1.04457 0.794009 0.547425 1.46939 with ||beta_ref - beta_cand|| = 1.99684916493, --> sc = 2.74644208823108 Sample[144]: idc = 130 482 279 270 163 499 498 33 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.65709 after refine_(*, conv=F): beta_ref : 0.283418 0.976403 0.888491 0.954967 0.770437 0.890474 0.943856 0.437453 with ||beta_ref - beta_cand|| = 0.844491707241, --> sc = 1.6685188689368 Sample[145]: idc = 295 207 237 225 280 24 275 329 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.90358 after refine_(*, conv=F): beta_ref : 0.26954 0.980071 0.808641 1.18126 1.01372 1.2403 0.934764 0.65523 with ||beta_ref - beta_cand|| = 3.57716279739, --> sc = 3.94359916409972 Sample[146]: idc = 148 167 33 219 105 216 317 243 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=11.076 after refine_(*, conv=F): beta_ref : 0.0167092 1.0027 0.993763 1.15147 0.92285 0.995119 0.741803 0.947622 with ||beta_ref - beta_cand|| = 13.3927227623, --> sc = 11.2390968039129 Sample[147]: idc = 363 223 14 28 474 5 333 492 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.62516 after refine_(*, conv=F): beta_ref : -0.328188 1.03463 0.850231 1.13522 0.250733 0.558315 0.933466 0.967545 with ||beta_ref - beta_cand|| = 2.17642272314, --> sc = 2.64303931013208 Sample[148]: idc = 330 430 41 436 498 402 349 345 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.84009 after refine_(*, conv=F): beta_ref : -0.439317 1.04527 1.48741 1.32365 0.986171 1.1072 0.829072 0.748815 with ||beta_ref - beta_cand|| = 2.51744524116, --> sc = 2.84546674376805 Sample[149]: idc = 254 257 298 360 27 45 190 9 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.65682 after refine_(*, conv=F): beta_ref : 0.273269 0.975511 0.688854 0.809385 1.47565 0.863113 1.01486 0.853384 with ||beta_ref - beta_cand|| = 0.87975390504, --> sc = 1.66736812864941 Sample[150]: idc = 8 123 398 374 415 31 254 208 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.02093 after refine_(*, conv=F): beta_ref : 0.0166057 0.997837 1.53728 1.3172 1.10718 0.896242 0.726894 0.798785 with ||beta_ref - beta_cand|| = 1.24285355312, --> sc = 2.02322803965907 Sample[151]: idc = 376 43 344 118 36 108 368 125 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.93991 after refine_(*, conv=F): beta_ref : -0.174814 1.01934 1.81008 1.05372 0.951226 1.09374 0.803825 1.2367 with ||beta_ref - beta_cand|| = 1.32105693597, --> sc = 1.95432461377459 Sample[152]: idc = 168 244 293 312 432 158 77 425 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.65583 after refine_(*, conv=F): beta_ref : 0.0791715 0.976588 0.694559 1.14557 0.692892 0.656732 1.07203 1.15208 with ||beta_ref - beta_cand|| = 0.709276735467, --> sc = 1.67341275507331 Sample[153]: idc = 241 137 174 382 433 222 437 397 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.9211 after refine_(*, conv=F): beta_ref : 0.0706219 1.08178 0.936109 0.911143 1.00014 0.944544 0.884089 1.10673 with ||beta_ref - beta_cand|| = 5.48062949336, --> sc = 6.95280488563613 Sample[154]: idc = 399 303 86 295 270 157 328 371 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.41253 after refine_(*, conv=F): beta_ref : -0.185395 1.19353 0.889846 1.02141 1.18018 0.877668 1.04872 0.902407 with ||beta_ref - beta_cand|| = 4.0620307082, --> sc = 5.4258069115249 Sample[155]: idc = 150 424 176 466 254 310 319 141 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.94054 after refine_(*, conv=F): beta_ref : -0.329506 1.04585 0.659756 1.12439 1.51529 1.11029 1.14524 0.719768 with ||beta_ref - beta_cand|| = 1.16328209662, --> sc = 1.9564264428264 Sample[156]: idc = 152 365 149 91 234 226 168 70 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.92724 after refine_(*, conv=F): beta_ref : -0.163352 0.855538 0.97949 1.0989 1.01174 0.88591 0.877085 1.25168 with ||beta_ref - beta_cand|| = 2.58259044672, --> sc = 3.9243127771694 Sample[157]: idc = 125 38 7 10 458 159 3 73 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.21304 after refine_(*, conv=F): beta_ref : 0.288675 0.973869 0.858475 0.623378 0.893178 0.78872 0.778551 0.664712 with ||beta_ref - beta_cand|| = 2.6427970343, --> sc = 3.18430610641341 Sample[158]: idc = 269 464 385 373 456 215 493 203 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.04237 after refine_(*, conv=F): beta_ref : -0.137484 0.9395 0.892271 1.22113 1.16574 0.853887 1.147 1.22239 with ||beta_ref - beta_cand|| = 3.81929407991, --> sc = 5.05843226824057 Sample[159]: idc = 334 421 355 200 42 470 4 62 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=45.5934 after refine_(*, conv=F): beta_ref : -0.072615 1.01219 0.905534 1.0169 1.00889 0.993109 0.825183 0.956144 with ||beta_ref - beta_cand|| = 53.1920922128, --> sc = 45.9841232314551 Sample[160]: idc = 265 498 412 15 411 219 267 171 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=42.7537 after refine_(*, conv=F): beta_ref : -0.0883984 1.01097 0.968493 1.03623 0.935776 0.955496 0.972471 0.969408 with ||beta_ref - beta_cand|| = 54.3334086311, --> sc = 42.7907289809857 Sample[161]: idc = 325 192 170 127 396 141 426 298 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.46323 after refine_(*, conv=F): beta_ref : -0.166395 1.0239 1.40276 1.02486 0.958664 1.26482 1.03688 1.01617 with ||beta_ref - beta_cand|| = 2.73228621814, --> sc = 3.36676394485096 Sample[162]: idc = 178 343 18 113 219 172 106 297 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=19.8532 after refine_(*, conv=F): beta_ref : -0.0316801 1.00832 0.967704 1.11499 0.891322 1.01381 0.729415 1.01288 with ||beta_ref - beta_cand|| = 24.7916444802, --> sc = 19.8423229757624 Sample[163]: idc = 464 64 114 416 12 333 176 420 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.63461 after refine_(*, conv=F): beta_ref : -0.000551516 1.00473 1.10925 1.40641 1.27596 1.15593 1.31056 0.899453 with ||beta_ref - beta_cand|| = 3.32944154259, --> sc = 3.65329721225861 Sample[164]: idc = 270 109 103 159 166 256 299 175 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.70378 after refine_(*, conv=F): beta_ref : -0.402016 0.853362 0.945478 0.875145 0.840312 0.883879 1.31911 0.867025 with ||beta_ref - beta_cand|| = 0.674716267817, --> sc = 1.72897735468088 Sample[165]: idc = 345 480 347 212 14 247 460 336 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.78925 after refine_(*, conv=F): beta_ref : -0.103095 1.01341 0.637473 1.53167 1.26802 1.00786 1.22133 1.65084 with ||beta_ref - beta_cand|| = 0.974589899831, --> sc = 1.79415435636084 Sample[166]: idc = 492 260 420 455 459 394 283 154 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.43546 after refine_(*, conv=F): beta_ref : -0.617955 1.05866 1.04621 0.700264 0.991136 1.24003 1.03779 0.816101 with ||beta_ref - beta_cand|| = 0.621975133792, --> sc = 1.46316457678014 Sample[167]: idc = 270 116 338 450 361 303 166 466 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=65.9276 after refine_(*, conv=F): beta_ref : -0.0917783 1.05837 0.963547 1.04708 1.00333 0.951661 0.910883 0.931724 with ||beta_ref - beta_cand|| = 54.7454154049, --> sc = 67.4458915251051 Sample[168]: idc = 78 460 206 491 214 97 67 22 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.90042 after refine_(*, conv=F): beta_ref : -0.518487 1.05355 0.398323 1.04737 0.849355 0.963487 0.698837 1.09438 with ||beta_ref - beta_cand|| = 1.02809884158, --> sc = 1.9228194127475 Sample[169]: idc = 34 235 145 325 433 307 183 195 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.55267 after refine_(*, conv=F): beta_ref : 0.305657 0.972759 0.90886 0.753564 1.05566 1.12586 0.741885 1.11208 with ||beta_ref - beta_cand|| = 2.98412205658, --> sc = 3.56733164636008 Sample[170]: idc = 206 31 258 358 445 167 354 321 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=29.7859 after refine_(*, conv=F): beta_ref : 0.0391501 1.00079 0.978411 1.15048 0.959675 0.941297 0.845801 0.915254 with ||beta_ref - beta_cand|| = 35.5497794111, --> sc = 29.5122367762 Sample[171]: idc = 220 42 141 259 32 482 125 308 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.62856 after refine_(*, conv=F): beta_ref : -0.203751 1.02256 1.07623 1.10597 1.14892 0.818397 1.51608 1.5486 with ||beta_ref - beta_cand|| = 2.24570015566, --> sc = 2.64865665034839 Sample[172]: idc = 353 177 79 345 373 226 221 487 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.71819 after refine_(*, conv=F): beta_ref : -0.0707177 0.731481 0.837353 1.15884 1.31174 0.970898 0.905765 0.753944 with ||beta_ref - beta_cand|| = 0.631391338273, --> sc = 1.72295122832054 Sample[173]: idc = 385 307 258 366 400 371 184 445 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.12789 after refine_(*, conv=F): beta_ref : -0.117446 1.00908 1.04561 0.883086 1.20449 0.912853 1.18028 1.16435 with ||beta_ref - beta_cand|| = 5.3911286062, --> sc = 6.13843120581792 Sample[174]: idc = 85 316 256 89 104 295 115 320 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=12.318 after refine_(*, conv=F): beta_ref : -0.0991206 0.913225 0.913819 1.00413 1.00509 0.837941 0.896465 0.840617 with ||beta_ref - beta_cand|| = 11.6797200054, --> sc = 12.4904757961023 Sample[175]: idc = 285 186 303 229 454 335 217 197 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=16.8078 after refine_(*, conv=F): beta_ref : -0.105552 1.02813 0.96053 1.0835 1.01039 0.934775 1.01435 1.05911 with ||beta_ref - beta_cand|| = 13.5900148336, --> sc = 16.8177899787261 Sample[176]: idc = 259 398 202 212 462 389 204 475 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.50205 after refine_(*, conv=F): beta_ref : -0.145756 1.21785 0.686103 1.03465 0.864407 0.774484 0.989939 1.03299 with ||beta_ref - beta_cand|| = 2.26523566687, --> sc = 3.51765908929485 Sample[177]: idc = 35 495 397 250 169 468 7 450 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.2464 after refine_(*, conv=F): beta_ref : -0.279242 1.03328 0.766753 1.26682 1.21416 1.17827 1.06252 1.0545 with ||beta_ref - beta_cand|| = 5.74109715366, --> sc = 5.28620508183937 Sample[178]: idc = 99 237 113 371 305 228 333 156 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=37.3397 after refine_(*, conv=F): beta_ref : -0.0224956 0.971735 1.00907 1.0532 0.980987 0.925993 0.964916 0.949856 with ||beta_ref - beta_cand|| = 33.6583599912, --> sc = 38.4159312480821 Sample[179]: idc = 285 145 458 304 88 432 2 102 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.68025 after refine_(*, conv=F): beta_ref : -0.270306 1.02893 0.401939 0.970129 1.08054 1.03429 0.60613 1.34774 with ||beta_ref - beta_cand|| = 0.866236314051, --> sc = 1.68280902056838 Sample[180]: idc = 188 498 270 103 32 288 370 350 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.45334 after refine_(*, conv=F): beta_ref : -0.420577 1.04686 0.661055 1.12689 1.0335 0.720632 1.25772 1.20177 with ||beta_ref - beta_cand|| = 4.15803183292, --> sc = 4.4525103705445 Sample[181]: idc = 194 172 134 33 334 66 0 79 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=9.87573 after refine_(*, conv=F): beta_ref : -0.321607 1.03774 0.825228 1.13861 1.16143 1.05896 0.940329 0.941455 with ||beta_ref - beta_cand|| = 9.80884310039, --> sc = 9.82929225707734 Sample[182]: idc = 136 449 314 62 194 296 16 340 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.55243 after refine_(*, conv=F): beta_ref : 0.155813 0.988686 1.00602 0.892903 0.771799 1.18683 0.776304 0.787267 with ||beta_ref - beta_cand|| = 7.25885640002, --> sc = 6.58347675451617 Sample[183]: idc = 269 481 480 215 19 161 216 281 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=11.2164 after refine_(*, conv=F): beta_ref : 0.0304333 1.00193 0.981413 0.89286 1.11934 0.928839 0.994562 1.06969 with ||beta_ref - beta_cand|| = 12.7788021862, --> sc = 11.2576184951277 Sample[184]: idc = 414 155 137 192 40 79 237 38 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.66371 after refine_(*, conv=F): beta_ref : -0.224247 1.02807 1.18195 0.591374 0.792755 1.20928 1.1207 0.660965 with ||beta_ref - beta_cand|| = 3.2247477658, --> sc = 3.66824240419431 Sample[185]: idc = 43 61 182 62 314 199 369 84 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.57853 after refine_(*, conv=F): beta_ref : 0.239475 0.979771 0.815255 1.00753 0.826993 1.41732 0.905111 0.517681 with ||beta_ref - beta_cand|| = 0.764809781304, --> sc = 1.60210715048771 Sample[186]: idc = 298 339 66 398 428 83 183 468 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=11.7362 after refine_(*, conv=F): beta_ref : 0.0526711 0.991969 0.989117 0.994336 1.14026 0.879924 1.03687 1.03515 with ||beta_ref - beta_cand|| = 11.0557517578, --> sc = 11.8596542494475 Sample[187]: idc = 266 61 121 187 339 176 192 301 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.79822 after refine_(*, conv=F): beta_ref : -0.00215867 1.00757 1.03298 1.37582 1.20516 1.094 0.773716 0.95994 with ||beta_ref - beta_cand|| = 4.52807482911, --> sc = 4.83698731701986 Sample[188]: idc = 167 4 449 183 390 466 11 215 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.22429 after refine_(*, conv=F): beta_ref : 0.0299453 1.00019 0.738698 0.927159 1.2132 0.957802 0.841937 1.12034 with ||beta_ref - beta_cand|| = 10.2474258843, --> sc = 8.30111219062377 Sample[189]: idc = 320 152 274 498 175 68 441 395 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=37.0474 after refine_(*, conv=F): beta_ref : -0.0417042 0.986906 1.00098 1.01165 0.972881 0.885382 0.968728 0.978052 with ||beta_ref - beta_cand|| = 33.6455662067, --> sc = 37.1976210625057 Sample[190]: idc = 5 53 370 296 223 194 65 107 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.25067 after refine_(*, conv=F): beta_ref : 0.0853597 0.995505 0.801097 1.42315 1.27877 0.714863 0.781393 1.24523 with ||beta_ref - beta_cand|| = 1.42375191762, --> sc = 2.24567230989293 Sample[191]: idc = 365 92 113 412 171 233 141 44 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.4994 after refine_(*, conv=F): beta_ref : -0.504974 1.05121 1.21893 0.823222 0.914676 1.14087 0.480364 0.716268 with ||beta_ref - beta_cand|| = 0.699739510285, --> sc = 1.49851677056762 Sample[192]: idc = 462 396 366 10 483 298 368 456 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=0.97685 after refine_(*, conv=F): beta_ref : -0.337352 1.03736 1.1343 0.899405 1.05415 0.876133 0.86398 0.841729 with ||beta_ref - beta_cand|| = 0.159835592075, --> sc = 0.981878593518732 Sample[193]: idc = 164 68 35 437 396 166 268 405 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.17339 after refine_(*, conv=F): beta_ref : -0.0248094 1.00231 1.28588 0.855455 0.66052 0.990029 0.897775 1.2608 with ||beta_ref - beta_cand|| = 0.395273104968, --> sc = 1.18896054051427 Sample[194]: idc = 229 403 330 230 323 93 195 413 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=27.9133 after refine_(*, conv=F): beta_ref : -0.0179253 1.00855 1.01817 1.04123 0.952942 1.01802 0.868812 0.983626 with ||beta_ref - beta_cand|| = 25.1232423816, --> sc = 26.8831027476339 Sample[195]: idc = 395 186 171 157 398 226 184 344 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.61085 after refine_(*, conv=F): beta_ref : 0.156588 0.877947 1.17046 1.08949 1.20944 1.06208 1.19292 1.18451 with ||beta_ref - beta_cand|| = 0.539627199884, --> sc = 1.6366468900344 Sample[196]: idc = 50 210 241 36 92 273 280 424 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.45822 after refine_(*, conv=F): beta_ref : 0.0655727 0.998196 0.869772 0.810989 0.613295 1.39536 0.792188 0.391679 with ||beta_ref - beta_cand|| = 1.82390233075, --> sc = 2.46507389847913 Sample[197]: idc = 495 407 221 254 4 434 92 272 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.44723 after refine_(*, conv=F): beta_ref : -0.00751661 1.00662 1.65972 0.777447 0.986199 0.929805 1.33756 0.63568 with ||beta_ref - beta_cand|| = 1.8975447286, --> sc = 2.45992092325007 Sample[198]: idc = 325 73 434 171 173 157 417 245 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=20.3131 after refine_(*, conv=F): beta_ref : -0.073006 0.952275 1.00688 1.10309 1.03044 0.989583 0.947343 0.981425 with ||beta_ref - beta_cand|| = 18.3374405531, --> sc = 20.6576190209234 Sample[199]: idc = 345 476 426 451 232 456 31 256 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.28878 after refine_(*, conv=F): beta_ref : 0.0317427 1.00101 1.37466 0.905552 0.469383 0.89657 1.3089 0.770815 with ||beta_ref - beta_cand|| = 1.70835579833, --> sc = 2.28144160658833 Sample[200]: idc = 274 203 245 345 254 461 14 65 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.6683 after refine_(*, conv=F): beta_ref : 0.334927 0.970334 0.508223 1.29473 1.05426 0.60749 0.873483 1.31115 with ||beta_ref - beta_cand|| = 0.873928051698, --> sc = 1.65920709009252 Sample[201]: idc = 365 332 218 140 328 117 255 285 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=14.2747 after refine_(*, conv=F): beta_ref : -0.147588 0.849402 1.00864 1.05209 0.991162 0.963254 0.904901 0.89943 with ||beta_ref - beta_cand|| = 11.8820846987, --> sc = 14.3270523019011 Sample[202]: idc = 133 446 323 64 459 252 214 225 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.91323 after refine_(*, conv=F): beta_ref : 0.144228 1.00501 0.841374 1.12551 1.13621 1.16507 0.65536 1.2928 with ||beta_ref - beta_cand|| = 0.834973850163, --> sc = 1.86026944781335 Sample[203]: idc = 474 328 454 46 222 402 76 387 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.86119 after refine_(*, conv=F): beta_ref : -0.543457 1.05702 1.44694 1.44124 1.19793 1.15886 0.791257 0.742362 with ||beta_ref - beta_cand|| = 1.16482364875, --> sc = 1.89956209606269 Sample[204]: idc = 82 312 482 141 457 348 377 118 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=40.8795 after refine_(*, conv=F): beta_ref : -0.0697256 0.997208 0.939124 1.04784 0.954775 0.977433 0.938228 0.974928 with ||beta_ref - beta_cand|| = 36.6992463466, --> sc = 41.0752928410497 Sample[205]: idc = 102 439 449 464 417 253 353 158 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.00244 after refine_(*, conv=F): beta_ref : 0.0298771 0.743759 1.0322 1.21872 0.964075 0.682859 0.899419 0.564753 with ||beta_ref - beta_cand|| = 0.891579968018, --> sc = 2.00368299742111 Sample[206]: idc = 11 480 329 327 263 137 46 357 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.16114 after refine_(*, conv=F): beta_ref : 0.0269406 1.00066 0.821162 1.47327 0.89792 1.05387 0.730992 1.25258 with ||beta_ref - beta_cand|| = 0.319942048096, --> sc = 1.17702383152708 Sample[207]: idc = 316 227 407 221 169 424 148 483 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.16658 after refine_(*, conv=F): beta_ref : -0.21165 1.03179 0.949855 0.821214 1.24452 1.16475 0.897422 1.43835 with ||beta_ref - beta_cand|| = 2.48834912792, --> sc = 3.15885380374381 Sample[208]: idc = 160 175 308 367 146 6 95 368 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.18128 after refine_(*, conv=F): beta_ref : -0.471384 1.04945 0.919006 1.34191 0.733288 0.384947 0.854313 1.08367 with ||beta_ref - beta_cand|| = 1.47064787711, --> sc = 2.22256939812005 Sample[209]: idc = 346 266 335 65 491 120 423 357 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.90683 after refine_(*, conv=F): beta_ref : -0.0115852 1.22155 1.09352 0.736036 1.09355 0.959313 0.892872 0.962466 with ||beta_ref - beta_cand|| = 3.52833911819, --> sc = 4.96727340606947 Sample[210]: idc = 33 125 104 289 424 84 334 11 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=50.3486 after refine_(*, conv=F): beta_ref : -0.0715877 1.01202 1.00153 1.10804 0.9492 0.935363 1.01507 0.931917 with ||beta_ref - beta_cand|| = 61.9329365194, --> sc = 50.9326707014998 Sample[211]: idc = 352 321 220 197 238 146 110 233 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=16.0254 after refine_(*, conv=F): beta_ref : -0.110441 1.00852 0.962655 1.1443 1.03681 1.01878 1.06583 1.07356 with ||beta_ref - beta_cand|| = 13.5112418781, --> sc = 16.0840327392708 Sample[212]: idc = 297 427 272 34 17 333 203 478 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.78965 after refine_(*, conv=F): beta_ref : -0.237632 1.02796 1.45595 0.930878 1.13915 1.39666 1.45478 0.462849 with ||beta_ref - beta_cand|| = 1.15738168014, --> sc = 1.83207530569802 Sample[213]: idc = 380 179 30 364 144 232 213 294 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.48383 after refine_(*, conv=F): beta_ref : 0.0321096 1.0009 1.01288 1.05555 0.883784 0.998139 0.942605 0.910993 with ||beta_ref - beta_cand|| = 8.53437279599, --> sc = 8.29282669793725 Sample[214]: idc = 294 496 340 362 20 261 365 472 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.88913 after refine_(*, conv=F): beta_ref : 0.147077 0.98795 0.969397 1.21375 1.45653 1.66475 0.809331 1.03174 with ||beta_ref - beta_cand|| = 1.25093081706, --> sc = 1.90258892937103 Sample[215]: idc = 38 490 1 301 360 5 65 107 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.18583 after refine_(*, conv=F): beta_ref : -0.172151 1.02099 0.752909 0.897261 0.977832 1.04712 0.805137 0.907471 with ||beta_ref - beta_cand|| = 7.57526129633, --> sc = 7.18956869729015 Sample[216]: idc = 94 288 424 246 482 475 347 43 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.57246 after refine_(*, conv=F): beta_ref : -0.200631 1.02214 0.927272 0.733864 0.756411 1.18654 0.861323 0.638422 with ||beta_ref - beta_cand|| = 3.03629212751, --> sc = 3.49942964319788 Sample[217]: idc = 401 485 24 105 255 55 277 439 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=113.183 after refine_(*, conv=F): beta_ref : -0.0390464 1.00687 0.960657 1.06546 0.985765 0.935562 0.947231 0.910768 with ||beta_ref - beta_cand|| = 143.550452645, --> sc = 114.570466996518 Sample[218]: idc = 303 317 111 345 448 221 142 184 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.04416 after refine_(*, conv=F): beta_ref : -0.0318391 1.1481 0.870036 0.860806 0.830536 0.937311 1.02085 1.08542 with ||beta_ref - beta_cand|| = 2.76169636432, --> sc = 4.05206272557363 Sample[219]: idc = 175 87 327 97 174 150 322 79 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=21.4611 after refine_(*, conv=F): beta_ref : -0.0381684 1.00896 0.935142 1.05171 0.978716 0.949205 0.876904 0.926786 with ||beta_ref - beta_cand|| = 20.4484418958, --> sc = 21.1292898706049 Sample[220]: idc = 414 196 126 195 416 79 129 198 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.10259 after refine_(*, conv=F): beta_ref : 0.159979 1.16906 1.23397 0.933287 1.14602 0.985706 0.947373 1.21772 with ||beta_ref - beta_cand|| = 4.66658365591, --> sc = 5.25584502546421 Sample[221]: idc = 365 111 382 492 274 4 266 272 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.60081 after refine_(*, conv=F): beta_ref : -0.0714264 1.0111 1.1795 0.834167 1.16073 1.38097 0.824821 0.793922 with ||beta_ref - beta_cand|| = 4.5653749842, --> sc = 4.59842717256927 Sample[222]: idc = 135 18 290 365 120 433 26 458 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.95137 after refine_(*, conv=F): beta_ref : 0.0792669 0.993854 0.503511 0.993988 0.997477 0.288977 0.763192 1.36868 with ||beta_ref - beta_cand|| = 1.3130416705, --> sc = 1.9719971743381 Sample[223]: idc = 241 119 106 472 346 483 395 258 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.63705 after refine_(*, conv=F): beta_ref : -0.48792 1.05317 1.42887 0.839456 0.998455 0.518534 0.908905 0.620218 with ||beta_ref - beta_cand|| = 0.893053846302, --> sc = 1.68799007642903 Sample[224]: idc = 233 334 249 400 122 94 440 184 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.81546 after refine_(*, conv=F): beta_ref : -0.171702 1.02461 0.793177 0.866455 1.16475 0.365945 0.839167 0.838246 with ||beta_ref - beta_cand|| = 0.915057957128, --> sc = 1.84298112722182 Sample[225]: idc = 275 426 287 155 162 79 187 43 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.53833 after refine_(*, conv=F): beta_ref : 0.179025 0.984381 1.24628 0.608116 0.955381 1.04491 0.651017 0.907522 with ||beta_ref - beta_cand|| = 3.25107278761, --> sc = 3.54579610445428 Sample[226]: idc = 459 80 91 207 127 278 469 180 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.592 after refine_(*, conv=F): beta_ref : -0.247588 0.910028 1.00996 1.12817 1.01499 0.764101 0.872971 0.764804 with ||beta_ref - beta_cand|| = 3.5648117523, --> sc = 4.60952399552075 Sample[227]: idc = 19 72 335 344 322 102 354 273 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=172.776 after refine_(*, conv=F): beta_ref : -0.0170083 1.00772 0.94838 1.08631 0.893402 0.956732 0.866366 0.947275 with ||beta_ref - beta_cand|| = 211.531346946, --> sc = 172.926035638685 Sample[228]: idc = 97 357 19 430 220 46 44 73 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.29221 after refine_(*, conv=F): beta_ref : 0.135429 0.989789 0.821687 0.964006 1.02411 0.772301 0.892052 0.743827 with ||beta_ref - beta_cand|| = 6.50391784155, --> sc = 6.25870363781854 Sample[229]: idc = 317 243 72 36 210 225 56 275 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.61019 after refine_(*, conv=F): beta_ref : -0.367508 1.04197 0.321308 0.631481 1.2402 1.24056 0.714642 0.552115 with ||beta_ref - beta_cand|| = 0.954872957641, --> sc = 1.65290997350672 Sample[230]: idc = 145 386 443 393 331 181 387 118 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.45441 after refine_(*, conv=F): beta_ref : 0.00874966 1.13535 1.03868 0.825305 0.848783 0.865461 0.68213 0.979445 with ||beta_ref - beta_cand|| = 3.29368794075, --> sc = 4.50863912970335 Sample[231]: idc = 125 187 223 299 75 207 428 238 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.03971 after refine_(*, conv=F): beta_ref : -0.196806 0.809872 0.685853 1.02172 1.14544 1.2205 0.877371 0.942678 with ||beta_ref - beta_cand|| = 2.11382651948, --> sc = 3.07348644526722 Sample[232]: idc = 75 24 144 94 211 172 365 4 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.41851 after refine_(*, conv=F): beta_ref : 0.45442 0.959822 1.10864 0.840645 0.6758 1.01154 0.803585 1.01023 with ||beta_ref - beta_cand|| = 1.68085565314, --> sc = 2.45484676761744 Sample[233]: idc = 338 335 38 201 34 190 241 91 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.59871 after refine_(*, conv=F): beta_ref : -0.149749 1.0188 1.02955 0.851158 1.15235 0.938353 0.854564 0.488244 with ||beta_ref - beta_cand|| = 6.70018511991, --> sc = 5.64385329787537 Sample[234]: idc = 149 395 460 379 443 336 32 167 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=15.5944 after refine_(*, conv=F): beta_ref : -0.0958042 1.01483 1.01233 1.05738 0.992618 0.9706 0.970181 0.984296 with ||beta_ref - beta_cand|| = 17.9215989725, --> sc = 15.5882441731785 find_scale(*, ini.scale = 15.588244173, tol=1e-10): it | new scale 0 | 1.489595987 1 | 1.164275709 2 | 1.036518361 3 | 0.9719316641 4 | 0.9357125429 5 | 0.9142906216 6 | 0.9012410201 7 | 0.8931546626 8 | 0.8880922345 9 | 0.8849029349 10 | 0.8828858176 11 | 0.8816069244 12 | 0.8807948210 13 | 0.8802786245 14 | 0.8799503102 15 | 0.8797414110 16 | 0.8796084596 17 | 0.8795238306 18 | 0.8794699554 19 | 0.8794356559 20 | 0.8794138183 21 | 0.8793999146 22 | 0.8793910620 23 | 0.8793854256 24 | 0.8793818368 25 | 0.8793795517 26 | 0.8793780968 27 | 0.8793771704 28 | 0.8793765806 29 | 0.8793762050 30 | 0.8793759659 31 | 0.8793758136 32 | 0.8793757167 33 | 0.8793756550 34 | 0.8793756157 35 | 0.8793755906 36 | 0.8793755747 37 | 0.8793755646 38 | 0.8793755581 39 | 0.8793755540 40 | 0.8793755514 41 | 0.8793755497 42 | 0.8793755486 43 | 0.8793755480 44 | 0.8793755475 45 | 0.8793755473 46 | 0.8793755471 47 | 0.8793755470 48 | 0.8793755469 found new candidate with scale 0.8793755 in 48 iter (worst sc=0.87938) Sample[235]: idc = 161 270 381 74 128 44 6 446 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.8769 after refine_(*, conv=F): beta_ref : -0.122765 1.01738 0.309185 1.17507 1.12873 0.826847 0.924755 1.26994 with ||beta_ref - beta_cand|| = 2.76591679705, --> sc = 2.930841231509 Sample[236]: idc = 466 83 451 7 95 22 261 293 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.16508 after refine_(*, conv=F): beta_ref : 0.00092698 1.00408 0.871572 0.935756 0.951939 0.880722 1.1258 1.02362 with ||beta_ref - beta_cand|| = 8.04177309943, --> sc = 7.23292789652084 Sample[237]: idc = 325 50 180 479 369 373 129 267 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=111.986 after refine_(*, conv=F): beta_ref : -0.0759627 1.00254 0.967001 1.05438 1.00519 1.00318 0.940469 0.984744 with ||beta_ref - beta_cand|| = 108.189138642, --> sc = 112.910140698975 Sample[238]: idc = 142 168 495 173 350 28 445 189 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.94844 after refine_(*, conv=F): beta_ref : 0.335789 0.972511 1.00301 1.46033 0.95751 0.65164 0.99844 0.626321 with ||beta_ref - beta_cand|| = 2.38198455609, --> sc = 2.9559370486315 Sample[239]: idc = 96 197 273 267 164 327 464 382 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.92912 after refine_(*, conv=F): beta_ref : -0.302162 0.909138 0.757621 0.974973 0.648689 0.932999 1.25391 0.934993 with ||beta_ref - beta_cand|| = 1.94793728245, --> sc = 2.94148974538213 Sample[240]: idc = 172 98 368 45 297 410 173 162 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.79443 after refine_(*, conv=F): beta_ref : 0.0542596 1.00257 0.425469 1.32533 0.860658 0.997785 1.12683 1.02823 with ||beta_ref - beta_cand|| = 4.00745447711, --> sc = 3.84179215000363 Sample[241]: idc = 312 76 70 170 235 255 197 476 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.06259 after refine_(*, conv=F): beta_ref : 0.275403 1.1508 0.893984 1.02204 0.602435 0.873439 0.917162 0.983008 with ||beta_ref - beta_cand|| = 1.95816421903, --> sc = 3.09328047630606 Sample[242]: idc = 123 102 94 405 296 196 87 216 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.66889 after refine_(*, conv=F): beta_ref : 0.239553 1.10477 1.1219 0.963872 0.964486 1.02239 0.751081 0.900556 with ||beta_ref - beta_cand|| = 2.33085219559, --> sc = 3.6788308568065 Sample[243]: idc = 381 331 355 265 336 324 401 296 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.15134 after refine_(*, conv=F): beta_ref : 0.107916 1.3079 1.06345 0.974305 0.908308 0.948967 0.862618 1.10501 with ||beta_ref - beta_cand|| = 2.14217149254, --> sc = 3.21292636293099 Sample[244]: idc = 359 305 31 123 256 385 312 222 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=34.1848 after refine_(*, conv=F): beta_ref : -0.0716571 1.0099 0.958826 1.10845 1.03256 0.968377 0.939169 1.08585 with ||beta_ref - beta_cand|| = 47.3058979153, --> sc = 34.8490157711794 Sample[245]: idc = 24 130 340 488 296 394 261 386 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.2994 after refine_(*, conv=F): beta_ref : 0.0866507 0.995563 0.903629 0.972122 0.974704 0.698157 1.23766 0.912051 with ||beta_ref - beta_cand|| = 8.09859213124, --> sc = 7.32872449357587 Sample[246]: idc = 163 314 390 259 293 45 48 270 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.47901 after refine_(*, conv=F): beta_ref : -0.109245 1.01286 0.509261 0.826328 0.526673 1.15474 1.26742 0.919562 with ||beta_ref - beta_cand|| = 0.614028441189, --> sc = 1.48861433352179 Sample[247]: idc = 469 311 196 454 12 324 67 77 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.17594 after refine_(*, conv=F): beta_ref : -0.116607 1.01524 1.11856 0.978343 1.21599 0.981348 1.05196 0.943769 with ||beta_ref - beta_cand|| = 6.44728659197, --> sc = 6.14166764304583 Sample[248]: idc = 110 394 308 473 177 91 447 24 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.18123 after refine_(*, conv=F): beta_ref : 0.201483 0.985482 1.08267 1.11679 1.34855 0.514247 1.19207 0.541211 with ||beta_ref - beta_cand|| = 1.37555522688, --> sc = 2.1967328831049 Sample[249]: idc = 443 126 480 132 80 160 181 180 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.85949 after refine_(*, conv=F): beta_ref : -0.233948 0.822294 0.975749 1.1714 0.777826 0.87157 1.04408 1.07155 with ||beta_ref - beta_cand|| = 6.76670762329, --> sc = 8.01969724808713 Sample[250]: idc = 200 362 445 46 316 59 80 151 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=25.2876 after refine_(*, conv=F): beta_ref : -0.0652313 1.00931 0.968553 1.07247 1.03767 0.906511 0.938245 0.856654 with ||beta_ref - beta_cand|| = 28.0801500077, --> sc = 25.0402843120745 Sample[251]: idc = 465 0 245 471 298 323 244 345 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.68732 after refine_(*, conv=F): beta_ref : -0.0413825 1.00699 0.751001 0.949438 1.00346 0.774571 0.753307 0.886489 with ||beta_ref - beta_cand|| = 7.43973519985, --> sc = 6.69787011486547 Sample[252]: idc = 221 100 436 175 255 290 163 142 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.56941 after refine_(*, conv=F): beta_ref : 0.101986 1.12764 0.860684 1.39664 1.0725 0.861157 0.797104 0.848294 with ||beta_ref - beta_cand|| = 2.48948711274, --> sc = 3.58768101049876 Sample[253]: idc = 199 392 361 9 353 202 157 18 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=30.6538 after refine_(*, conv=F): beta_ref : -0.103739 1.01429 1.074 1.18434 1.07484 1.02624 0.995687 1.23089 with ||beta_ref - beta_cand|| = 41.7643146425, --> sc = 31.179594841049 Sample[254]: idc = 330 47 169 303 90 77 376 408 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=12.1481 after refine_(*, conv=F): beta_ref : -0.136398 1.01634 1.15335 0.986814 0.811997 0.97116 1.00655 0.890061 with ||beta_ref - beta_cand|| = 15.1298730644, --> sc = 12.2960603183171 Sample[255]: idc = 271 390 52 200 81 209 22 74 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.63365 after refine_(*, conv=F): beta_ref : -0.195861 1.01837 0.413275 0.893336 0.623822 0.964941 0.924397 1.38416 with ||beta_ref - beta_cand|| = 0.805563760398, --> sc = 1.65654380412923 Sample[256]: idc = 184 146 289 398 307 44 24 170 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.87197 after refine_(*, conv=F): beta_ref : -0.179982 1.02225 0.774272 0.899359 1.38624 0.994504 0.575223 0.604229 with ||beta_ref - beta_cand|| = 4.39872622441, --> sc = 3.90423006551269 Sample[257]: idc = 60 246 259 95 315 330 328 31 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=9.66369 after refine_(*, conv=F): beta_ref : -0.137031 1.01697 1.10181 1.25608 1.04884 1.14233 0.878142 0.942757 with ||beta_ref - beta_cand|| = 11.0180128213, --> sc = 9.66789128668682 Sample[258]: idc = 136 104 329 192 344 354 272 449 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.10904 after refine_(*, conv=F): beta_ref : -0.0623483 1.03259 0.695013 0.897316 0.682594 0.720096 1.16008 0.84339 with ||beta_ref - beta_cand|| = 2.07714958164, --> sc = 3.11572708051643 Sample[259]: idc = 279 460 66 65 183 277 88 172 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.39985 after refine_(*, conv=F): beta_ref : -0.0443647 0.991066 1.1962 1.28418 0.739681 0.860787 1.07314 0.849216 with ||beta_ref - beta_cand|| = 2.41565554856, --> sc = 3.3928044735836 Sample[260]: idc = 435 419 290 402 472 407 164 231 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.14729 after refine_(*, conv=F): beta_ref : 0.227561 1.23608 0.968845 1.09313 1.07098 0.874345 1.03902 1.02122 with ||beta_ref - beta_cand|| = 2.9574084504, --> sc = 4.16483260487159 Sample[261]: idc = 269 291 271 179 429 29 226 458 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.78306 after refine_(*, conv=F): beta_ref : 0.279268 0.977896 0.711553 0.714206 1.05292 1.10404 1.16939 0.958751 with ||beta_ref - beta_cand|| = 0.864994166648, --> sc = 1.75612799823873 Sample[262]: idc = 276 404 174 314 487 417 196 51 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.69465 after refine_(*, conv=F): beta_ref : -0.177502 1.00656 1.20843 0.930013 1.00432 0.720906 0.804238 0.849868 with ||beta_ref - beta_cand|| = 2.53951522317, --> sc = 3.60906327640983 Sample[263]: idc = 301 374 215 174 295 104 477 436 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.90842 after refine_(*, conv=F): beta_ref : -0.170568 1.02845 0.735553 1.04634 1.34925 1.16552 0.878786 0.58039 with ||beta_ref - beta_cand|| = 1.11354763538, --> sc = 1.9061368847612 Sample[264]: idc = 160 496 245 445 265 248 77 82 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=54.1685 after refine_(*, conv=F): beta_ref : -0.0734417 1.02125 0.981912 1.05392 1.00485 1.01187 0.924495 0.980447 with ||beta_ref - beta_cand|| = 50.2139046342, --> sc = 53.7239962566525 Sample[265]: idc = 208 430 264 373 166 275 375 112 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.62025 after refine_(*, conv=F): beta_ref : 0.141089 0.983383 0.615038 1.2975 1.00757 0.972456 0.822292 0.581275 with ||beta_ref - beta_cand|| = 0.778551131988, --> sc = 1.63891406123135 Sample[266]: idc = 470 240 491 372 261 120 100 319 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.50276 after refine_(*, conv=F): beta_ref : -0.558342 1.05627 0.793235 0.782096 0.61756 0.757235 0.559251 0.881326 with ||beta_ref - beta_cand|| = 1.86689111962, --> sc = 2.53830730493781 Sample[267]: idc = 396 111 323 332 340 448 397 438 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.04522 after refine_(*, conv=F): beta_ref : -0.140816 0.812936 0.893928 0.976496 1.27804 1.08217 0.602875 0.742939 with ||beta_ref - beta_cand|| = 1.03471992377, --> sc = 2.04312774581056 Sample[268]: idc = 396 375 381 442 410 249 331 5 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=15.7365 after refine_(*, conv=F): beta_ref : -0.0839017 1.00914 0.770051 0.979637 1.0663 0.752584 0.960233 1.01229 with ||beta_ref - beta_cand|| = 19.7409626169, --> sc = 16.1654631427782 Sample[269]: idc = 131 281 406 209 457 323 454 13 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.61785 after refine_(*, conv=F): beta_ref : -0.160664 1.01841 1.71657 1.2384 0.927009 1.13393 1.00916 0.900575 with ||beta_ref - beta_cand|| = 0.878973274548, --> sc = 1.6211881100152 Sample[270]: idc = 167 79 91 38 324 432 49 332 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.33158 after refine_(*, conv=F): beta_ref : -0.128306 1.01586 1.67552 0.876722 1.0519 1.12103 0.630336 1.02 with ||beta_ref - beta_cand|| = 3.50894770101, --> sc = 3.42016132570383 Sample[271]: idc = 455 186 402 42 236 412 266 405 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=133.228 after refine_(*, conv=F): beta_ref : -0.0359501 1.00718 0.885209 1.03161 0.987139 0.980661 0.867688 0.972663 with ||beta_ref - beta_cand|| = 150.862673782, --> sc = 131.07297791071 Sample[272]: idc = 227 353 211 434 301 88 345 105 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.4608 after refine_(*, conv=F): beta_ref : -0.0584154 1.34865 1.08179 1.13338 1.08828 1.06455 1.14079 0.739217 with ||beta_ref - beta_cand|| = 0.407532264205, --> sc = 1.48494878462752 Sample[273]: idc = 325 268 23 104 142 3 253 82 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.24261 after refine_(*, conv=F): beta_ref : 0.276513 0.97845 1.30409 0.902013 0.730695 0.956431 1.14781 1.32362 with ||beta_ref - beta_cand|| = 5.98412215205, --> sc = 5.25650700093626 Sample[274]: idc = 185 239 166 351 79 238 85 286 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.26974 after refine_(*, conv=F): beta_ref : -0.270396 1.15297 0.755416 0.946285 1.08572 0.901477 0.811771 0.791196 with ||beta_ref - beta_cand|| = 5.25849223897, --> sc = 6.35398085880899 Sample[275]: idc = 97 60 70 24 195 39 458 169 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.10733 after refine_(*, conv=F): beta_ref : 0.286724 0.975296 0.948692 0.704054 0.888119 0.946986 0.809935 0.536124 with ||beta_ref - beta_cand|| = 2.71390575293, --> sc = 3.12748603167231 Sample[276]: idc = 26 261 19 476 65 302 331 266 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.22106 after refine_(*, conv=F): beta_ref : 0.072203 0.997458 0.963873 0.868485 0.899128 0.828367 1.0058 1.02785 with ||beta_ref - beta_cand|| = 9.01087693817, --> sc = 8.29962021329663 Sample[277]: idc = 253 238 256 350 193 436 134 121 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.70775 after refine_(*, conv=F): beta_ref : -0.305198 1.25351 1.22041 0.989478 0.905186 0.931605 1.08485 1.09407 with ||beta_ref - beta_cand|| = 0.626075589969, --> sc = 1.7208459936379 Sample[278]: idc = 262 200 452 310 447 85 158 56 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.06386 after refine_(*, conv=F): beta_ref : -0.231799 0.736553 1.1048 0.740285 0.943094 0.813738 0.844313 0.760392 with ||beta_ref - beta_cand|| = 1.97077144271, --> sc = 3.06121750860589 Sample[279]: idc = 238 291 359 320 243 327 230 400 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=67.9756 after refine_(*, conv=F): beta_ref : -0.0957296 1.0249 0.857901 1.00394 1.04429 0.927446 0.893175 0.922189 with ||beta_ref - beta_cand|| = 69.0593176037, --> sc = 68.9174735118564 Sample[280]: idc = 16 474 231 67 38 265 198 216 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.57928 after refine_(*, conv=F): beta_ref : 0.0795327 0.997285 1.04533 0.548853 1.21349 1.09697 1.08518 0.786446 with ||beta_ref - beta_cand|| = 4.49789569988, --> sc = 4.61979240566602 Sample[281]: idc = 210 446 241 391 234 171 358 472 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.80838 after refine_(*, conv=F): beta_ref : -0.0513287 1.08773 1.11247 1.01268 0.951325 1.07668 0.956491 0.853387 with ||beta_ref - beta_cand|| = 8.11627870186, --> sc = 8.96793194849504 Sample[282]: idc = 98 395 351 486 318 117 67 189 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.32178 after refine_(*, conv=F): beta_ref : -0.121654 0.856595 0.951524 0.791258 1.32715 0.945263 0.959232 0.647189 with ||beta_ref - beta_cand|| = 1.31532280474, --> sc = 2.36877234691203 Sample[283]: idc = 401 35 240 379 116 74 7 256 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.69375 after refine_(*, conv=F): beta_ref : -0.0198405 1.00263 0.891945 0.874313 0.823017 1.40048 0.6837 0.837521 with ||beta_ref - beta_cand|| = 6.27878328097, --> sc = 5.79072908607281 Sample[284]: idc = 310 138 17 263 399 289 432 2 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.88919 after refine_(*, conv=F): beta_ref : -0.0999108 1.01359 0.875864 1.5709 1.03125 0.831434 1.11129 0.733875 with ||beta_ref - beta_cand|| = 1.03066341252, --> sc = 1.87681510524367 Sample[285]: idc = 401 302 323 46 273 79 276 17 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.95684 after refine_(*, conv=F): beta_ref : -0.278363 1.03048 0.975419 1.36855 0.772921 0.891138 1.48748 1.18958 with ||beta_ref - beta_cand|| = 4.05899736318, --> sc = 4.02798942243677 Sample[286]: idc = 10 187 177 444 464 493 459 395 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.81775 after refine_(*, conv=F): beta_ref : -0.213129 1.02326 0.981187 0.780585 1.06654 1.14946 0.404208 1.25788 with ||beta_ref - beta_cand|| = 3.48840049286, --> sc = 3.8427834811439 Sample[287]: idc = 62 128 237 73 383 46 185 188 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.41666 after refine_(*, conv=F): beta_ref : -0.448559 1.04599 1.21492 0.83868 0.63971 0.694164 1.09933 0.944664 with ||beta_ref - beta_cand|| = 4.43353077803, --> sc = 4.45582909774953 Sample[288]: idc = 334 212 185 392 287 175 347 1 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.30443 after refine_(*, conv=F): beta_ref : 0.121695 0.987646 1.32628 0.943538 0.565724 1.16624 0.894471 1.15899 with ||beta_ref - beta_cand|| = 5.78637234555, --> sc = 5.31151743567093 Sample[289]: idc = 185 474 424 466 347 408 119 71 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.72689 after refine_(*, conv=F): beta_ref : 0.164508 1.25712 0.775985 0.981134 0.823221 0.906342 1.25172 1.03206 with ||beta_ref - beta_cand|| = 0.614557024447, --> sc = 1.73914740745438 Sample[290]: idc = 276 27 230 395 105 348 467 330 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.49721 after refine_(*, conv=F): beta_ref : -0.395019 1.0447 0.848038 1.15279 0.939774 0.722603 1.5365 0.830902 with ||beta_ref - beta_cand|| = 2.01110220449, --> sc = 2.52132718166269 Sample[291]: idc = 400 123 408 233 137 87 444 436 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.68777 after refine_(*, conv=F): beta_ref : -0.465 1.04349 1.03097 0.839616 0.747988 0.317692 0.792711 0.754454 with ||beta_ref - beta_cand|| = 2.26176215272, --> sc = 2.75094226621528 Sample[292]: idc = 252 53 211 163 289 161 167 271 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.10128 after refine_(*, conv=F): beta_ref : -0.183843 0.83152 0.802333 1.20605 0.945106 0.975609 0.807143 0.457689 with ||beta_ref - beta_cand|| = 1.16996553595, --> sc = 2.1339982270597 Sample[293]: idc = 318 481 382 338 411 60 449 98 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.76631 after refine_(*, conv=F): beta_ref : -0.159223 1.3324 0.887197 1.0987 1.25978 1.02388 1.28084 1.13005 with ||beta_ref - beta_cand|| = 1.74439376829, --> sc = 2.78600582274996 Sample[294]: idc = 368 51 170 23 203 132 399 226 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.14288 after refine_(*, conv=F): beta_ref : 0.1399 0.9888 0.841083 0.57013 1.25797 1.36612 0.931029 0.826769 with ||beta_ref - beta_cand|| = 2.72838121521, --> sc = 3.17336018422042 Sample[295]: idc = 243 304 351 75 478 443 435 448 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.19821 after refine_(*, conv=F): beta_ref : -0.011317 1.08468 0.806695 1.07424 0.524078 1.00943 1.13189 0.803932 with ||beta_ref - beta_cand|| = 2.19885442313, --> sc = 3.26920059144997 Sample[296]: idc = 213 367 123 335 23 456 496 178 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.13085 after refine_(*, conv=F): beta_ref : -0.253026 1.02667 0.918501 1.45788 1.23135 1.09224 1.23211 1.31885 with ||beta_ref - beta_cand|| = 5.59002026806, --> sc = 5.16490412866046 Sample[297]: idc = 118 359 374 27 343 116 38 127 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=269.535 after refine_(*, conv=F): beta_ref : -0.0675295 1.01075 0.95235 1.02093 1.00996 1.02342 0.934549 0.951265 with ||beta_ref - beta_cand|| = 317.71457849, --> sc = 273.7320283853 Sample[298]: idc = 170 447 474 132 4 406 397 192 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.3729 after refine_(*, conv=F): beta_ref : -0.109043 1.01367 0.943959 0.73799 0.942157 1.58982 0.783454 0.651004 with ||beta_ref - beta_cand|| = 0.571625798106, --> sc = 1.39626460061589 Sample[299]: idc = 339 59 330 91 368 153 292 363 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.72915 after refine_(*, conv=F): beta_ref : 0.180421 0.989401 0.724813 0.804255 1.17832 1.54734 1.1705 0.93749 with ||beta_ref - beta_cand|| = 0.975179271486, --> sc = 1.78435446762086 Sample[300]: idc = 354 149 118 478 295 18 402 387 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.41244 after refine_(*, conv=F): beta_ref : -0.328847 1.03709 1.24864 0.882706 0.667848 0.876775 1.27328 0.39878 with ||beta_ref - beta_cand|| = 3.41636316424, --> sc = 3.47357355630093 Sample[301]: idc = 239 63 81 262 288 475 173 65 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=46.7739 after refine_(*, conv=F): beta_ref : -0.0619793 1.04062 0.979342 1.04894 0.978348 0.983376 0.957434 1.00171 with ||beta_ref - beta_cand|| = 37.8728685927, --> sc = 46.6756472395945 Sample[302]: idc = 320 169 257 91 496 428 199 469 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.6938 after refine_(*, conv=F): beta_ref : 0.0959613 0.767311 1.12212 1.04913 0.856218 0.938921 0.826588 0.558561 with ||beta_ref - beta_cand|| = 0.610171972851, --> sc = 1.71447536404488 Sample[303]: idc = 464 5 113 382 102 414 485 42 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=61.7686 after refine_(*, conv=F): beta_ref : -0.121705 1.01342 1.022 1.0474 0.952842 1.0339 0.950502 0.950377 with ||beta_ref - beta_cand|| = 68.2556244765, --> sc = 62.116525036941 find_scale(*, ini.scale = 62.116525037, tol=1e-10): it | new scale 0 | 1.497621584 1 | 1.165513596 2 | 1.034523109 3 | 0.9680047206 4 | 0.9305093080 5 | 0.9082121782 6 | 0.8945597411 7 | 0.8860575482 8 | 0.8807080401 9 | 0.8773206431 10 | 0.8751670843 11 | 0.8737944740 12 | 0.8729182070 13 | 0.8723582291 14 | 0.8720001416 15 | 0.8717710605 16 | 0.8716244703 17 | 0.8715306504 18 | 0.8714705976 19 | 0.8714321561 20 | 0.8714075474 21 | 0.8713917935 22 | 0.8713817080 23 | 0.8713752513 24 | 0.8713711178 25 | 0.8713684714 26 | 0.8713667772 27 | 0.8713656926 28 | 0.8713649982 29 | 0.8713645537 30 | 0.8713642691 31 | 0.8713640868 32 | 0.8713639702 33 | 0.8713638955 34 | 0.8713638477 35 | 0.8713638171 36 | 0.8713637975 37 | 0.8713637849 38 | 0.8713637769 39 | 0.8713637718 40 | 0.8713637685 41 | 0.8713637664 42 | 0.8713637650 43 | 0.8713637642 44 | 0.8713637636 45 | 0.8713637633 46 | 0.8713637630 47 | 0.8713637629 48 | 0.8713637628 49 | 0.8713637627 found new candidate with scale 0.8713638 in 49 iter (worst sc=0.87608) Sample[304]: idc = 258 145 411 373 182 116 14 317 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.807 after refine_(*, conv=F): beta_ref : 0.239396 0.981055 1.04748 1.16452 0.588094 0.656713 1.01863 0.706458 with ||beta_ref - beta_cand|| = 2.26617958718, --> sc = 2.7925078331104 Sample[305]: idc = 197 49 22 266 145 110 439 293 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=24.3351 after refine_(*, conv=F): beta_ref : 0.00332222 1.00484 1.07195 0.937533 1.0619 1.00124 0.931426 1.09457 with ||beta_ref - beta_cand|| = 28.2110102334, --> sc = 24.6977884398635 Sample[306]: idc = 15 302 273 428 326 104 262 363 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.17704 after refine_(*, conv=F): beta_ref : -0.00878255 1.00125 0.575083 0.767493 0.953788 0.886964 0.55791 1.32722 with ||beta_ref - beta_cand|| = 1.38190181467, --> sc = 2.16892428810679 Sample[307]: idc = 378 101 317 73 90 443 84 347 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=126.234 after refine_(*, conv=F): beta_ref : -0.0587035 1.00096 1.0122 1.06977 0.933017 1.00328 0.983208 0.977735 with ||beta_ref - beta_cand|| = 107.048715087, --> sc = 127.365072889156 Sample[308]: idc = 241 51 183 140 40 100 266 293 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=16.1767 after refine_(*, conv=F): beta_ref : -0.00615323 1.00512 0.96549 0.983192 0.917782 0.887667 1.10785 1.00968 with ||beta_ref - beta_cand|| = 19.4057820109, --> sc = 16.1602022751963 Sample[309]: idc = 445 48 182 160 166 412 39 195 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.5013 after refine_(*, conv=F): beta_ref : 0.00820972 1.00254 1.26464 0.958947 1.28988 0.719399 1.27066 1.42041 with ||beta_ref - beta_cand|| = 4.9713497992, --> sc = 4.55633063738778 Sample[310]: idc = 432 125 128 362 35 130 131 8 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=34.3668 after refine_(*, conv=F): beta_ref : -0.0611465 1.00733 0.950739 0.973462 0.785101 1.07357 1.04988 0.958473 with ||beta_ref - beta_cand|| = 38.5580020512, --> sc = 34.7428579289293 Sample[311]: idc = 100 455 359 497 86 191 306 57 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=100.921 after refine_(*, conv=F): beta_ref : -0.0459948 0.991494 0.968542 0.99895 0.957611 0.998356 0.977855 1.00383 with ||beta_ref - beta_cand|| = 86.7144552527, --> sc = 101.74004341272 Sample[312]: idc = 256 273 163 442 80 494 322 354 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.17975 after refine_(*, conv=F): beta_ref : -0.235334 1.05704 1.26347 0.899824 0.603531 0.923699 1.2855 0.742352 with ||beta_ref - beta_cand|| = 2.47084947026, --> sc = 3.25090543047451 Sample[313]: idc = 320 178 35 366 0 466 348 308 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.78657 after refine_(*, conv=F): beta_ref : 0.0215559 0.999799 1.21024 1.36482 1.25854 0.78678 1.05957 0.672258 with ||beta_ref - beta_cand|| = 2.02557659396, --> sc = 2.77223017106378 Sample[314]: idc = 311 490 405 459 103 210 163 415 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.1033 after refine_(*, conv=F): beta_ref : -0.400234 1.0468 0.708665 1.52048 1.29906 1.24401 0.960392 0.898587 with ||beta_ref - beta_cand|| = 2.72798409374, --> sc = 3.12481514558046 Sample[315]: idc = 468 431 450 103 473 35 68 71 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.26167 after refine_(*, conv=F): beta_ref : -0.338894 1.03573 0.930039 1.25173 1.67756 1.33347 0.843263 1.46186 with ||beta_ref - beta_cand|| = 1.65953938209, --> sc = 2.27677603318067 Sample[316]: idc = 227 0 321 8 395 18 333 356 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.20087 after refine_(*, conv=F): beta_ref : -0.263366 1.02808 1.66959 1.01836 0.694486 0.516419 0.800641 1.1175 with ||beta_ref - beta_cand|| = 3.00691375226, --> sc = 3.26445295729579 Sample[317]: idc = 67 471 24 459 37 95 302 70 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.81207 after refine_(*, conv=F): beta_ref : 0.055712 0.998354 1.03968 0.601962 1.30358 0.528842 0.795566 0.860123 with ||beta_ref - beta_cand|| = 0.989642280436, --> sc = 1.82760144044538 Sample[318]: idc = 232 317 204 281 280 140 431 396 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.46148 after refine_(*, conv=F): beta_ref : -0.0379576 1.00716 1.00443 1.06114 0.79376 1.05521 1.07033 1.0078 with ||beta_ref - beta_cand|| = 7.10360543011, --> sc = 8.31369332389516 Sample[319]: idc = 75 30 292 342 465 209 496 240 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.34716 after refine_(*, conv=F): beta_ref : 0.151485 0.987298 0.916384 0.930441 0.96787 1.19784 0.767043 0.963671 with ||beta_ref - beta_cand|| = 6.82009438961, --> sc = 6.48438966596706 Sample[320]: idc = 85 477 188 416 337 371 373 452 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=14.9894 after refine_(*, conv=F): beta_ref : -0.0657096 1.03799 0.962594 1.07329 0.980079 1.02513 1.01559 0.962629 with ||beta_ref - beta_cand|| = 13.3453696258, --> sc = 15.1599505987249 Sample[321]: idc = 213 397 467 22 25 485 336 177 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.81203 after refine_(*, conv=F): beta_ref : 0.136206 0.98737 1.47461 1.22918 1.07559 1.09177 1.27263 0.662918 with ||beta_ref - beta_cand|| = 0.969661328997, --> sc = 1.82316072979754 Sample[322]: idc = 157 399 333 286 198 298 79 159 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.88011 after refine_(*, conv=F): beta_ref : -0.0599863 1.01327 1.11772 1.00605 0.921811 1.0707 0.936071 1.2081 with ||beta_ref - beta_cand|| = 5.27579550059, --> sc = 5.8229129479229 Sample[323]: idc = 9 290 250 36 87 342 386 366 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=17.3265 after refine_(*, conv=F): beta_ref : -0.189928 1.02292 0.928953 1.1906 1.16179 1.01853 1.09797 1.01183 with ||beta_ref - beta_cand|| = 20.6826039007, --> sc = 17.4816096426077 Sample[324]: idc = 138 405 432 125 301 384 448 153 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.68487 after refine_(*, conv=F): beta_ref : 0.0514226 0.996851 0.656919 0.975411 0.200317 0.704663 1.25646 1.14493 with ||beta_ref - beta_cand|| = 2.61681039575, --> sc = 2.74136646942854 Sample[325]: idc = 64 156 326 383 436 479 417 373 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.29677 after refine_(*, conv=F): beta_ref : 0.058802 1.11312 0.949302 1.14186 0.927523 0.966451 0.489692 0.920564 with ||beta_ref - beta_cand|| = 3.49523553326, --> sc = 4.42439211819735 Sample[326]: idc = 227 476 229 101 242 435 427 63 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.45818 after refine_(*, conv=F): beta_ref : -0.304738 1.00629 1.05522 1.21091 1.06233 1.17165 1.04467 1.2223 with ||beta_ref - beta_cand|| = 3.17755809993, --> sc = 4.41120100399538 Sample[327]: idc = 438 220 203 36 102 302 170 92 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.57035 after refine_(*, conv=F): beta_ref : 0.138557 0.990329 1.48493 0.659815 1.15942 1.37533 1.12074 1.07954 with ||beta_ref - beta_cand|| = 2.1558829079, --> sc = 2.60767014596151 Sample[328]: idc = 439 95 289 4 287 37 140 340 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.04896 after refine_(*, conv=F): beta_ref : 0.42412 0.961735 1.50286 0.881597 1.15125 0.657457 0.693594 1.06057 with ||beta_ref - beta_cand|| = 4.18966407641, --> sc = 4.13483542432912 Sample[329]: idc = 76 194 346 176 183 180 250 203 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.292 after refine_(*, conv=F): beta_ref : -0.295504 1.03069 1.0437 1.03158 1.31078 1.0082 1.1382 1.13852 with ||beta_ref - beta_cand|| = 5.09945681242, --> sc = 5.41347401020731 Sample[330]: idc = 6 184 399 295 258 190 244 220 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=12.0079 after refine_(*, conv=F): beta_ref : -0.058468 1.00803 1.02917 1.01631 1.05715 1.13876 0.98995 1.14996 with ||beta_ref - beta_cand|| = 14.4078418733, --> sc = 12.0741075563453 Sample[331]: idc = 5 389 457 61 21 234 3 359 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.09813 after refine_(*, conv=F): beta_ref : -0.242601 1.02786 0.871107 1.19096 0.843336 0.8096 0.719489 1.05551 with ||beta_ref - beta_cand|| = 6.02449619114, --> sc = 6.08011248134082 Sample[332]: idc = 153 149 120 190 26 66 138 219 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=20.8485 after refine_(*, conv=F): beta_ref : -0.143532 1.01843 0.911927 1.08086 1.037 1.06259 1.12397 1.10087 with ||beta_ref - beta_cand|| = 24.28661468, --> sc = 21.0976347263039 Sample[333]: idc = 425 480 330 103 177 26 303 391 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.56653 after refine_(*, conv=F): beta_ref : -0.457793 1.04604 1.20748 1.27061 0.43312 0.952519 1.34084 0.932945 with ||beta_ref - beta_cand|| = 0.784802485571, --> sc = 1.58947859572773 Sample[334]: idc = 388 116 426 109 132 249 465 137 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.12041 after refine_(*, conv=F): beta_ref : -0.112688 1.13156 1.06289 1.03226 0.996521 1.16517 1.17126 0.97297 with ||beta_ref - beta_cand|| = 4.26127099065, --> sc = 5.16590887115084 Sample[335]: idc = 348 178 185 465 175 2 363 329 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.06167 after refine_(*, conv=F): beta_ref : -0.00259604 1.00433 1.24299 0.681997 0.896531 1.04313 1.02733 1.00817 with ||beta_ref - beta_cand|| = 7.40441800928, --> sc = 7.12752379555885 Sample[336]: idc = 490 431 138 88 422 128 359 16 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.58433 after refine_(*, conv=F): beta_ref : 0.226788 0.980996 0.65254 1.21254 0.685093 0.796899 0.49803 0.607993 with ||beta_ref - beta_cand|| = 2.29255506926, --> sc = 2.60812109792488 Sample[337]: idc = 75 394 142 202 45 61 116 199 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=11.9639 after refine_(*, conv=F): beta_ref : -0.132631 1.01861 0.844928 0.97801 0.94046 0.972513 0.923058 0.879426 with ||beta_ref - beta_cand|| = 16.0144034218, --> sc = 12.170208257387 Sample[338]: idc = 342 402 467 61 18 394 163 243 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=12.795 after refine_(*, conv=F): beta_ref : -0.0208442 1.00838 1.05117 1.02915 1.04937 1.01068 0.880984 1.12041 with ||beta_ref - beta_cand|| = 13.5641707225, --> sc = 12.6717076083092 Sample[339]: idc = 185 388 117 211 8 11 74 77 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=196.356 after refine_(*, conv=F): beta_ref : -0.0693143 1.01123 0.967599 1.01487 0.967183 1.00469 1.00003 1.03548 with ||beta_ref - beta_cand|| = 232.846650165, --> sc = 197.5443259467 Sample[340]: idc = 81 43 238 179 378 45 175 121 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.73416 after refine_(*, conv=F): beta_ref : -0.207693 1.02307 1.07844 0.955386 0.458945 0.619571 0.821728 1.09886 with ||beta_ref - beta_cand|| = 3.62513470949, --> sc = 3.72240610229987 Sample[341]: idc = 30 365 196 11 449 134 178 214 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.77933 after refine_(*, conv=F): beta_ref : 0.349543 0.969096 1.17075 1.16948 0.836654 1.09013 1.03584 1.56347 with ||beta_ref - beta_cand|| = 2.66500757026, --> sc = 2.8348796005625 Sample[342]: idc = 362 283 268 23 84 481 210 220 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.25868 after refine_(*, conv=F): beta_ref : -0.0289943 1.00491 0.961113 1.07339 1.02336 0.914901 1.35886 0.455201 with ||beta_ref - beta_cand|| = 0.421695106924, --> sc = 1.27900098108292 Sample[343]: idc = 439 420 137 110 150 314 317 210 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=20.5952 after refine_(*, conv=F): beta_ref : -0.0323937 1.00624 1.00935 0.962516 0.997385 0.833116 1.02638 0.977123 with ||beta_ref - beta_cand|| = 24.1487169438, --> sc = 20.6273600699291 Sample[344]: idc = 4 189 227 156 373 349 370 344 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.33555 after refine_(*, conv=F): beta_ref : -0.207846 1.02707 0.467744 1.39884 0.992446 1.12314 0.816073 0.885064 with ||beta_ref - beta_cand|| = 0.555241892897, --> sc = 1.35577929678324 Sample[345]: idc = 160 231 381 82 362 427 113 306 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.04419 after refine_(*, conv=F): beta_ref : 0.0744641 1.00285 0.971016 1.25252 1.1104 1.09275 1.00729 1.2368 with ||beta_ref - beta_cand|| = 5.67676387835, --> sc = 6.03104257381992 Sample[346]: idc = 144 46 332 91 12 326 207 441 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.38407 after refine_(*, conv=F): beta_ref : 0.272103 0.975421 0.879949 1.16975 0.664753 1.1644 0.82224 1.56045 with ||beta_ref - beta_cand|| = 3.23924684377, --> sc = 3.42702324150006 Sample[347]: idc = 1 454 437 142 17 462 186 55 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.01403 after refine_(*, conv=F): beta_ref : -0.0140415 1.00058 1.57515 0.969285 0.816546 1.13431 1.14108 1.39918 with ||beta_ref - beta_cand|| = 3.08180319412, --> sc = 3.08214365010004 Sample[348]: idc = 423 436 160 420 56 233 119 146 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6657.55 after refine_(*, conv=F): beta_ref : -0.0689963 1.0227 1.05074 1.00881 0.940432 0.960551 0.981597 0.960548 with ||beta_ref - beta_cand|| = 5668.1023933, --> sc = 6703.83439537791 Sample[349]: idc = 259 352 204 385 160 173 334 461 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.11048 after refine_(*, conv=F): beta_ref : 0.0746117 1.08776 1.05452 1.15883 0.955684 1.03262 0.899621 0.91464 with ||beta_ref - beta_cand|| = 6.95099094827, --> sc = 8.20774020809262 Sample[350]: idc = 118 159 393 407 146 115 313 347 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=19.7793 after refine_(*, conv=F): beta_ref : -0.0821401 1.06246 1.09333 1.11436 0.953793 0.97022 0.949883 0.954649 with ||beta_ref - beta_cand|| = 16.2232817541, --> sc = 19.8187258087533 Sample[351]: idc = 193 469 207 37 340 160 333 242 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.41321 after refine_(*, conv=F): beta_ref : -0.186139 1.02314 1.24246 1.24863 1.26515 1.06688 1.00418 1.55123 with ||beta_ref - beta_cand|| = 5.76744318496, --> sc = 5.37339706609368 Sample[352]: idc = 276 141 472 9 409 459 40 134 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.95084 after refine_(*, conv=F): beta_ref : -0.0306153 1.00503 1.04785 0.670872 0.612872 0.747819 0.82892 0.940402 with ||beta_ref - beta_cand|| = 3.7719353806, --> sc = 3.95420586465438 Sample[353]: idc = 246 430 345 417 255 312 275 341 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.34934 after refine_(*, conv=F): beta_ref : -0.0755161 1.4019 0.885355 1.11331 1.24643 0.985912 1.20576 0.877794 with ||beta_ref - beta_cand|| = 1.27193018185, --> sc = 2.38445518129674 Sample[354]: idc = 392 31 274 50 335 155 119 391 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.81825 after refine_(*, conv=F): beta_ref : 0.280577 0.975405 0.739282 1.47233 0.660391 1.04714 0.355347 0.74162 with ||beta_ref - beta_cand|| = 1.23032455091, --> sc = 1.86268166340332 Sample[355]: idc = 282 164 489 491 37 252 372 207 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=97.7611 after refine_(*, conv=F): beta_ref : -0.115194 1.01596 1.0024 1.0739 0.910915 0.924811 0.967978 0.93917 with ||beta_ref - beta_cand|| = 110.004652945, --> sc = 98.1848246424612 Sample[356]: idc = 128 307 123 418 375 66 289 18 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.53658 after refine_(*, conv=F): beta_ref : -0.305611 1.03516 1.08394 1.18677 0.478036 0.837867 0.845335 0.912631 with ||beta_ref - beta_cand|| = 4.95469168067, --> sc = 4.59194940306457 Sample[357]: idc = 144 365 114 472 70 209 363 57 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.47505 after refine_(*, conv=F): beta_ref : 0.473946 0.951378 0.948324 0.784805 0.924001 0.688569 0.98975 1.42675 with ||beta_ref - beta_cand|| = 0.687206285561, --> sc = 1.5096840939293 Sample[358]: idc = 29 189 428 397 441 225 345 443 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.26148 after refine_(*, conv=F): beta_ref : -0.187793 1.02007 0.494759 0.797004 1.2691 1.12314 0.455717 0.728465 with ||beta_ref - beta_cand|| = 0.472009091603, --> sc = 1.2739898712183 Sample[359]: idc = 356 493 158 485 270 275 251 173 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.80794 after refine_(*, conv=F): beta_ref : -0.00208063 1.17019 0.950444 1.17048 0.756349 0.942083 0.950868 0.938702 with ||beta_ref - beta_cand|| = 4.57184640647, --> sc = 5.89344200468857 Sample[360]: idc = 295 8 483 93 160 417 376 105 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.12382 after refine_(*, conv=F): beta_ref : 0.14315 0.988628 0.939127 1.14136 0.310253 1.17881 0.935181 1.3411 with ||beta_ref - beta_cand|| = 4.13328802719, --> sc = 4.20116420320991 Sample[361]: idc = 6 68 77 491 268 396 209 344 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.09885 after refine_(*, conv=F): beta_ref : -0.0102116 1.00306 1.35098 0.944402 0.635309 0.923779 1.03983 1.18571 with ||beta_ref - beta_cand|| = 0.332353450912, --> sc = 1.11872725769566 Sample[362]: idc = 93 265 276 293 60 432 166 34 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.46357 after refine_(*, conv=F): beta_ref : -0.268512 1.03072 1.18363 1.45495 0.959441 1.27669 0.908904 0.778007 with ||beta_ref - beta_cand|| = 0.610064779938, --> sc = 1.44939542974709 Sample[363]: idc = 203 85 288 411 323 284 13 93 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.70311 after refine_(*, conv=F): beta_ref : -0.262945 1.03275 0.961652 0.985502 1.14739 1.20977 1.22669 0.927751 with ||beta_ref - beta_cand|| = 8.06044900057, --> sc = 6.80736523904806 Sample[364]: idc = 65 37 314 313 119 480 300 425 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.5445 after refine_(*, conv=F): beta_ref : -0.351124 1.03814 1.36506 1.01543 0.464529 0.88879 1.4889 0.562536 with ||beta_ref - beta_cand|| = 0.826414419672, --> sc = 1.56898988893463 Sample[365]: idc = 112 65 364 57 357 313 13 299 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=13.7101 after refine_(*, conv=F): beta_ref : -0.0343087 1.00844 1.0605 0.855445 1.04117 1.01527 1.03043 1.01732 with ||beta_ref - beta_cand|| = 14.7934429768, --> sc = 13.7175064628198 Sample[366]: idc = 159 49 232 270 343 95 65 296 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=29.5091 after refine_(*, conv=F): beta_ref : -0.122943 1.01463 1.07296 1.07174 0.916174 0.947976 0.94811 0.934405 with ||beta_ref - beta_cand|| = 34.5992734221, --> sc = 30.1228594386137 Sample[367]: idc = 494 193 291 369 2 255 179 440 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.96088 after refine_(*, conv=F): beta_ref : -0.140061 1.01596 1.06209 1.02382 0.771423 0.617299 1.07295 1.04705 with ||beta_ref - beta_cand|| = 8.07851200429, --> sc = 7.03000855189701 Sample[368]: idc = 38 487 298 110 434 230 68 381 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.23278 after refine_(*, conv=F): beta_ref : -0.208454 1.02569 1.51493 0.87393 0.590378 1.09591 0.92151 0.695636 with ||beta_ref - beta_cand|| = 0.428659463911, --> sc = 1.26425723532005 Sample[369]: idc = 382 455 476 359 321 210 357 199 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.71688 after refine_(*, conv=F): beta_ref : -0.197679 1.20823 1.03502 0.908898 1.14575 1.05715 0.943074 1.00975 with ||beta_ref - beta_cand|| = 4.49033733018, --> sc = 5.68617739861249 Sample[370]: idc = 486 245 326 236 7 449 179 189 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.88826 after refine_(*, conv=F): beta_ref : 0.110322 0.994725 1.10317 1.24082 1.03361 0.737055 0.997317 0.596264 with ||beta_ref - beta_cand|| = 4.83035784324, --> sc = 4.90884706868253 Sample[371]: idc = 64 258 261 224 181 422 263 15 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=15.7466 after refine_(*, conv=F): beta_ref : -0.15145 1.02158 1.01751 1.09907 1.04477 0.958781 1.04617 0.851568 with ||beta_ref - beta_cand|| = 17.8752682051, --> sc = 15.8665450336546 Sample[372]: idc = 335 391 205 145 164 309 118 165 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.85849 after refine_(*, conv=F): beta_ref : -0.0502828 0.898547 0.932384 1.13609 0.887061 0.914172 0.860432 0.936825 with ||beta_ref - beta_cand|| = 4.85618835374, --> sc = 5.90454025685995 Sample[373]: idc = 144 49 127 98 316 493 5 167 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=44.6251 after refine_(*, conv=F): beta_ref : -0.0690101 1.00846 0.964901 1.02536 0.984605 1.00434 0.882224 0.941265 with ||beta_ref - beta_cand|| = 66.7448523181, --> sc = 46.2265773278985 Sample[374]: idc = 228 255 221 324 119 440 5 393 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.37614 after refine_(*, conv=F): beta_ref : 0.293618 0.97545 0.825879 1.04201 0.930499 0.773217 0.736209 0.971131 with ||beta_ref - beta_cand|| = 3.90507631526, --> sc = 4.33372031992386 Sample[375]: idc = 358 343 166 54 467 179 383 281 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.94173 after refine_(*, conv=F): beta_ref : -0.329573 0.833686 1.04517 0.909904 0.636631 1.18218 0.96526 0.950386 with ||beta_ref - beta_cand|| = 0.887966824331, --> sc = 1.97693247050499 Sample[376]: idc = 282 54 393 167 112 251 286 225 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=46.3959 after refine_(*, conv=F): beta_ref : -0.0468462 1.02114 0.980429 1.07365 0.95372 0.959129 0.959751 1.01206 with ||beta_ref - beta_cand|| = 45.8550778985, --> sc = 47.3120344123724 Sample[377]: idc = 266 387 251 448 28 422 271 70 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.94659 after refine_(*, conv=F): beta_ref : -0.0073682 1.00199 1.05121 0.782834 0.665794 1.72285 0.936948 0.645814 with ||beta_ref - beta_cand|| = 1.2024737352, --> sc = 1.97850893643519 Sample[378]: idc = 464 42 358 144 66 295 467 125 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=217.203 after refine_(*, conv=F): beta_ref : -0.0552398 1.00812 0.903734 1.00459 1.01559 0.902926 1.01709 0.984506 with ||beta_ref - beta_cand|| = 270.35371237, --> sc = 219.464972477188 Sample[379]: idc = 104 489 72 78 114 194 414 437 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=10.7357 after refine_(*, conv=F): beta_ref : -0.100045 0.970065 1.05005 1.11512 0.974912 0.968037 0.926273 0.946076 with ||beta_ref - beta_cand|| = 8.90486322223, --> sc = 10.8895809556181 Sample[380]: idc = 194 495 64 220 400 168 457 437 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.46054 after refine_(*, conv=F): beta_ref : -0.245991 0.808504 0.947671 1.13519 0.995035 0.692892 0.964659 0.869127 with ||beta_ref - beta_cand|| = 6.38244619049, --> sc = 7.64915043084036 Sample[381]: idc = 102 320 107 381 46 45 211 32 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.90597 after refine_(*, conv=F): beta_ref : -0.0571388 1.01087 0.0524405 0.979965 1.22396 1.11576 0.589359 0.893673 with ||beta_ref - beta_cand|| = 1.3853756057, --> sc = 1.93760032741453 Sample[382]: idc = 69 30 302 324 337 277 445 345 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=19.8241 after refine_(*, conv=F): beta_ref : -0.0248652 1.00734 0.953542 1.0293 1.00116 0.998752 1.00762 0.937797 with ||beta_ref - beta_cand|| = 22.2803560086, --> sc = 20.1705714971639 Sample[383]: idc = 483 264 65 428 316 202 435 124 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=10.2956 after refine_(*, conv=F): beta_ref : 0.003057 1.15151 1.0322 1.05191 0.891579 0.86771 0.943407 0.962485 with ||beta_ref - beta_cand|| = 9.03191555376, --> sc = 10.5435381749753 Sample[384]: idc = 10 26 263 181 393 8 83 164 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.45644 after refine_(*, conv=F): beta_ref : 0.119925 0.987683 1.3239 0.921979 0.557544 1.12721 0.904711 1.25739 with ||beta_ref - beta_cand|| = 6.38370790503, --> sc = 5.51559342012893 Sample[385]: idc = 459 484 258 415 7 23 189 489 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.60987 after refine_(*, conv=F): beta_ref : 0.29305 0.974228 1.438 0.735752 1.20915 1.25566 0.946167 1.42477 with ||beta_ref - beta_cand|| = 0.843781644645, --> sc = 1.62148673437709 Sample[386]: idc = 176 231 467 326 394 300 358 251 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=0.992323 after refine_(*, conv=F): beta_ref : 0.18845 0.980682 1.04885 1.08268 0.7486 0.978804 0.695386 1.00873 with ||beta_ref - beta_cand|| = 0.176979790084, --> sc = 1.00868307343999 Sample[387]: idc = 226 392 267 96 446 379 313 277 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.22547 after refine_(*, conv=F): beta_ref : -0.159722 0.784835 0.944288 1.09327 1.21022 1.04278 0.768651 0.879881 with ||beta_ref - beta_cand|| = 5.35222693329, --> sc = 6.2525184403257 Sample[388]: idc = 43 101 159 205 377 29 142 72 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.56467 after refine_(*, conv=F): beta_ref : 0.0466575 0.997633 0.480337 1.09916 0.382165 0.745493 0.731961 0.907635 with ||beta_ref - beta_cand|| = 3.57100812488, --> sc = 3.59950756795446 Sample[389]: idc = 386 352 73 343 202 419 429 50 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.33068 after refine_(*, conv=F): beta_ref : -0.208586 0.836214 1.1265 0.931808 1.1137 1.36508 1.16991 0.917337 with ||beta_ref - beta_cand|| = 1.28822976633, --> sc = 2.36365881977942 Sample[390]: idc = 123 406 469 65 384 139 286 218 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.31919 after refine_(*, conv=F): beta_ref : -0.272316 0.735181 1.27198 1.39701 0.999027 0.833138 0.80352 0.810271 with ||beta_ref - beta_cand|| = 1.26593244233, --> sc = 2.36634657038059 Sample[391]: idc = 28 382 159 337 23 53 136 304 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.01919 after refine_(*, conv=F): beta_ref : -0.58373 1.06039 1.1617 1.15117 0.554875 0.826658 1.10277 0.704401 with ||beta_ref - beta_cand|| = 2.57978008386, --> sc = 3.05673130409006 Sample[392]: idc = 253 443 208 388 498 412 129 364 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.97979 after refine_(*, conv=F): beta_ref : 0.101464 0.981631 1.35227 1.10729 1.05001 1.02155 0.507236 0.935049 with ||beta_ref - beta_cand|| = 1.01300863224, --> sc = 1.94954240951821 Sample[393]: idc = 33 362 283 143 367 408 29 21 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.95165 after refine_(*, conv=F): beta_ref : -0.40945 1.04343 1.0268 0.712554 1.45175 0.82235 0.66112 0.468934 with ||beta_ref - beta_cand|| = 1.31754556975, --> sc = 1.96684244570617 Sample[394]: idc = 54 7 115 261 298 162 44 373 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.22545 after refine_(*, conv=F): beta_ref : -0.107129 1.01358 0.91914 0.875309 0.741048 0.765294 0.622237 1.07706 with ||beta_ref - beta_cand|| = 4.30596753168, --> sc = 4.27390612801009 Sample[395]: idc = 227 396 23 292 213 448 371 200 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.00467 after refine_(*, conv=F): beta_ref : 0.0159829 1.00023 0.511408 0.946978 0.401099 1.08095 0.810205 1.23871 with ||beta_ref - beta_cand|| = 1.24231894937, --> sc = 2.02143376200534 Sample[396]: idc = 1 309 18 232 308 162 188 92 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.36845 after refine_(*, conv=F): beta_ref : -0.104423 1.01499 1.14888 0.982237 0.912234 0.74118 0.981369 1.10155 with ||beta_ref - beta_cand|| = 9.99269535696, --> sc = 8.44538345794108 Sample[397]: idc = 188 138 181 326 436 104 207 329 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.87599 after refine_(*, conv=F): beta_ref : 0.196065 1.22068 0.711966 1.37045 1.03838 1.05168 0.884941 1.09717 with ||beta_ref - beta_cand|| = 1.84110601166, --> sc = 2.90105710696717 Sample[398]: idc = 144 232 151 366 24 318 353 480 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.33375 after refine_(*, conv=F): beta_ref : -0.400908 1.04681 1.31557 0.929257 0.983654 1.10958 1.59152 0.676837 with ||beta_ref - beta_cand|| = 1.86477604179, --> sc = 2.3657133520562 Sample[399]: idc = 44 170 12 386 134 314 29 38 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.19083 after refine_(*, conv=F): beta_ref : 0.16783 0.984481 0.944707 0.837014 0.912289 0.801327 0.527151 0.602293 with ||beta_ref - beta_cand|| = 2.92937773227, --> sc = 3.16982072531741 Sample[400]: idc = 323 340 10 36 194 234 299 81 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.98963 after refine_(*, conv=F): beta_ref : 0.460886 0.957589 1.21888 1.13068 0.913528 1.30125 0.720351 0.890899 with ||beta_ref - beta_cand|| = 1.06254520946, --> sc = 1.97732260260623 Sample[401]: idc = 175 330 147 216 433 157 417 319 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.36463 after refine_(*, conv=F): beta_ref : -0.036142 1.15112 1.18318 0.808358 1.03722 0.909293 1.07173 0.977592 with ||beta_ref - beta_cand|| = 7.28413877444, --> sc = 8.50712895827943 Sample[402]: idc = 30 341 170 195 186 375 321 188 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.79801 after refine_(*, conv=F): beta_ref : -0.289478 1.02992 0.429829 0.939961 1.24652 1.43339 0.526954 0.701859 with ||beta_ref - beta_cand|| = 1.18345967151, --> sc = 1.82197822245448 Sample[403]: idc = 499 252 285 104 288 309 385 153 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=11.5008 after refine_(*, conv=F): beta_ref : -0.12102 0.951283 1.11472 1.01548 0.872967 0.967484 0.978473 0.851418 with ||beta_ref - beta_cand|| = 11.0275827763, --> sc = 11.7043171899081 Sample[404]: idc = 37 428 15 381 449 177 104 355 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.28847 after refine_(*, conv=F): beta_ref : -0.121291 1.01322 0.616124 0.661121 0.908959 0.616102 1.06573 1.15845 with ||beta_ref - beta_cand|| = 2.88084006638, --> sc = 3.28932424509586 Sample[405]: idc = 16 168 153 88 24 373 285 190 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.83098 after refine_(*, conv=F): beta_ref : 0.000692876 1.0066 0.325526 0.72321 1.20873 1.18709 0.922662 0.679 with ||beta_ref - beta_cand|| = 1.17771740276, --> sc = 1.86370868695172 Sample[406]: idc = 480 120 37 285 426 396 131 185 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.49265 after refine_(*, conv=F): beta_ref : -0.0497563 1.00706 1.37428 1.05193 1.47317 0.968229 0.737247 0.685803 with ||beta_ref - beta_cand|| = 1.96028843992, --> sc = 2.50115419836011 Sample[407]: idc = 171 480 202 306 38 195 497 309 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.85064 after refine_(*, conv=F): beta_ref : 0.0652574 1.00284 0.752311 1.40692 0.996565 1.18664 1.31557 1.047 with ||beta_ref - beta_cand|| = 7.53255700295, --> sc = 7.00066165351506 Sample[408]: idc = 305 447 118 161 446 419 152 217 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.77327 after refine_(*, conv=F): beta_ref : -0.362345 1.20924 0.889307 1.00643 0.97952 0.942435 0.666701 1.09737 with ||beta_ref - beta_cand|| = 0.617315867409, --> sc = 1.79731963339076 Sample[409]: idc = 59 270 60 478 362 435 300 135 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.00127 after refine_(*, conv=F): beta_ref : -0.149339 1.33724 1.22311 1.20363 1.13753 1.12918 1.15021 0.637917 with ||beta_ref - beta_cand|| = 0.939036168671, --> sc = 2.0244582129835 Sample[410]: idc = 120 3 314 323 113 452 124 492 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=25.4692 after refine_(*, conv=F): beta_ref : -0.200932 1.02308 1.12263 1.03711 0.876669 0.894521 0.949741 0.955029 with ||beta_ref - beta_cand|| = 28.7792651642, --> sc = 25.6518850288151 Sample[411]: idc = 137 117 430 411 31 201 484 24 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2742.08 after refine_(*, conv=F): beta_ref : -0.0238128 1.00619 0.997562 1.05216 1.01851 0.925195 1.01632 1.00089 with ||beta_ref - beta_cand|| = 3542.59112861, --> sc = 2747.1974586444 Sample[412]: idc = 483 471 91 160 184 259 438 492 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.45372 after refine_(*, conv=F): beta_ref : 0.0995683 0.996717 0.844055 0.948249 0.759428 1.12794 0.807006 0.760411 with ||beta_ref - beta_cand|| = 5.47078120611, --> sc = 5.54782710749179 Sample[413]: idc = 312 276 463 479 367 79 466 457 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.58311 after refine_(*, conv=F): beta_ref : -0.130147 1.04621 1.23279 0.972942 0.970751 0.721242 1.08363 0.703353 with ||beta_ref - beta_cand|| = 3.74545181809, --> sc = 4.64485587816741 Sample[414]: idc = 28 252 306 149 309 79 245 391 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.22517 after refine_(*, conv=F): beta_ref : -0.214056 1.02352 1.17669 0.942197 0.830999 0.647928 0.853885 0.638193 with ||beta_ref - beta_cand|| = 5.40690463278, --> sc = 5.21240085663566 Sample[415]: idc = 317 302 136 481 145 169 71 89 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=66.6248 after refine_(*, conv=F): beta_ref : -0.0907466 1.0839 1.14827 0.955481 1.01829 0.927199 1.00321 0.956464 with ||beta_ref - beta_cand|| = 62.9289613799, --> sc = 67.5946475989049 Sample[416]: idc = 55 399 6 56 259 30 382 167 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=378.273 after refine_(*, conv=F): beta_ref : -0.0975904 1.01303 0.895792 1.04577 0.902087 0.945941 0.973073 0.945008 with ||beta_ref - beta_cand|| = 419.746149072, --> sc = 381.747624763767 Sample[417]: idc = 59 178 129 19 132 125 11 485 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=128.852 after refine_(*, conv=F): beta_ref : -0.0635062 1.00983 0.957771 1.11723 0.996761 0.968439 1.04375 1.05562 with ||beta_ref - beta_cand|| = 161.220563608, --> sc = 128.101578249711 Sample[418]: idc = 11 110 103 410 54 434 64 152 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.66087 after refine_(*, conv=F): beta_ref : -0.187162 1.02154 0.94314 1.24926 1.12142 0.925617 1.00798 0.938219 with ||beta_ref - beta_cand|| = 8.12076030112, --> sc = 7.69700167055458 Sample[419]: idc = 463 101 334 9 96 466 339 412 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.80965 after refine_(*, conv=F): beta_ref : -0.0129916 1.00454 1.57153 1.44271 1.00958 0.844013 0.821653 0.887424 with ||beta_ref - beta_cand|| = 0.980657371638, --> sc = 1.8111385579648 Sample[420]: idc = 468 352 360 191 269 427 307 108 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.46193 after refine_(*, conv=F): beta_ref : -0.212549 0.867247 0.680836 0.849964 1.08555 0.980283 0.795925 0.733381 with ||beta_ref - beta_cand|| = 0.456823850769, --> sc = 1.47926673061463 Sample[421]: idc = 187 198 10 277 325 239 345 73 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.07632 after refine_(*, conv=F): beta_ref : 0.22831 0.983118 1.00869 1.5571 1.17306 1.13284 1.19395 0.952315 with ||beta_ref - beta_cand|| = 2.43485154837, --> sc = 3.06613681877583 Sample[422]: idc = 237 409 212 365 13 271 115 80 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.25382 after refine_(*, conv=F): beta_ref : -0.271458 1.02884 0.777867 1.10333 0.758093 0.592669 0.862069 0.876508 with ||beta_ref - beta_cand|| = 6.71100243116, --> sc = 6.24892390893247 Sample[423]: idc = 194 435 51 42 249 283 404 333 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.98066 after refine_(*, conv=F): beta_ref : 0.189431 0.984965 0.701453 0.969812 0.989653 1.05275 1.43569 1.30611 with ||beta_ref - beta_cand|| = 2.70440846458, --> sc = 3.00372311018391 Sample[424]: idc = 158 25 318 208 163 404 272 310 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.35981 after refine_(*, conv=F): beta_ref : -0.103632 1.01544 1.11416 1.11073 0.859885 0.729334 1.59522 0.503637 with ||beta_ref - beta_cand|| = 1.742431742, --> sc = 2.39560181079783 Sample[425]: idc = 361 488 171 223 362 344 6 409 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.46738 after refine_(*, conv=F): beta_ref : -0.284098 1.03294 0.532903 1.0736 1.04903 0.734897 0.908973 0.503286 with ||beta_ref - beta_cand|| = 6.47551354361, --> sc = 5.50297732865949 Sample[426]: idc = 169 433 52 35 345 434 87 361 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.0355 after refine_(*, conv=F): beta_ref : -0.0921978 1.01478 1.4299 0.783348 0.629284 1.26977 1.22512 0.424285 with ||beta_ref - beta_cand|| = 1.41693082135, --> sc = 2.08700334468405 Sample[427]: idc = 219 447 147 19 34 193 151 71 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.48935 after refine_(*, conv=F): beta_ref : -0.220767 1.0245 1.17088 1.27183 0.815098 0.938824 0.787667 1.23181 with ||beta_ref - beta_cand|| = 6.91641459975, --> sc = 6.57878745507035 Sample[428]: idc = 333 50 341 90 108 311 466 204 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=434.026 after refine_(*, conv=F): beta_ref : -0.101071 0.980191 0.971523 1.00766 0.974707 0.970172 1.02451 0.966074 with ||beta_ref - beta_cand|| = 440.88137862, --> sc = 444.582289068813 Sample[429]: idc = 272 167 257 449 447 486 440 200 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.46787 after refine_(*, conv=F): beta_ref : 0.0249299 1.1492 0.91333 0.762236 1.28082 0.890573 0.947574 0.963571 with ||beta_ref - beta_cand|| = 0.376746079688, --> sc = 1.48142128118516 Sample[430]: idc = 234 390 383 376 400 456 442 59 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.14979 after refine_(*, conv=F): beta_ref : 0.0693844 1.02461 0.941665 1.02252 1.05168 0.904257 1.1564 1.04392 with ||beta_ref - beta_cand|| = 6.3484869729, --> sc = 7.27478716353023 Sample[431]: idc = 57 465 155 359 71 439 479 484 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.36455 after refine_(*, conv=F): beta_ref : -0.108362 1.1217 1.1764 0.957402 1.14914 0.987496 1.09155 1.23532 with ||beta_ref - beta_cand|| = 4.7396518275, --> sc = 5.42754732196815 Sample[432]: idc = 10 374 65 359 233 432 192 168 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.58418 after refine_(*, conv=F): beta_ref : -0.526245 1.05285 1.15123 0.972774 0.944326 0.45864 0.799551 0.83285 with ||beta_ref - beta_cand|| = 1.94480896096, --> sc = 2.60298740497765 Sample[433]: idc = 47 171 40 197 218 461 395 59 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.08571 after refine_(*, conv=F): beta_ref : 0.235702 0.981368 1.17766 0.664248 1.34471 1.10183 0.850098 1.42544 with ||beta_ref - beta_cand|| = 3.93766816065, --> sc = 4.08181380756578 Sample[434]: idc = 328 484 265 245 67 33 179 436 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.10771 after refine_(*, conv=F): beta_ref : -0.259247 1.03016 1.13187 1.12619 1.07221 1.14074 0.695736 0.740385 with ||beta_ref - beta_cand|| = 6.91998934978, --> sc = 6.13725759457004 Sample[435]: idc = 428 46 246 337 161 24 252 392 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=11.1481 after refine_(*, conv=F): beta_ref : -0.144198 1.0176 0.947473 0.969529 0.952608 1.05651 0.847488 1.04472 with ||beta_ref - beta_cand|| = 10.3475343912, --> sc = 10.8513777038833 Sample[436]: idc = 381 175 167 139 439 58 393 230 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.14835 after refine_(*, conv=F): beta_ref : 0.0362026 0.939345 1.04721 1.09564 0.800224 1.02425 1.04551 0.973235 with ||beta_ref - beta_cand|| = 3.82883959838, --> sc = 5.14853066044682 Sample[437]: idc = 378 484 376 72 299 255 475 310 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.45417 after refine_(*, conv=F): beta_ref : -0.356385 1.03914 1.16285 1.02482 1.3891 0.982013 0.75314 0.72018 with ||beta_ref - beta_cand|| = 4.85721961476, --> sc = 4.51083551497557 Sample[438]: idc = 20 213 307 340 101 123 431 413 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.30078 after refine_(*, conv=F): beta_ref : -0.27676 1.0304 1.1762 1.28729 0.811332 0.926777 0.420978 0.613381 with ||beta_ref - beta_cand|| = 3.12047352808, --> sc = 3.30914787795646 Sample[439]: idc = 472 178 498 226 153 92 391 286 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.90585 after refine_(*, conv=F): beta_ref : -0.188698 1.1679 1.00203 0.865031 1.08509 1.00346 1.14117 0.734765 with ||beta_ref - beta_cand|| = 4.94849186197, --> sc = 6.00475984101703 Sample[440]: idc = 277 298 153 419 411 67 427 86 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=9.39056 after refine_(*, conv=F): beta_ref : -0.093257 1.10196 1.13617 1.00407 0.993212 0.950684 0.987873 0.842454 with ||beta_ref - beta_cand|| = 8.6519138943, --> sc = 9.45195098853131 Sample[441]: idc = 103 355 429 46 489 366 220 437 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.35701 after refine_(*, conv=F): beta_ref : -0.321911 1.03364 1.3897 0.830045 1.36246 0.785797 1.21519 1.18523 with ||beta_ref - beta_cand|| = 0.496673101921, --> sc = 1.37306814695367 Sample[442]: idc = 227 267 101 453 194 106 128 377 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.70289 after refine_(*, conv=F): beta_ref : -0.0597668 0.890151 1.0396 1.14239 0.866226 0.701727 0.771976 0.609116 with ||beta_ref - beta_cand|| = 2.91231634733, --> sc = 3.77136798922751 Sample[443]: idc = 326 397 31 277 146 187 54 423 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.02292 after refine_(*, conv=F): beta_ref : -0.389785 1.04393 0.698893 1.52454 1.31553 1.25995 1.23426 0.806717 with ||beta_ref - beta_cand|| = 1.35744209815, --> sc = 2.05229335289612 Sample[444]: idc = 122 202 442 123 218 116 404 85 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.1546 after refine_(*, conv=F): beta_ref : -0.0481439 1.0652 0.825632 1.18228 1.01557 1.00681 1.17032 1.14457 with ||beta_ref - beta_cand|| = 7.39994426651, --> sc = 8.28034373138236 Sample[445]: idc = 82 301 73 24 350 1 349 177 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=39.1405 after refine_(*, conv=F): beta_ref : -0.054922 1.00867 1.10309 0.967149 0.944399 1.01137 0.972752 0.987259 with ||beta_ref - beta_cand|| = 45.2746633774, --> sc = 39.0599952507828 Sample[446]: idc = 426 289 393 6 463 469 466 354 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=11.9089 after refine_(*, conv=F): beta_ref : -0.052533 1.00851 1.19966 1.08399 0.944935 0.894477 1.01619 0.836335 with ||beta_ref - beta_cand|| = 12.7220152152, --> sc = 11.9814173795778 Sample[447]: idc = 436 442 72 433 162 71 432 61 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.90591 after refine_(*, conv=F): beta_ref : -0.327675 0.760354 0.81232 1.05491 0.925417 0.86285 1.00304 0.802728 with ||beta_ref - beta_cand|| = 5.22085050058, --> sc = 6.01443859136368 Sample[448]: idc = 491 221 318 475 97 106 170 355 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.68122 after refine_(*, conv=F): beta_ref : -0.220831 0.761722 0.823174 1.09175 1.19627 1.24409 0.918824 1.09991 with ||beta_ref - beta_cand|| = 0.599053907991, --> sc = 1.69310728106052 Sample[449]: idc = 148 400 431 88 406 92 192 440 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.82246 after refine_(*, conv=F): beta_ref : -0.0208714 1.26569 1.34538 1.15009 1.11384 1.05433 1.05794 1.04119 with ||beta_ref - beta_cand|| = 3.1384296041, --> sc = 3.88544262578507 Sample[450]: idc = 272 261 412 36 236 174 297 424 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.10296 after refine_(*, conv=F): beta_ref : 0.387506 0.961838 0.656007 0.732298 1.17878 0.603053 0.755054 1.29984 with ||beta_ref - beta_cand|| = 1.50127348878, --> sc = 2.11693212561468 Sample[451]: idc = 445 336 356 220 207 44 236 30 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.19544 after refine_(*, conv=F): beta_ref : 0.0763559 0.99727 1.12571 1.30464 0.693525 0.795667 0.902524 1.10153 with ||beta_ref - beta_cand|| = 5.84692263158, --> sc = 5.29793978066183 Sample[452]: idc = 484 191 410 459 431 454 414 494 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.98471 after refine_(*, conv=F): beta_ref : -0.224951 1.03244 1.45279 1.19268 0.918924 0.995038 1.00782 0.795332 with ||beta_ref - beta_cand|| = 3.60254214832, --> sc = 4.00773800235701 Sample[453]: idc = 436 34 146 443 136 461 313 291 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.7889 after refine_(*, conv=F): beta_ref : 0.117617 0.992408 1.01655 0.788822 1.06155 1.12291 0.711373 0.916526 with ||beta_ref - beta_cand|| = 7.18477462862, --> sc = 6.82425398977644 Sample[454]: idc = 54 190 102 272 80 396 222 28 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.3277 after refine_(*, conv=F): beta_ref : 0.22831 0.977609 0.642543 0.918359 0.817823 0.838052 0.779702 1.61103 with ||beta_ref - beta_cand|| = 1.6283258454, --> sc = 2.30457367713472 Sample[455]: idc = 54 127 52 81 217 120 364 65 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.38587 after refine_(*, conv=F): beta_ref : -0.111323 0.867041 0.678832 0.894736 0.932147 1.1892 0.835585 0.919562 with ||beta_ref - beta_cand|| = 2.22655102961, --> sc = 3.39553089927115 Sample[456]: idc = 306 410 128 478 233 369 459 433 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.69878 after refine_(*, conv=F): beta_ref : 0.0128679 0.982077 1.13791 0.76826 0.546662 0.8137 0.829701 0.924894 with ||beta_ref - beta_cand|| = 0.655634140143, --> sc = 1.67792652661956 Sample[457]: idc = 230 463 50 293 6 244 445 266 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.55833 after refine_(*, conv=F): beta_ref : 0.193033 0.986151 0.775621 1.17121 0.930747 0.80016 0.748682 1.00997 with ||beta_ref - beta_cand|| = 7.62155555934, --> sc = 6.58417106861096 Sample[458]: idc = 125 311 165 283 202 133 162 266 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.28196 after refine_(*, conv=F): beta_ref : -0.179503 0.983179 1.09092 1.09134 1.07832 1.18536 0.957221 0.884321 with ||beta_ref - beta_cand|| = 7.57561454739, --> sc = 8.48807019751928 Sample[459]: idc = 207 7 191 318 443 411 407 246 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.78803 after refine_(*, conv=F): beta_ref : 0.208312 0.984593 1.10939 1.25616 1.06146 1.00819 0.385594 0.531358 with ||beta_ref - beta_cand|| = 1.01669362902, --> sc = 1.79282679896317 Sample[460]: idc = 27 204 177 34 339 165 440 201 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.49448 after refine_(*, conv=F): beta_ref : -0.224297 1.02346 1.50294 1.00623 0.973341 0.536213 0.740379 0.795504 with ||beta_ref - beta_cand|| = 0.629432092363, --> sc = 1.4997921201383 Sample[461]: idc = 340 324 490 46 110 0 303 429 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=19.2131 after refine_(*, conv=F): beta_ref : -0.039633 1.0091 0.996654 1.05711 0.985362 1.03228 0.987547 1.05592 with ||beta_ref - beta_cand|| = 21.6462930773, --> sc = 19.2348382800145 Sample[462]: idc = 376 82 312 146 285 124 300 189 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.01851 after refine_(*, conv=F): beta_ref : 0.115969 0.991244 0.96398 1.08846 1.21593 1.09365 0.755831 1.64905 with ||beta_ref - beta_cand|| = 2.55979007109, --> sc = 3.02313590390775 Sample[463]: idc = 401 6 216 277 112 480 396 304 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.94939 after refine_(*, conv=F): beta_ref : -0.239269 1.03085 1.13544 1.14928 1.04426 1.36269 1.12806 0.643247 with ||beta_ref - beta_cand|| = 10.3797719258, --> sc = 8.07217003584942 Sample[464]: idc = 385 496 159 342 456 373 237 286 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.67095 after refine_(*, conv=F): beta_ref : -0.261595 1.0346 1.20703 1.26078 0.712193 0.952085 1.04986 1.18248 with ||beta_ref - beta_cand|| = 2.4919695079, --> sc = 3.52222222958731 Sample[465]: idc = 106 254 446 136 3 489 490 318 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.73799 after refine_(*, conv=F): beta_ref : 0.33341 0.970322 1.18104 1.14176 0.532829 1.34779 0.888273 0.842877 with ||beta_ref - beta_cand|| = 2.10574451739, --> sc = 2.74350475178918 Sample[466]: idc = 470 58 236 491 246 87 62 33 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.26297 after refine_(*, conv=F): beta_ref : -0.47919 1.05234 1.21667 0.878652 1.4504 0.685078 1.46166 1.15482 with ||beta_ref - beta_cand|| = 1.60790477531, --> sc = 2.27607503443189 Sample[467]: idc = 247 227 202 256 497 467 430 1 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.42082 after refine_(*, conv=F): beta_ref : 0.144787 0.988548 1.2009 1.57388 1.00275 1.20383 1.28858 0.845254 with ||beta_ref - beta_cand|| = 1.67943219649, --> sc = 2.43256700853222 Sample[468]: idc = 338 289 173 145 382 58 346 14 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=7.5797 after refine_(*, conv=F): beta_ref : -0.20519 1.02611 1.10425 1.11715 1.13341 1.16876 1.14577 0.817086 with ||beta_ref - beta_cand|| = 9.14423376834, --> sc = 7.66067108335322 Sample[469]: idc = 40 480 265 137 197 314 289 309 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.45043 after refine_(*, conv=F): beta_ref : -0.11084 1.01554 1.32834 1.1702 0.541447 1.07315 1.11028 0.401885 with ||beta_ref - beta_cand|| = 1.96272973975, --> sc = 2.48526447439504 Sample[470]: idc = 412 120 460 335 32 63 116 399 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.32449 after refine_(*, conv=F): beta_ref : -0.452944 1.04912 0.316162 0.657087 1.18615 0.689932 1.11245 0.878407 with ||beta_ref - beta_cand|| = 1.75305042683, --> sc = 2.3414221672576 Sample[471]: idc = 216 491 89 457 121 28 482 460 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.71076 after refine_(*, conv=F): beta_ref : 0.0421161 1.00158 0.857238 1.37048 1.07141 1.1751 1.11109 1.25956 with ||beta_ref - beta_cand|| = 5.83266886714, --> sc = 5.68929801471966 Sample[472]: idc = 184 64 401 264 12 28 254 198 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=124.625 after refine_(*, conv=F): beta_ref : -0.0736574 1.01342 1.03061 1.00401 1.01779 0.955493 1.00925 1.0593 with ||beta_ref - beta_cand|| = 148.560168047, --> sc = 125.115233367432 Sample[473]: idc = 276 25 65 401 51 118 101 197 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.10893 after refine_(*, conv=F): beta_ref : -0.573093 1.06019 1.16711 1.19007 0.893896 1.0101 1.4269 0.820669 with ||beta_ref - beta_cand|| = 1.37537292653, --> sc = 2.11884666626403 Sample[474]: idc = 404 93 483 115 489 469 56 152 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=13.5953 after refine_(*, conv=F): beta_ref : -0.129589 1.12593 0.954738 1.0949 1.0385 1.01961 1.0854 0.886445 with ||beta_ref - beta_cand|| = 11.6730157104, --> sc = 13.6981547072268 Sample[475]: idc = 345 386 430 485 0 482 452 94 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.49883 after refine_(*, conv=F): beta_ref : -0.563393 1.05572 1.01227 1.0628 1.20697 1.36024 0.849613 0.98574 with ||beta_ref - beta_cand|| = 1.67998375013, --> sc = 2.48590152773274 Sample[476]: idc = 200 398 69 10 342 92 366 317 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.95492 after refine_(*, conv=F): beta_ref : -0.155144 1.01898 1.18113 1.30952 1.37797 1.34293 0.692661 1.48557 with ||beta_ref - beta_cand|| = 2.72893053836, --> sc = 2.98814483116004 Sample[477]: idc = 55 34 357 411 97 348 267 159 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=70.9304 after refine_(*, conv=F): beta_ref : -0.032062 1.00648 0.863555 1.06194 0.960412 0.938682 0.859263 0.911282 with ||beta_ref - beta_cand|| = 94.9572313945, --> sc = 72.2834105537275 Sample[478]: idc = 461 129 123 379 442 19 236 377 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=49.1364 after refine_(*, conv=F): beta_ref : -0.0571184 1.00938 0.990408 1.10166 0.955984 0.939633 0.991109 1.02519 with ||beta_ref - beta_cand|| = 63.3394097555, --> sc = 49.8027363677833 Sample[479]: idc = 346 457 317 230 199 336 405 447 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.41854 after refine_(*, conv=F): beta_ref : -0.233844 1.09756 1.21818 1.11404 0.884215 1.01084 1.29641 0.799037 with ||beta_ref - beta_cand|| = 0.382574235479, --> sc = 1.43073564062132 Sample[480]: idc = 33 103 423 113 230 63 469 391 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.88114 after refine_(*, conv=F): beta_ref : -0.419151 1.04716 0.587974 0.757948 1.23949 1.07165 0.958137 0.560278 with ||beta_ref - beta_cand|| = 4.3393066954, --> sc = 3.95122370550148 Sample[481]: idc = 455 168 157 493 340 110 235 309 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=8.63403 after refine_(*, conv=F): beta_ref : -0.0336672 0.997911 1.071 0.967671 0.914748 1.16383 0.818469 1.01527 with ||beta_ref - beta_cand|| = 7.20410340783, --> sc = 8.4520145886846 Sample[482]: idc = 338 162 10 444 114 278 17 38 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.02095 after refine_(*, conv=F): beta_ref : -0.103482 1.01422 1.14423 0.884883 1.13007 0.990018 0.43349 0.740905 with ||beta_ref - beta_cand|| = 3.95131637306, --> sc = 3.98963016776097 Sample[483]: idc = 364 277 193 457 55 243 245 257 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.39131 after refine_(*, conv=F): beta_ref : -0.21113 1.22676 1.33831 0.949264 0.972734 1.04005 1.01865 0.996505 with ||beta_ref - beta_cand|| = 3.60654499482, --> sc = 4.42507435868738 Sample[484]: idc = 8 480 410 16 166 261 357 407 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=17.6884 after refine_(*, conv=F): beta_ref : -0.0168151 1.00427 0.956564 1.03956 1.12686 0.888913 1.07981 1.07266 with ||beta_ref - beta_cand|| = 19.2312705134, --> sc = 17.6763043517872 Sample[485]: idc = 217 209 67 81 407 491 269 115 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.74071 after refine_(*, conv=F): beta_ref : -0.385794 1.17919 1.06085 0.992162 0.878426 0.699049 0.979212 0.936518 with ||beta_ref - beta_cand|| = 1.49449062664, --> sc = 2.74064109282506 Sample[486]: idc = 365 340 345 96 462 439 485 204 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.29105 after refine_(*, conv=F): beta_ref : -0.0245138 1.33554 1.19353 1.09485 0.602743 0.987818 0.872232 0.925037 with ||beta_ref - beta_cand|| = 1.2318127508, --> sc = 2.33579014302283 Sample[487]: idc = 345 297 286 155 447 293 41 311 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.96509 after refine_(*, conv=F): beta_ref : -0.0236577 1.00791 0.851414 0.984318 1.14253 0.878539 1.38644 1.0713 with ||beta_ref - beta_cand|| = 5.29204127718, --> sc = 4.95458531574731 Sample[488]: idc = 354 208 150 148 456 125 129 1 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=4.21811 after refine_(*, conv=F): beta_ref : -0.0508129 1.01088 1.05844 1.11061 1.12054 1.50832 1.2517 0.798806 with ||beta_ref - beta_cand|| = 4.34776633891, --> sc = 4.22810706219075 Sample[489]: idc = 365 273 271 442 354 276 267 373 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=13.4511 after refine_(*, conv=F): beta_ref : -0.0365046 1.04212 1.0462 1.0011 0.839171 0.872704 0.992804 1.07578 with ||beta_ref - beta_cand|| = 13.3707335727, --> sc = 13.6885529788271 Sample[490]: idc = 96 271 352 214 370 236 452 150 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.70624 after refine_(*, conv=F): beta_ref : -0.142005 1.03946 0.612677 1.02141 0.716178 1.01385 0.620136 0.811906 with ||beta_ref - beta_cand|| = 1.63739190314, --> sc = 2.72265098970986 Sample[491]: idc = 212 108 388 135 245 49 447 475 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=3.86539 after refine_(*, conv=F): beta_ref : 0.0446305 1.00097 1.01523 0.791566 1.15044 0.918942 0.847211 1.4283 with ||beta_ref - beta_cand|| = 3.71267487499, --> sc = 3.87057954968243 Sample[492]: idc = 454 402 70 37 114 365 394 127 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.6927 after refine_(*, conv=F): beta_ref : 0.401808 0.96337 0.861065 0.995497 0.964731 0.592729 1.23202 1.6511 with ||beta_ref - beta_cand|| = 0.995303267531, --> sc = 1.71147435946874 Sample[493]: idc = 245 365 52 473 13 33 409 388 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.95674 after refine_(*, conv=F): beta_ref : -0.361788 1.03906 1.19043 1.12495 1.4365 1.41843 1.02182 1.39823 with ||beta_ref - beta_cand|| = 2.53917453604, --> sc = 2.95294464150978 Sample[494]: idc = 36 490 297 245 330 261 239 262 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=6.43711 after refine_(*, conv=F): beta_ref : -0.0735769 1.00855 1.08925 0.765256 0.886878 0.527979 1.03799 0.960171 with ||beta_ref - beta_cand|| = 7.04830747828, --> sc = 6.47249069620493 Sample[495]: idc = 437 273 498 493 30 114 93 134 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=9.25787 after refine_(*, conv=F): beta_ref : -0.136925 1.01671 0.939507 0.974676 1.32103 1.1455 0.811758 1.04693 with ||beta_ref - beta_cand|| = 11.800104674, --> sc = 9.27422018731036 Sample[496]: idc = 443 16 121 89 17 260 253 165 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=2.0329 after refine_(*, conv=F): beta_ref : -0.316328 1.03323 0.501818 1.06699 0.804061 0.184938 1.07921 1.005 with ||beta_ref - beta_cand|| = 1.46959860253, --> sc = 2.06527196176039 Sample[497]: idc = 433 28 256 402 375 19 303 418 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=1.9185 after refine_(*, conv=F): beta_ref : -0.253151 1.03526 0.433674 1.20431 1.19998 1.1156 1.37354 0.642372 with ||beta_ref - beta_cand|| = 1.34629802151, --> sc = 1.95348967998203 Sample[498]: idc = 285 75 118 209 408 414 59 424 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=5.39696 after refine_(*, conv=F): beta_ref : 0.0850358 1.108 1.34255 0.979685 1.06315 0.941423 0.885807 1.16332 with ||beta_ref - beta_cand|| = 4.91398605504, --> sc = 5.50153791260062 Sample[499]: idc = 274 74 132 131 78 282 55 88 refine_fast_s(s0=-1, convChk=FALSE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 8 zeroes (zero_tol=1e-10, s_y=2.87394); doing 1 refinement iterations, starting with s0=184.407 after refine_(*, conv=F): beta_ref : -0.0712764 1.03219 0.981517 1.05839 0.986746 0.954459 0.922852 0.95186 with ||beta_ref - beta_cand|| = 159.445430051, --> sc = 186.971919526257 Now refine() to convergence for 2 very best ones: i=0: refine_fast_s(s0=0.876079, convChk=TRUE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 0 zeroes (zero_tol=1e-10, s_y=2.87394); maximally 200 refinement iterations, starting with s0=0.876079 it 0, ||b[i]||= 2.64777059351, ||b[i] - b[i-1]||= 0.0382761371107938 --> conv=FALSE it 1, ||b[i]||= 2.64705439813, ||b[i] - b[i-1]||= 0.0315641970212275 --> conv=FALSE it 2, ||b[i]||= 2.64894980078, ||b[i] - b[i-1]||= 0.0271855397152725 --> conv=FALSE it 3, ||b[i]||= 2.65033761555, ||b[i] - b[i-1]||= 0.0237376725850060 --> conv=FALSE it 4, ||b[i]||= 2.65102410137, ||b[i] - b[i-1]||= 0.0205989026135484 --> conv=FALSE it 5, ||b[i]||= 2.65124140879, ||b[i] - b[i-1]||= 0.0174661914895252 --> conv=FALSE it 6, ||b[i]||= 2.65119843542, ||b[i] - b[i-1]||= 0.0145193655866884 --> conv=FALSE it 7, ||b[i]||= 2.65100461131, ||b[i] - b[i-1]||= 0.0119211841580756 --> conv=FALSE it 8, ||b[i]||= 2.65072927969, ||b[i] - b[i-1]||= 0.00971802572296957 --> conv=FALSE it 9, ||b[i]||= 2.65042594840, ||b[i] - b[i-1]||= 0.00789025561982911 --> conv=FALSE it 10, ||b[i]||= 2.65013443902, ||b[i] - b[i-1]||= 0.00638198258967086 --> conv=FALSE it 11, ||b[i]||= 2.64987505043, ||b[i] - b[i-1]||= 0.00514041122378395 --> conv=FALSE it 12, ||b[i]||= 2.64965354622, ||b[i] - b[i-1]||= 0.00412344284337025 --> conv=FALSE it 13, ||b[i]||= 2.64946883986, ||b[i] - b[i-1]||= 0.00329677828243099 --> conv=FALSE it 14, ||b[i]||= 2.64931731400, ||b[i] - b[i-1]||= 0.00263036039735550 --> conv=FALSE it 15, ||b[i]||= 2.64919478138, ||b[i] - b[i-1]||= 0.00209480526837741 --> conv=FALSE it 16, ||b[i]||= 2.64909665744, ||b[i] - b[i-1]||= 0.00166568568700765 --> conv=FALSE it 17, ||b[i]||= 2.64901855810, ||b[i] - b[i-1]||= 0.00132293273562349 --> conv=FALSE it 18, ||b[i]||= 2.64895647222, ||b[i] - b[i-1]||= 0.00104971551795431 --> conv=FALSE it 19, ||b[i]||= 2.64890712707, ||b[i] - b[i-1]||= 0.000832270280561379 --> conv=FALSE it 20, ||b[i]||= 2.64886790638, ||b[i] - b[i-1]||= 0.000659443126907074 --> conv=FALSE it 21, ||b[i]||= 2.64883672212, ||b[i] - b[i-1]||= 0.000522231321604047 --> conv=FALSE it 22, ||b[i]||= 2.64881191215, ||b[i] - b[i-1]||= 0.000413394905416932 --> conv=FALSE it 23, ||b[i]||= 2.64879215681, ||b[i] - b[i-1]||= 0.000327130052667414 --> conv=FALSE it 24, ||b[i]||= 2.64877641051, ||b[i] - b[i-1]||= 0.000258796752903406 --> conv=FALSE it 25, ||b[i]||= 2.64876384600, ||b[i] - b[i-1]||= 0.000204693776886484 --> conv=FALSE it 26, ||b[i]||= 2.64875380916, ||b[i] - b[i-1]||= 0.000161874199416439 --> conv=FALSE it 27, ||b[i]||= 2.64874578270, ||b[i] - b[i-1]||= 0.000127995209422949 --> conv=FALSE it 28, ||b[i]||= 2.64873935734, ||b[i] - b[i-1]||= 0.000101196538911292 --> conv=FALSE it 29, ||b[i]||= 2.64873420887, ||b[i] - b[i-1]||= 8.00025242297550e-05 --> conv=FALSE it 30, ||b[i]||= 2.64873008012, ||b[i] - b[i-1]||= 6.32435105569364e-05 --> conv=FALSE it 31, ||b[i]||= 2.64872676679, ||b[i] - b[i-1]||= 4.99929763111174e-05 --> conv=FALSE it 32, ||b[i]||= 2.64872410627, ||b[i] - b[i-1]||= 3.95173598026186e-05 --> conv=FALSE it 33, ||b[i]||= 2.64872196898, ||b[i] - b[i-1]||= 3.12361024027615e-05 --> conv=FALSE it 34, ||b[i]||= 2.64872025142, ||b[i] - b[i-1]||= 2.46898793237234e-05 --> conv=FALSE it 35, ||b[i]||= 2.64871887085, ||b[i] - b[i-1]||= 1.95153724260742e-05 --> conv=FALSE it 36, ||b[i]||= 2.64871776102, ||b[i] - b[i-1]||= 1.54252585146691e-05 --> conv=FALSE it 37, ||b[i]||= 2.64871686880, ||b[i] - b[i-1]||= 1.21923475016333e-05 --> conv=FALSE it 38, ||b[i]||= 2.64871615155, ||b[i] - b[i-1]||= 9.63701817275860e-06 --> conv=FALSE it 39, ||b[i]||= 2.64871557502, ||b[i] - b[i-1]||= 7.61727085019646e-06 --> conv=FALSE it 40, ||b[i]||= 2.64871511170, ||b[i] - b[i-1]||= 6.02085514403385e-06 --> conv=FALSE it 41, ||b[i]||= 2.64871473943, ||b[i] - b[i-1]||= 4.75904187405285e-06 --> conv=FALSE it 42, ||b[i]||= 2.64871444040, ||b[i] - b[i-1]||= 3.76169696206404e-06 --> conv=FALSE it 43, ||b[i]||= 2.64871420029, ||b[i] - b[i-1]||= 2.97338585280213e-06 --> conv=FALSE it 44, ||b[i]||= 2.64871400754, ||b[i] - b[i-1]||= 2.35029340423967e-06 --> conv=FALSE it 45, ||b[i]||= 2.64871385287, ||b[i] - b[i-1]||= 1.85778876841282e-06 --> conv=FALSE it 46, ||b[i]||= 2.64871372880, ||b[i] - b[i-1]||= 1.46850037295966e-06 --> conv=FALSE it 47, ||b[i]||= 2.64871362932, ||b[i] - b[i-1]||= 1.16079427906326e-06 --> conv=FALSE it 48, ||b[i]||= 2.64871354958, ||b[i] - b[i-1]||= 9.17571446553241e-07 --> conv=FALSE it 49, ||b[i]||= 2.64871348570, ||b[i] - b[i-1]||= 7.25317051709150e-07 --> conv=FALSE it 50, ||b[i]||= 2.64871343453, ||b[i] - b[i-1]||= 5.73349145755439e-07 --> conv=FALSE it 51, ||b[i]||= 2.64871339358, ||b[i] - b[i-1]||= 4.53224770205567e-07 --> conv=FALSE it 52, ||b[i]||= 2.64871336080, ||b[i] - b[i-1]||= 3.58270605987325e-07 --> conv=FALSE it 53, ||b[i]||= 2.64871333459, ||b[i] - b[i-1]||= 2.83212026495995e-07 --> conv=FALSE it 54, ||b[i]||= 2.64871331362, ||b[i] - b[i-1]||= 2.23879871040459e-07 --> conv=TRUE refine_() converged after 54 iterations Best[0]: convergence (54 iter.): -> improved scale to 0.858631320280769; bbeta= -0.259279 1.02825 1.01361 1.05504 1.03514 1.05976 0.935006 0.825726 i=1: refine_fast_s(s0=0.871364, convChk=TRUE): |{i; |R_i| <= 2.874e-10 ~= 0}| = 0 zeroes (zero_tol=1e-10, s_y=2.87394); maximally 200 refinement iterations, starting with s0=0.871364 it 0, ||b[i]||= 2.63948197347, ||b[i] - b[i-1]||= 0.0355003874123670 --> conv=FALSE it 1, ||b[i]||= 2.64260340789, ||b[i] - b[i-1]||= 0.0298828214806852 --> conv=FALSE it 2, ||b[i]||= 2.64509092934, ||b[i] - b[i-1]||= 0.0256110927604150 --> conv=FALSE it 3, ||b[i]||= 2.64691324061, ||b[i] - b[i-1]||= 0.0220118399108142 --> conv=FALSE it 4, ||b[i]||= 2.64810958663, ||b[i] - b[i-1]||= 0.0186717992820135 --> conv=FALSE it 5, ||b[i]||= 2.64885177322, ||b[i] - b[i-1]||= 0.0155450918849899 --> conv=FALSE it 6, ||b[i]||= 2.64927480501, ||b[i] - b[i-1]||= 0.0127830230663819 --> conv=FALSE it 7, ||b[i]||= 2.64946846235, ||b[i] - b[i-1]||= 0.0104209431859692 --> conv=FALSE it 8, ||b[i]||= 2.64951353325, ||b[i] - b[i-1]||= 0.00845522640897199 --> conv=FALSE it 9, ||b[i]||= 2.64947393947, ||b[i] - b[i-1]||= 0.00683824057975619 --> conv=FALSE it 10, ||b[i]||= 2.64939617708, ||b[i] - b[i-1]||= 0.00550941442388868 --> conv=FALSE it 11, ||b[i]||= 2.64930562718, ||b[i] - b[i-1]||= 0.00442142368855461 --> conv=FALSE it 12, ||b[i]||= 2.64921545756, ||b[i] - b[i-1]||= 0.00353570405654481 --> conv=FALSE it 13, ||b[i]||= 2.64913211302, ||b[i] - b[i-1]||= 0.00282124748332331 --> conv=FALSE it 14, ||b[i]||= 2.64905885500, ||b[i] - b[i-1]||= 0.00224709866344103 --> conv=FALSE it 15, ||b[i]||= 2.64899650986, ||b[i] - b[i-1]||= 0.00178694175294331 --> conv=FALSE it 16, ||b[i]||= 2.64894454089, ||b[i] - b[i-1]||= 0.00141926852613729 --> conv=FALSE it 17, ||b[i]||= 2.64890165274, ||b[i] - b[i-1]||= 0.00112614289698190 --> conv=FALSE it 18, ||b[i]||= 2.64886645568, ||b[i] - b[i-1]||= 0.000892825896677110 --> conv=FALSE it 19, ||b[i]||= 2.64883769249, ||b[i] - b[i-1]||= 0.000707370928182420 --> conv=FALSE it 20, ||b[i]||= 2.64881425814, ||b[i] - b[i-1]||= 0.000560130759913608 --> conv=FALSE it 21, ||b[i]||= 2.64879520403, ||b[i] - b[i-1]||= 0.000443342945396201 --> conv=FALSE it 22, ||b[i]||= 2.64877973076, ||b[i] - b[i-1]||= 0.000350781790030235 --> conv=FALSE it 23, ||b[i]||= 2.64876717384, ||b[i] - b[i-1]||= 0.000277468074595549 --> conv=FALSE it 24, ||b[i]||= 2.64875698644, ||b[i] - b[i-1]||= 0.000219428871911137 --> conv=FALSE it 25, ||b[i]||= 2.64874872165, ||b[i] - b[i-1]||= 0.000173500359606375 --> conv=FALSE it 26, ||b[i]||= 2.64874201591, ||b[i] - b[i-1]||= 0.000137167061923471 --> conv=FALSE it 27, ||b[i]||= 2.64873657424, ||b[i] - b[i-1]||= 0.000108431573520243 --> conv=FALSE it 28, ||b[i]||= 2.64873215770, ||b[i] - b[i-1]||= 8.57095117345443e-05 --> conv=FALSE it 29, ||b[i]||= 2.64872857278, ||b[i] - b[i-1]||= 6.77451581542078e-05 --> conv=FALSE it 30, ||b[i]||= 2.64872566283, ||b[i] - b[i-1]||= 5.35439398275938e-05 --> conv=FALSE it 31, ||b[i]||= 2.64872330091, ||b[i] - b[i-1]||= 4.23185333212727e-05 --> conv=FALSE it 32, ||b[i]||= 2.64872138409, ||b[i] - b[i-1]||= 3.34459356274429e-05 --> conv=FALSE it 33, ||b[i]||= 2.64871982887, ||b[i] - b[i-1]||= 2.64333289092654e-05 --> conv=FALSE it 34, ||b[i]||= 2.64871856745, ||b[i] - b[i-1]||= 2.08909748668840e-05 --> conv=FALSE it 35, ||b[i]||= 2.64871754474, ||b[i] - b[i-1]||= 1.65107144453095e-05 --> conv=FALSE it 36, ||b[i]||= 2.64871671594, ||b[i] - b[i-1]||= 1.30489283090976e-05 --> conv=FALSE it 37, ||b[i]||= 2.64871604465, ||b[i] - b[i-1]||= 1.03130417001796e-05 --> conv=FALSE it 38, ||b[i]||= 2.64871550124, ||b[i] - b[i-1]||= 8.15084222651777e-06 --> conv=FALSE it 39, ||b[i]||= 2.64871506161, ||b[i] - b[i-1]||= 6.44202761650323e-06 --> conv=FALSE it 40, ||b[i]||= 2.64871470616, ||b[i] - b[i-1]||= 5.09152021032513e-06 --> conv=FALSE it 41, ||b[i]||= 2.64871441897, ||b[i] - b[i-1]||= 4.02418022721204e-06 --> conv=FALSE it 42, ||b[i]||= 2.64871418708, ||b[i] - b[i-1]||= 3.18062584925495e-06 --> conv=FALSE it 43, ||b[i]||= 2.64871399996, ||b[i] - b[i-1]||= 2.51392905939728e-06 --> conv=FALSE it 44, ||b[i]||= 2.64871384908, ||b[i] - b[i-1]||= 1.98700388503360e-06 --> conv=FALSE it 45, ||b[i]||= 2.64871372749, ||b[i] - b[i-1]||= 1.57054222565738e-06 --> conv=FALSE it 46, ||b[i]||= 2.64871362958, ||b[i] - b[i-1]||= 1.24138249346479e-06 --> conv=FALSE it 47, ||b[i]||= 2.64871355078, ||b[i] - b[i-1]||= 9.81220440541933e-07 --> conv=FALSE it 48, ||b[i]||= 2.64871348741, ||b[i] - b[i-1]||= 7.75590305733433e-07 --> conv=FALSE it 49, ||b[i]||= 2.64871343647, ||b[i] - b[i-1]||= 6.13059752826377e-07 --> conv=FALSE it 50, ||b[i]||= 2.64871339555, ||b[i] - b[i-1]||= 4.84593627652187e-07 --> conv=FALSE it 51, ||b[i]||= 2.64871336271, ||b[i] - b[i-1]||= 3.83051246275325e-07 --> conv=FALSE it 52, ||b[i]||= 2.64871333635, ||b[i] - b[i-1]||= 3.02789040418678e-07 --> conv=FALSE it 53, ||b[i]||= 2.64871331522, ||b[i] - b[i-1]||= 2.39346638804736e-07 --> conv=TRUE refine_() converged after 53 iterations Best[1]: convergence (53 iter.) lmrob.S(): scale = 0.858631; coeff.= [1] -0.2592786 1.0282516 1.0136067 1.0550365 1.0351378 1.0597573 0.9350056 [8] 0.8257260 init converged (remaining method = "M") -> coef= (Intercept) x1 x2 x3 x4 x5 -0.2592786 1.0282516 1.0136067 1.0550365 1.0351378 1.0597573 x6 x7 0.9350056 0.8257260 lmrob_MM(): rwls(): Optimal block size for DGELS: 264 it 1: L(b1) = 0.135644969552 b1 = (-0.11210492711, 1.0141194266, 1.0089248769, 1.0459598992, 0.99731604392, 1.0014752562, 0.95903564656, 0.93264412406); ||b0 - b1||_1 = 0.402116 it 2: L(b1) = 0.135371268466 b1 = (-0.079295789675, 1.011048293, 1.0046300403, 1.0459056933, 0.98611877291, 0.98747096511, 0.9641029759, 0.95152503748); ||b0 - b1||_1 = 0.0893791 it 3: L(b1) = 0.135357207435 b1 = (-0.071900752229, 1.0103666301, 1.0029611803, 1.0461949506, 0.98303230781, 0.98404695083, 0.9651970454, 0.95479325464); ||b0 - b1||_1 = 0.0209076 it 4: L(b1) = 0.135356429624 b1 = (-0.070208818011, 1.0102119425, 1.0024470323, 1.0463119152, 0.98219526263, 0.9831900758, 0.96543473187, 0.95534676375); ||b0 - b1||_1 = 0.00496285 it 5: L(b1) = 0.135356384242 b1 = (-0.06981621816, 1.0101762065, 1.0023047631, 1.0463477899, 0.9819701078, 0.98297191937, 0.96548676626, 0.95543640248); ||b0 - b1||_1 = 0.00119146 it 6: L(b1) = 0.135356381497 b1 = (-0.069723952472, 1.010167823, 1.0022677824, 1.0463577354, 0.98190987039, 0.98291574604, 0.96549831482, 0.95544953969); ||b0 - b1||_1 = 0.000288672 it 7: L(b1) = 0.135356381326 b1 = (-0.069702024396, 1.01016583, 1.0022585755, 1.0463603676, 0.98189381023, 0.98290117832, 0.96550093397, 0.95545099423); ||b0 - b1||_1 = 7.04618e-05 it 8: L(b1) = 0.135356381316 b1 = (-0.069696761978, 1.0101653508, 1.0022563618, 1.0463610495, 0.98188953626, 0.98289738329, 0.96550154625, 0.95545098066); ||b0 - b1||_1 = 1.73321e-05 it 9: L(b1) = 0.135356381315 b1 = (-0.069695488503, 1.0101652344, 1.0022558468, 1.0463612248, 0.98188839944, 0.98289639166, 0.96550169493, 0.95545089565); ||b0 - b1||_1 = 4.44227e-06 it 10: L(b1) = 0.135356381315 b1 = (-0.069695178139, 1.0101652059, 1.0022557313, 1.0463612699, 0.98188809689, 0.98289613197, 0.96550173261, 0.95545085584); ||b0 - b1||_1 = 1.13919e-06 it 11: L(b1) = 0.135356381315 b1 = (-0.069695102045, 1.0101651989, 1.0022557066, 1.0463612816, 0.98188801626, 0.98289606384, 0.96550174258, 0.95545084148); ||b0 - b1||_1 = 2.9262e-07 rwls() used 11 it.; last ||b0 - b1||_1 = 2.92620e-07, L(b1) = 0.135356381315; convergence lmrob..MM..fit(*, obj) --> updating .. qr(x * rweights) -> rank= 8, outlierStats() step "M" -> new coef= (Intercept) x1 x2 x3 x4 x5 -0.0696951 1.0101652 1.0022557 1.0463613 0.9818880 0.9828961 x6 x7 0.9655017 0.9554508 user system elapsed 0.18 0.00 0.17 > plot(m1, ask=FALSE) > ##-> currently 5 plots; MM:I don't like #3 (Response vs fitted) > > S1 <- m1$init.S > resS1 <- drop(a$y - model.matrix(m1, data=a) %*% coef(S1)) > all.equal(S1$residuals, resS1)## hmm, but still close [1] "Mean relative difference: 2.655326e-07" > ## "Mean relative difference: 2.655326e-07" > > ctr.t3 <- lmrob.control(trace.lev = 3) > (mS <- lmrob.S(x=a$x, y=residuals(S1), only.scale=TRUE, control = ctr.t3)) lmrob_S(nRes = 0, n = 500): --> find_scale(*, scale=0.82518) only:find_scale(*, ini.scale =0.82517988540, tol=1e-10): it | new scale 0 | 0.8352517578 1 | 0.8420998284 2 | 0.8467210736 3 | 0.8498235799 4 | 0.8518992195 5 | 0.8532846131 6 | 0.8542078494 7 | 0.8548224564 8 | 0.8552313203 9 | 0.8555031883 10 | 0.8556839070 11 | 0.8558040113 12 | 0.8558838208 13 | 0.8559368495 14 | 0.8559720819 15 | 0.8559954894 16 | 0.8560110403 17 | 0.8560213715 18 | 0.8560282349 19 | 0.8560327944 20 | 0.8560358235 21 | 0.8560378358 22 | 0.8560391726 23 | 0.8560400606 24 | 0.8560406506 25 | 0.8560410425 26 | 0.8560413029 27 | 0.8560414759 28 | 0.8560415908 29 | 0.8560416671 30 | 0.8560417178 31 | 0.8560417515 32 | 0.8560417739 33 | 0.8560417888 34 | 0.8560417986 35 | 0.8560418052 36 | 0.8560418096 37 | 0.8560418125 38 | 0.8560418144 39 | 0.8560418157 40 | 0.8560418165 41 | 0.8560418171 42 | 0.8560418174 43 | 0.8560418177 44 | 0.8560418179 45 | 0.8560418180 46 | 0.8560418180 used 46 iterations lmrob.S(): scale = 0.856042 [1] 0.8560418 > all.equal(S1$scale, mS) [1] "Mean relative difference: 0.003015849" > ## "Mean relative difference: 0.003015849" -- too different, why? > (mS. <- lmrob.S(x=a$x, y=resS1, only.scale=TRUE, control = ctr.t3)) lmrob_S(nRes = 0, n = 500): --> find_scale(*, scale=0.82518) only:find_scale(*, ini.scale =0.82517990421, tol=1e-10): it | new scale 0 | 0.8352517697 1 | 0.8420998359 2 | 0.8467210782 3 | 0.8498235827 4 | 0.8518992211 5 | 0.8532846140 6 | 0.8542078498 7 | 0.8548224566 8 | 0.8552313203 9 | 0.8555031882 10 | 0.8556839068 11 | 0.8558040111 12 | 0.8558838206 13 | 0.8559368493 14 | 0.8559720817 15 | 0.8559954892 16 | 0.8560110401 17 | 0.8560213713 18 | 0.8560282347 19 | 0.8560327942 20 | 0.8560358233 21 | 0.8560378356 22 | 0.8560391724 23 | 0.8560400604 24 | 0.8560406504 25 | 0.8560410423 26 | 0.8560413027 27 | 0.8560414757 28 | 0.8560415906 29 | 0.8560416669 30 | 0.8560417176 31 | 0.8560417513 32 | 0.8560417737 33 | 0.8560417886 34 | 0.8560417984 35 | 0.8560418050 36 | 0.8560418094 37 | 0.8560418123 38 | 0.8560418142 39 | 0.8560418155 40 | 0.8560418163 41 | 0.8560418169 42 | 0.8560418172 43 | 0.8560418175 44 | 0.8560418177 45 | 0.8560418178 46 | 0.8560418178 used 46 iterations lmrob.S(): scale = 0.856042 [1] 0.8560418 > all.equal(mS, mS., tol=0)# 2.401 e -10 -- ok/perfect [1] "Mean relative difference: 2.401173e-10" > stopifnot(all.equal(mS, mS.), + all.equal(mS, S1$scale, tol = 0.008)) # at least that > > > ## don't compute robust distances --> faster by factor of two: > system.time(m2 <- lmrob(y~x, data = a, + control = lmrob.control(compute.rd = FALSE))) user system elapsed 0.05 0.00 0.04 > ## ==> half of the CPU time is spent in covMcd()! > (sm2 <- summary(m2)) Call: lmrob(formula = y ~ x, data = a, control = lmrob.control(compute.rd = FALSE)) \--> method = "MM" Residuals: Min 1Q Median 3Q Max -3.23227 -0.57482 -0.02026 0.58538 3.05713 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.069695 0.048978 -1.423 0.155 x1 1.010165 0.006207 162.745 <2e-16 *** x2 1.002256 0.055672 18.003 <2e-16 *** x3 1.046361 0.042791 24.453 <2e-16 *** x4 0.981888 0.051171 19.189 <2e-16 *** x5 0.982896 0.048832 20.128 <2e-16 *** x6 0.965502 0.052049 18.550 <2e-16 *** x7 0.955451 0.047380 20.166 <2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Robust residual standard error: 0.8586 Multiple R-squared: 0.9505, Adjusted R-squared: 0.9498 Convergence in 11 IRWLS iterations Robustness weights: 53 weights are ~= 1. The remaining 447 ones are summarized as Min. 1st Qu. Median Mean 3rd Qu. Max. 0.1256 0.8434 0.9480 0.8902 0.9834 0.9988 Algorithmic parameters: tuning.chi bb tuning.psi refine.tol 1.548e+00 5.000e-01 4.685e+00 1.000e-07 rel.tol scale.tol solve.tol zero.tol 1.000e-07 1.000e-10 1.000e-07 1.000e-10 eps.outlier eps.x warn.limit.reject warn.limit.meanrw 2.000e-04 1.849e-11 5.000e-01 5.000e-01 nResample max.it best.r.s k.fast.s k.max 500 50 2 1 200 maxit.scale trace.lev mts compute.rd fast.s.large.n 200 0 1000 0 2000 psi subsampling cov "bisquare" "nonsingular" ".vcov.avar1" compute.outlier.stats "SM" seed : int(0) > l1 <- lm(y~x, data = a) > cbind(robust = coef(sm2)[,1:2], + lm = coef(summary(l1))[,1:2]) Estimate Std. Error Estimate Std. Error (Intercept) -0.0696951 0.048978295 -0.06133801 0.04454719 x1 1.0101652 0.006207058 1.01097178 0.01331056 x2 1.0022557 0.055672376 1.00599464 0.04711466 x3 1.0463613 0.042790946 1.05389472 0.04345721 x4 0.9818880 0.051170606 0.97464149 0.04589748 x5 0.9828961 0.048831700 0.97651308 0.04520877 x6 0.9655017 0.052048981 0.96406829 0.04649292 x7 0.9554508 0.047379550 0.97035222 0.04833233 > > m2.S1 <- with(a, lmrob.S(cbind(1,x), y, trace.lev = 2, + ## trace.lev = 2 : quite a bit of output + control= lmrob.control(seed = .Random.seed, + nRes = 80, k.max = 20, refine.tol = 1e-4))) Assigning .Random.seed to .GlobalEnv: int [1:626] 10403 509 -1283519226 636186973 -330156094 1300154068 -1830358209 319137397 -2123499503 -1237584607 ... lmrob_S(n = 500, nRes = 80): fast_s() [non-large n]: fast_s(*, s_y=2.87394, n=500, p=8, ipsi=1, ..) before INIT_WLS(): Subsampling 80 times to find candidate betas: Sample[ 0]: found new candidate with scale 1.161317 in 41 iter (worst sc=2.8739e+20) Sample[ 1]: found new candidate with scale 1.065397 in 49 iter (worst sc=1.1613) Sample[ 2]: found new candidate with scale 1.075149 in 47 iter (worst sc=1.0751) Sample[ 5]: found new candidate with scale 1.06581 in 50 iter (worst sc=1.0658) Sample[ 7]: found new candidate with scale 0.9309233 in 47 iter (worst sc=1.0654) Sample[ 8]: found new candidate with scale 0.9191822 in 48 iter (worst sc=0.93092) Sample[ 11]: found new candidate with scale 0.8915193 in 49 iter (worst sc=0.91918) Sample[ 35]: found new candidate with scale 0.9027488 in 49 iter (worst sc=0.90275) Sample[ 37]: found new candidate with scale 0.8852276 in 47 iter (worst sc=0.89152) Sample[ 43]: found new candidate with scale 0.8866425 in 47 iter (worst sc=0.88664) Now refine() to convergence for 2 very best ones: Best[0]: NON convergence (20 iter.): -> improved scale to 0.858703595730513; bbeta= -0.257256 1.02805 1.01365 1.05503 1.03348 1.05904 0.93679 0.827435 Best[1]: NON convergence (20 iter.): -> improved scale to 0.858699565787582; bbeta= -0.25739 1.02806 1.01386 1.05501 1.03346 1.05913 0.936845 0.827386 lmrob.S(): scale = 0.8587; coeff.= [1] -0.2573903 1.0280605 1.0138596 1.0550132 1.0334601 1.0591277 0.9368448 [8] 0.8273863 Warning messages: 1: In lmrob.S(cbind(1, x), y, trace.lev = 2, control = lmrob.control(seed = .Random.seed, : S refinements did not converge (to refine.tol=0.0001) in 20 (= k.max) steps 2: In lmrob.S(cbind(1, x), y, trace.lev = 2, control = lmrob.control(seed = .Random.seed, : S refinements did not converge (to refine.tol=0.0001) in 20 (= k.max) steps > S.ctrl <- lmrob.control(seed = .Random.seed,## << keeps .Random.seed unchanged + nResample = 1000, best.r.s = 15, refine.tol = 1e-9) > m2.S <- with(a, lmrob.S(cbind(1,x), y, control = S.ctrl, trace.lev = 1)) Assigning .Random.seed to .GlobalEnv: int [1:626] 10403 509 -1283519226 636186973 -330156094 1300154068 -1830358209 319137397 -2123499503 -1237584607 ... lmrob_S(n = 500, nRes = 1000): fast_s() [non-large n]: Subsampling 1000 times to find candidate betas: Now refine() to convergence for 15 very best ones: Best[0]: convergence (71 iter.): -> improved scale to 0.858631320237634 Best[1]: convergence (74 iter.): -> improved scale to 0.858631320237628 Best[2]: convergence (74 iter.) Best[3]: convergence (67 iter.) Best[4]: convergence (71 iter.) Best[5]: convergence (73 iter.) Best[6]: convergence (74 iter.): -> improved scale to 0.858631320237628 Best[7]: convergence (72 iter.) Best[8]: convergence (73 iter.) Best[9]: convergence (72 iter.) Best[10]: convergence (71 iter.) Best[11]: convergence (74 iter.): -> improved scale to 0.858631320237628 Best[12]: convergence (73 iter.) Best[13]: convergence (73 iter.) Best[14]: convergence (72 iter.) lmrob.S(): scale = 0.858631; coeff.= [1] -0.2592789 1.0282516 1.0136066 1.0550366 1.0351382 1.0597574 0.9350051 [8] 0.8257256 > str(m2.S) List of 8 $ coefficients : num [1:8] -0.259 1.028 1.014 1.055 1.035 ... $ scale : num 0.859 $ k.iter : int 74 $ converged : logi TRUE $ residuals : num [1:500] -0.4212 -0.1786 -0.0814 -0.0419 0.2086 ... $ fitted.values: num [1:500, 1] 10.42 10.18 10.08 10.04 9.79 ... $ rweights : num [1:500] 0.809 0.964 0.993 0.998 0.951 ... $ control :List of 34 ..$ setting : NULL ..$ seed : int [1:626] 10403 509 -1283519226 636186973 -330156094 1300154068 -1830358209 319137397 -2123499503 -1237584607 ... ..$ nResample : num 1000 ..$ psi : chr "bisquare" ..$ tuning.chi : num 1.55 ..$ bb : num 0.5 ..$ tuning.psi : num 4.69 ..$ max.it : num 50 ..$ groups : num 5 ..$ n.group : num 400 ..$ best.r.s : num 15 ..$ k.fast.s : int 1 ..$ k.max : int 200 ..$ maxit.scale : int 200 ..$ k.m_s : int 20 ..$ refine.tol : num 1e-09 ..$ rel.tol : num 1e-07 ..$ scale.tol : num 1e-10 ..$ solve.tol : num 1e-07 ..$ zero.tol : num 1e-10 ..$ trace.lev : num 0 ..$ mts : int 1000 ..$ subsampling : chr "nonsingular" ..$ compute.rd : logi FALSE ..$ method : chr "S" ..$ numpoints : int 10 ..$ cov : chr ".vcov.avar1" ..$ split.type : chr "f" ..$ fast.s.large.n : num 2000 ..$ eps.outlier :function (nobs) ..$ eps.x :function (maxx) ..$ compute.outlier.stats: chr "SM" ..$ warn.limit.reject : num 0.5 ..$ warn.limit.meanrw : num 0.5 ..- attr(*, "class")= chr "lmrobCtrl" - attr(*, "class")= chr "lmrob.S" > > ##--- Now use n > 2000 --> so we use C internal fast_s_large_n(...) > n <- 2500 ; n0 <- n %/% 10 > a2 <- gen(n=n, p = 3, n0= n0, y0=10, x0=10) > plot(a2$x[,1], a2$y, col = c(rep(2, n0), rep(1, n-n0))) > rs <- .Random.seed > system.time( m3 <- lmrob(y~x, data = a2, trace.lev=2) ) lmrob_S(n = 2500, nRes = 500): fast_s_large_n(): Subsampling to find candidate betas in group 0: Sample[ 0]: found new candidate with scale 0.8561337 in 57 iter (worst sc=2.4773e+20) Sample[ 1]: found new candidate with scale 1.264639 in 47 iter (worst sc=1.2646) Sample[ 2]: found new candidate with scale 1.06412 in 41 iter (worst sc=1.0641) Sample[ 7]: found new candidate with scale 1.051212 in 50 iter (worst sc=1.0512) Sample[ 8]: found new candidate with scale 0.8775188 in 56 iter (worst sc=0.87752) Sample[ 10]: found new candidate with scale 0.8558995 in 55 iter (worst sc=0.85613) Sample[ 20]: found new candidate with scale 0.8537559 in 59 iter (worst sc=0.8559) Sample[ 67]: found new candidate with scale 0.8363214 in 58 iter (worst sc=0.85376) Sample[ 80]: found new candidate with scale 0.84541 in 58 iter (worst sc=0.84541) Sample[ 88]: found new candidate with scale 0.8352124 in 62 iter (worst sc=0.83632) Sample[108]: found new candidate with scale 0.8359596 in 59 iter (worst sc=0.83596) Sample[230]: found new candidate with scale 0.8350233 in 59 iter (worst sc=0.83521) Sample[380]: found new candidate with scale 0.8341535 in 59 iter (worst sc=0.83502) Sample[439]: found new candidate with scale 0.8324575 in 61 iter (worst sc=0.83415) Subsampling to find candidate betas in group 1: Sample[ 0]: found new candidate with scale 1.091985 in 53 iter (worst sc=2.4773e+20) Sample[ 1]: found new candidate with scale 1.331195 in 43 iter (worst sc=1.3312) Sample[ 2]: found new candidate with scale 1.100212 in 45 iter (worst sc=1.1002) Sample[ 4]: found new candidate with scale 0.9468896 in 47 iter (worst sc=1.092) Sample[ 6]: found new candidate with scale 1.014108 in 47 iter (worst sc=1.0141) Sample[ 13]: found new candidate with scale 0.9806178 in 45 iter (worst sc=0.98062) Sample[ 15]: found new candidate with scale 0.9749859 in 42 iter (worst sc=0.97499) Sample[ 41]: found new candidate with scale 0.934273 in 47 iter (worst sc=0.94689) Sample[ 81]: found new candidate with scale 0.9332361 in 47 iter (worst sc=0.93427) Sample[127]: found new candidate with scale 0.9320059 in 47 iter (worst sc=0.93324) Sample[175]: found new candidate with scale 0.9308042 in 47 iter (worst sc=0.93201) Sample[206]: found new candidate with scale 0.9297341 in 48 iter (worst sc=0.9308) Sample[219]: found new candidate with scale 0.9305065 in 37 iter (worst sc=0.93051) Sample[359]: found new candidate with scale 0.9296977 in 48 iter (worst sc=0.92973) Subsampling to find candidate betas in group 2: Sample[ 0]: found new candidate with scale 1.234752 in 33 iter (worst sc=2.4773e+20) Sample[ 1]: found new candidate with scale 0.9974524 in 44 iter (worst sc=1.2348) Sample[ 2]: found new candidate with scale 1.067833 in 49 iter (worst sc=1.0678) Sample[ 11]: found new candidate with scale 1.030799 in 45 iter (worst sc=1.0308) Sample[ 18]: found new candidate with scale 0.9816981 in 43 iter (worst sc=0.99745) Sample[ 20]: found new candidate with scale 0.9831754 in 43 iter (worst sc=0.98318) Sample[ 30]: found new candidate with scale 0.9752794 in 44 iter (worst sc=0.9817) Sample[ 78]: found new candidate with scale 0.9804671 in 48 iter (worst sc=0.98047) Sample[ 80]: found new candidate with scale 0.9797854 in 43 iter (worst sc=0.97979) Sample[ 82]: found new candidate with scale 0.9776873 in 44 iter (worst sc=0.97769) Sample[ 85]: found new candidate with scale 0.9722957 in 45 iter (worst sc=0.97528) Sample[115]: found new candidate with scale 0.9584418 in 45 iter (worst sc=0.9723) Sample[143]: found new candidate with scale 0.970643 in 45 iter (worst sc=0.97064) Sample[227]: found new candidate with scale 0.9670857 in 49 iter (worst sc=0.96709) Sample[344]: found new candidate with scale 0.9582988 in 48 iter (worst sc=0.95844) Subsampling to find candidate betas in group 3: Sample[ 0]: found new candidate with scale 1.295334 in 38 iter (worst sc=2.4773e+20) Sample[ 1]: found new candidate with scale 1.378429 in 43 iter (worst sc=1.3784) Sample[ 2]: found new candidate with scale 1.309592 in 46 iter (worst sc=1.3096) Sample[ 3]: found new candidate with scale 1.07495 in 46 iter (worst sc=1.2953) Sample[ 5]: found new candidate with scale 1.015074 in 49 iter (worst sc=1.075) Sample[ 9]: found new candidate with scale 0.9421566 in 48 iter (worst sc=1.0151) Sample[ 12]: found new candidate with scale 0.9379182 in 46 iter (worst sc=0.94216) Sample[ 87]: found new candidate with scale 0.9357472 in 46 iter (worst sc=0.93792) Sample[230]: found new candidate with scale 0.9356316 in 46 iter (worst sc=0.93575) Subsampling to find candidate betas in group 4: Sample[ 0]: found new candidate with scale 0.98189 in 38 iter (worst sc=2.4773e+20) Sample[ 1]: found new candidate with scale 1.218208 in 47 iter (worst sc=1.2182) Sample[ 2]: found new candidate with scale 1.042359 in 52 iter (worst sc=1.0424) Sample[ 4]: found new candidate with scale 0.891517 in 50 iter (worst sc=0.98189) Sample[ 5]: found new candidate with scale 0.9351905 in 41 iter (worst sc=0.93519) Sample[ 8]: found new candidate with scale 0.9268563 in 49 iter (worst sc=0.92686) Sample[ 11]: found new candidate with scale 0.8894253 in 49 iter (worst sc=0.89152) Sample[ 17]: found new candidate with scale 0.8381464 in 53 iter (worst sc=0.88943) Sample[ 35]: found new candidate with scale 0.8883976 in 49 iter (worst sc=0.8884) Sample[ 40]: found new candidate with scale 0.8439718 in 51 iter (worst sc=0.84397) Sample[ 51]: found new candidate with scale 0.8421217 in 53 iter (worst sc=0.84212) Sample[ 99]: found new candidate with scale 0.8311642 in 54 iter (worst sc=0.83815) Sample[356]: found new candidate with scale 0.834697 in 50 iter (worst sc=0.8347) Now refine() to convergence for 2 very best ones: Final best[0]: convergence (47 iter.): -> improved scale to 0.89090574610744 Final best[1]: convergence (48 iter.): -> improved scale to 0.890905746094837 lmrob.S(): scale = 0.890906; coeff.= [1] -0.003528005 1.000618559 0.991910017 1.016544242 init converged (remaining method = "M") -> coef= (Intercept) x1 x2 x3 -0.003528005 1.000618559 0.991910017 1.016544242 lmrob_MM(): rwls(): rwls() used 9 it.; last ||b0 - b1||_1 = 2.92204e-07, L(b1) = 0.131487401708; convergence lmrob..MM..fit(*, obj) --> updating .. qr(x * rweights) -> rank= 4, outlierStats() step "M" -> new coef= (Intercept) x1 x2 x3 -0.05108914 1.00597115 1.00320052 0.98332632 user system elapsed 0.11 0.00 0.11 > m3 Call: lmrob(formula = y ~ x, data = a2, trace.lev = 2) \--> method = "MM" Coefficients: (Intercept) x1 x2 x3 -0.05109 1.00597 1.00320 0.98333 > nrs <- .Random.seed # <-- to check that using 'seed' keeps .Random.seed > system.time( m4 <- lmrob(y~x, data = a2, seed = rs, compute.rd = FALSE)) user system elapsed 0.12 0.00 0.12 > (sm4 <- summary(m4)) Call: lmrob(formula = y ~ x, data = a2, seed = rs, compute.rd = FALSE) \--> method = "MM" Residuals: Min 1Q Median 3Q Max -3.273922 -0.609079 0.004044 0.599186 3.756129 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.051089 0.022138 -2.308 0.0211 * x1 1.005971 0.002865 351.164 <2e-16 *** x2 1.003201 0.022023 45.552 <2e-16 *** x3 0.983326 0.021809 45.088 <2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Robust residual standard error: 0.8909 Multiple R-squared: 0.9372, Adjusted R-squared: 0.9371 Convergence in 9 IRWLS iterations Robustness weights: 254 weights are ~= 1. The remaining 2246 ones are summarized as Min. 1st Qu. Median Mean 3rd Qu. Max. 0.03617 0.85010 0.94580 0.89450 0.98780 0.99900 Algorithmic parameters: tuning.chi bb tuning.psi refine.tol 1.548e+00 5.000e-01 4.685e+00 1.000e-07 rel.tol scale.tol solve.tol zero.tol 1.000e-07 1.000e-10 1.000e-07 1.000e-10 eps.outlier eps.x warn.limit.reject warn.limit.meanrw 4.000e-05 1.866e-11 5.000e-01 5.000e-01 nResample max.it groups n.group best.r.s 500 50 5 400 2 k.fast.s k.max maxit.scale trace.lev mts 1 200 200 0 1000 compute.rd fast.s.large.n 0 2000 psi subsampling cov "bisquare" "nonsingular" ".vcov.avar1" compute.outlier.stats "SM" seed : int [1:626] 10403 45 298829980 1661850913 385685865 ... > > ## random seed must be the same because we used 'seed = *' : > stopifnot(nrs == .Random.seed, identical(coef(m3), coef(m4))) > > dput(signif(cf <- unname(coef(m3)), 7)) c(-0.05108914, 1.005971, 1.003201, 0.9833263) > ## 2012-06-04:c(-0.05108914, 1.005971, 1.003201, 0.9833263) - 32 AND 64 bit > ## > ## 0.2-0: c(0.007446546, 1.000712, 1.027921, 0.9896527) > ## 0.2-1: c(0.03148659, 0.9980933, 1.016364, 1.03243) > ## both for 32 and 64 bit > > dput(signif(100 * (sd <- unname(coef(sm4)[, "Std. Error"])), 7)) c(2.213815, 0.2864678, 2.202318, 2.180886) > ## 2012-06-04:c(2.213815, 0.2864678, 2.202318, 2.180886) - 32 AND 64 bit > ## > ## 0.2-0: c(2.219388, 0.274644, 2.196982, 2.26253) > ## 0.2-1: c(2.194914, 0.2737579, 2.371728, 2.206261) > ## both for 32 and 64 bit > > stopifnot( + all.equal(cf, c(-0.05108914, 1.00597115, 1.00320052, 0.98332632), tolerance= 7e-7) + , # ... e-7 needed on 64b + all.equal(100*sd,c(2.2138147, 0.2864678, 2.2023182, 2.1808862),tolerance= 7e-7) + ) # 1.334 e-7 needed on 64b > > cat('Time elapsed: ', proc.time(),'\n') # "stats" Time elapsed: 1.21 0.1 1.32 NA NA > > ## rm(a,m1, m2, m3, m4, sm2, l1) > > ## Small examples from R-SIG-robust > > ## First example from René Locher : > dat1 <- data.frame(lconc= log(c(21.8, 23.7, 12.2, 38.5, 21, 38.9)), + dist = c( 100, 180, 280, 30, 220, 6)) > m5 <- lmrob(lconc ~ dist, data = dat1) Warning messages: 1: In lmrob.S(x, y, control = control) : S refinements did not converge (to refine.tol=1e-07) in 200 (= k.max) steps 2: In lmrob.S(x, y, control = control) : S refinements did not converge (to refine.tol=1e-07) in 200 (= k.max) steps 3: In lmrob.fit(x, y, control, init = init) : initial estim. 'init' not converged -- will be return()ed basically unchanged > ## Warning messages: > ## ... S refinements did not converge (to tol=1e-07) in 200 iterations > ## " " " > m5$init.S$converged # FALSE NULL > m5. <- lmrob(lconc ~ dist, data = dat1, + control = lmrob.control(refine.tol = 1e-5)) > m5.$init.S$converged # TRUE [1] TRUE > ## gives TRUE as the IRWLS iterations after the lmrob.S() have converged. > > ## 2nd example from René Locher , 6 Jun 2007 > > dat2 <- data.frame(lconc=log(c(29.5,40.1,21.1,25.3,27.3,25.2,26.9,19.1,16.4)), + dist = c(520, 1480,1780, 740, 540,1050,1100,1640,1860)) > > res2 <- lmrob(lconc~dist, data = dat2) > > ## Used to give Warning messages: > ## 1: rwls(): not converged in 1000 lambda iterations > ## ... > ## 4: rwls(): ............ > > res2 <- lmrob(lconc~dist, data = dat2, trace.lev = 3) lmrob_S(n = 9, nRes = 500): fast_s() [non-large n]: fast_s(*, s_y=3.2143, n=9, p=2, ipsi=1, ..) before INIT_WLS(): Subsampling 500 times to find candidate betas: Sample[ 0]: idc = 6 1 b^[] = 2.1364 0.00105066 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.1364 0.00105066 after refine_(*, conv=F): beta_ref : 3.30727 3.97719e-06 with ||beta_ref - beta_cand|| = 1.17087178392, --> sc = 0.941601727511272 find_scale(*, ini.scale =0.94160172751, tol=1e-10): it | new scale 0 | 0.4559236736 1 | 0.3949593593 2 | 0.3712356619 3 | 0.3595478046 4 | 0.3532123616 5 | 0.3496159999 6 | 0.3475241979 7 | 0.3462909692 8 | 0.3455582726 9 | 0.3451209891 10 | 0.3448593168 11 | 0.3447024830 12 | 0.3446083957 13 | 0.3445519191 14 | 0.3445180072 15 | 0.3444976403 16 | 0.3444854068 17 | 0.3444780582 18 | 0.3444736437 19 | 0.3444709917 20 | 0.3444693985 21 | 0.3444684414 22 | 0.3444678664 23 | 0.3444675209 24 | 0.3444673134 25 | 0.3444671887 26 | 0.3444671138 27 | 0.3444670688 28 | 0.3444670418 29 | 0.3444670256 30 | 0.3444670158 31 | 0.3444670099 32 | 0.3444670064 33 | 0.3444670043 34 | 0.3444670030 35 | 0.3444670023 36 | 0.3444670018 37 | 0.3444670015 38 | 0.3444670014 39 | 0.3444670013 40 | 0.3444670012 41 | 0.3444670012 42 | 0.3444670012 found new candidate with scale 0.344467 in 42 iter (worst sc=3.2143e+20) Sample[ 1]: idc = 5 1 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 find_scale(*, ini.scale =0.97671596067, tol=1e-10): it | new scale 0 | 0.4460709727 1 | 0.3850132055 2 | 0.3612382238 3 | 0.3493884433 4 | 0.3428513453 5 | 0.3390599137 6 | 0.3368007233 7 | 0.3354337160 8 | 0.3345990691 9 | 0.3340867051 10 | 0.3337711497 11 | 0.3335764160 12 | 0.3334560952 13 | 0.3333816960 14 | 0.3333356705 15 | 0.3333071895 16 | 0.3332895621 17 | 0.3332786510 18 | 0.3332718966 19 | 0.3332677154 20 | 0.3332651268 21 | 0.3332635243 22 | 0.3332625322 23 | 0.3332619180 24 | 0.3332615378 25 | 0.3332613024 26 | 0.3332611567 27 | 0.3332610664 28 | 0.3332610106 29 | 0.3332609760 30 | 0.3332609546 31 | 0.3332609413 32 | 0.3332609331 33 | 0.3332609280 34 | 0.3332609249 35 | 0.3332609229 36 | 0.3332609217 37 | 0.3332609210 38 | 0.3332609205 39 | 0.3332609202 40 | 0.3332609201 41 | 0.3332609200 42 | 0.3332609199 43 | 0.3332609198 44 | 0.3332609198 found new candidate with scale 0.3332609 in 44 iter (worst sc=0.34447) Sample[ 2]: idc = 4 5 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770977 find_scale(*, ini.scale =0.12312559677, tol=1e-10): it | new scale 0 | 0.1300267148 1 | 0.1351837802 2 | 0.1389551719 3 | 0.1416747676 4 | 0.1436180312 5 | 0.1449982072 6 | 0.1459745020 7 | 0.1466632154 8 | 0.1471481504 9 | 0.1474891622 10 | 0.1477287520 11 | 0.1478969801 12 | 0.1480150507 13 | 0.1480978933 14 | 0.1481560066 15 | 0.1481967665 16 | 0.1482253519 17 | 0.1482453979 18 | 0.1482594547 19 | 0.1482693113 20 | 0.1482762227 21 | 0.1482810688 22 | 0.1482844667 23 | 0.1482868491 24 | 0.1482885196 25 | 0.1482896909 26 | 0.1482905121 27 | 0.1482910879 28 | 0.1482914916 29 | 0.1482917747 30 | 0.1482919732 31 | 0.1482921123 32 | 0.1482922099 33 | 0.1482922783 34 | 0.1482923263 35 | 0.1482923599 36 | 0.1482923835 37 | 0.1482924000 38 | 0.1482924116 39 | 0.1482924197 40 | 0.1482924254 41 | 0.1482924294 42 | 0.1482924322 43 | 0.1482924342 44 | 0.1482924356 45 | 0.1482924365 46 | 0.1482924372 47 | 0.1482924377 48 | 0.1482924380 49 | 0.1482924382 50 | 0.1482924384 51 | 0.1482924385 52 | 0.1482924386 53 | 0.1482924387 54 | 0.1482924387 55 | 0.1482924387 56 | 0.1482924387 57 | 0.1482924388 found new candidate with scale 0.1482924 in 57 iter (worst sc=0.33326) Sample[ 3]: idc = 2 4 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 find_scale(*, ini.scale =0.12095953615, tol=1e-10): it | new scale 0 | 0.1272665033 1 | 0.1316242403 2 | 0.1345928521 3 | 0.1365993315 4 | 0.1379493313 5 | 0.1388551375 6 | 0.1394618624 7 | 0.1398678143 8 | 0.1401392403 9 | 0.1403206367 10 | 0.1404418288 11 | 0.1405227819 12 | 0.1405768492 13 | 0.1406129567 14 | 0.1406370689 15 | 0.1406531700 16 | 0.1406639215 17 | 0.1406711005 18 | 0.1406758942 19 | 0.1406790950 20 | 0.1406812322 21 | 0.1406826592 22 | 0.1406836121 23 | 0.1406842483 24 | 0.1406846732 25 | 0.1406849568 26 | 0.1406851462 27 | 0.1406852727 28 | 0.1406853571 29 | 0.1406854135 30 | 0.1406854512 31 | 0.1406854763 32 | 0.1406854931 33 | 0.1406855043 34 | 0.1406855118 35 | 0.1406855168 36 | 0.1406855201 37 | 0.1406855223 38 | 0.1406855238 39 | 0.1406855248 40 | 0.1406855255 41 | 0.1406855259 42 | 0.1406855262 43 | 0.1406855264 44 | 0.1406855265 45 | 0.1406855266 46 | 0.1406855267 47 | 0.1406855267 48 | 0.1406855267 49 | 0.1406855268 50 | 0.1406855268 found new candidate with scale 0.1406855 in 50 iter (worst sc=0.14829) Sample[ 4]: idc = 3 2 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.14069) Sample[ 5]: idc = 0 5 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 find_scale(*, ini.scale =0.13014308255, tol=1e-10): it | new scale 0 | 0.1335193204 1 | 0.1357146907 2 | 0.1371309292 3 | 0.1380386285 4 | 0.1386177024 5 | 0.1389859735 6 | 0.1392197010 7 | 0.1393678422 8 | 0.1394616572 9 | 0.1395210363 10 | 0.1395586066 11 | 0.1395823729 12 | 0.1395974049 13 | 0.1396069117 14 | 0.1396129239 15 | 0.1396167258 16 | 0.1396191300 17 | 0.1396206504 18 | 0.1396216118 19 | 0.1396222197 20 | 0.1396226041 21 | 0.1396228472 22 | 0.1396230009 23 | 0.1396230981 24 | 0.1396231596 25 | 0.1396231985 26 | 0.1396232230 27 | 0.1396232386 28 | 0.1396232484 29 | 0.1396232546 30 | 0.1396232585 31 | 0.1396232610 32 | 0.1396232626 33 | 0.1396232636 34 | 0.1396232642 35 | 0.1396232646 36 | 0.1396232649 37 | 0.1396232650 38 | 0.1396232651 39 | 0.1396232652 40 | 0.1396232652 41 | 0.1396232653 42 | 0.1396232653 43 | 0.1396232653 found new candidate with scale 0.1396233 in 43 iter (worst sc=0.13962) Sample[ 6]: idc = 7 5 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747766 Sample[ 7]: idc = 1 2 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[ 8]: idc = 3 6 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[ 9]: idc = 1 0 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352799 Sample[ 10]: idc = 0 3 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256255 Sample[ 11]: idc = 7 6 b^[] = 3.98969 -0.000634144 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.98969 -0.000634144 after refine_(*, conv=F): beta_ref : 3.61508 -0.000386476 with ||beta_ref - beta_cand|| = 0.374604507965, --> sc = 0.305322195350865 Sample[ 12]: idc = 7 1 b^[] = 10.552 -0.00463555 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 10.552 -0.00463555 after refine_(*, conv=F): beta_ref : 3.77341 -0.000409261 with ||beta_ref - beta_cand|| = 6.77858334796, --> sc = 3.48307163299276 Sample[ 13]: idc = 6 8 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347805 Sample[ 14]: idc = 8 7 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936193 Sample[ 15]: idc = 4 6 b^[] = 3.32112 -2.63579e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.32112 -2.63579e-05 after refine_(*, conv=F): beta_ref : 3.38806 -0.000125433 with ||beta_ref - beta_cand|| = 0.0669430074559, --> sc = 0.139721694670877 Sample[ 16]: idc = 0 1 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352798 Sample[ 17]: idc = 0 4 b^[] = 5.39948 -0.00387518 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 5.39948 -0.00387518 after refine_(*, conv=F): beta_ref : 3.43213 -0.000176576 with ||beta_ref - beta_cand|| = 1.96735384438, --> sc = 3.74570294286354 Sample[ 18]: idc = 1 8 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[ 19]: idc = 2 7 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[ 20]: idc = 2 6 b^[] = 3.68498 -0.000357137 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.68498 -0.000357137 after refine_(*, conv=F): beta_ref : 3.53856 -0.000313738 with ||beta_ref - beta_cand|| = 0.146420218796, --> sc = 0.238641191575616 Sample[ 21]: idc = 7 8 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936194 Sample[ 22]: idc = 6 3 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[ 23]: idc = 6 3 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[ 24]: idc = 8 0 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.117835291645271 Sample[ 25]: idc = 1 7 b^[] = 10.552 -0.00463555 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 10.552 -0.00463555 after refine_(*, conv=F): beta_ref : 3.77341 -0.000409261 with ||beta_ref - beta_cand|| = 6.77858334796, --> sc = 3.48307163299276 Sample[ 26]: idc = 7 5 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747766 Sample[ 27]: idc = 1 0 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352799 Sample[ 28]: idc = 4 0 b^[] = 5.39948 -0.00387518 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 5.39948 -0.00387518 after refine_(*, conv=F): beta_ref : 3.43213 -0.000176576 with ||beta_ref - beta_cand|| = 1.96735384438, --> sc = 3.74570294286351 Sample[ 29]: idc = 7 8 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936194 Sample[ 30]: idc = 8 6 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347803 Sample[ 31]: idc = 6 4 b^[] = 3.32112 -2.63579e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.32112 -2.63579e-05 after refine_(*, conv=F): beta_ref : 3.38806 -0.000125433 with ||beta_ref - beta_cand|| = 0.0669430074559, --> sc = 0.139721694670878 Sample[ 32]: idc = 8 2 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[ 33]: idc = 6 8 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347805 Sample[ 34]: idc = 2 3 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[ 35]: idc = 0 8 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.11783529164527 Sample[ 36]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[ 37]: idc = 6 5 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[ 38]: idc = 1 2 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[ 39]: idc = 8 1 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[ 40]: idc = 1 7 b^[] = 10.552 -0.00463555 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 10.552 -0.00463555 after refine_(*, conv=F): beta_ref : 3.77341 -0.000409261 with ||beta_ref - beta_cand|| = 6.77858334796, --> sc = 3.48307163299276 Sample[ 41]: idc = 5 8 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[ 42]: idc = 2 3 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[ 43]: idc = 0 2 b^[] = 3.52269 -0.000265966 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.52269 -0.000265966 after refine_(*, conv=F): beta_ref : 3.48139 -0.000244513 with ||beta_ref - beta_cand|| = 0.0413038864296, --> sc = 0.121738787335158 Sample[ 44]: idc = 6 8 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347805 Sample[ 45]: idc = 0 7 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[ 46]: idc = 6 4 b^[] = 3.32112 -2.63579e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.32112 -2.63579e-05 after refine_(*, conv=F): beta_ref : 3.38806 -0.000125433 with ||beta_ref - beta_cand|| = 0.0669430074559, --> sc = 0.139721694670878 Sample[ 47]: idc = 5 1 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[ 48]: idc = 2 8 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[ 49]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[ 50]: idc = 0 7 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[ 51]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[ 52]: idc = 3 5 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645835 Sample[ 53]: idc = 8 2 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[ 54]: idc = 5 7 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747765 Sample[ 55]: idc = 8 7 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936193 Sample[ 56]: idc = 3 2 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[ 57]: idc = 1 8 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[ 58]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[ 59]: idc = 5 8 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[ 60]: idc = 7 2 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[ 61]: idc = 4 3 b^[] = 3.51231 -0.000380412 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51231 -0.000380412 after refine_(*, conv=F): beta_ref : 3.54486 -0.000384735 with ||beta_ref - beta_cand|| = 0.0325545825027, --> sc = 0.120473709407237 Sample[ 62]: idc = 0 6 b^[] = 3.46711 -0.000159076 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46711 -0.000159076 after refine_(*, conv=F): beta_ref : 3.46412 -0.000223066 with ||beta_ref - beta_cand|| = 0.00299371465976, --> sc = 0.19816510114644 Sample[ 63]: idc = 3 5 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645835 Sample[ 64]: idc = 5 1 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[ 65]: idc = 1 3 b^[] = 2.77023 0.000622395 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.77023 0.000622395 after refine_(*, conv=F): beta_ref : 3.04181 0.000339505 with ||beta_ref - beta_cand|| = 0.271574920764, --> sc = 0.356675422140901 Sample[ 66]: idc = 6 4 b^[] = 3.32112 -2.63579e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.32112 -2.63579e-05 after refine_(*, conv=F): beta_ref : 3.38806 -0.000125433 with ||beta_ref - beta_cand|| = 0.0669430074559, --> sc = 0.139721694670878 Sample[ 67]: idc = 1 6 b^[] = 2.1364 0.00105066 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.1364 0.00105066 after refine_(*, conv=F): beta_ref : 3.30727 3.97719e-06 with ||beta_ref - beta_cand|| = 1.17087178392, --> sc = 0.941601727511272 Sample[ 68]: idc = 3 2 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[ 69]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[ 70]: idc = 8 4 b^[] = 3.51536 -0.000386065 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51536 -0.000386065 after refine_(*, conv=F): beta_ref : 3.54496 -0.000385365 with ||beta_ref - beta_cand|| = 0.0296020895295, --> sc = 0.121287470523952 Sample[ 71]: idc = 3 0 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256254 Sample[ 72]: idc = 3 5 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645835 Sample[ 73]: idc = 6 7 b^[] = 3.98969 -0.000634144 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.98969 -0.000634144 after refine_(*, conv=F): beta_ref : 3.61508 -0.000386476 with ||beta_ref - beta_cand|| = 0.374604507965, --> sc = 0.305322195350865 Sample[ 74]: idc = 2 0 b^[] = 3.52269 -0.000265966 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.52269 -0.000265966 after refine_(*, conv=F): beta_ref : 3.48139 -0.000244513 with ||beta_ref - beta_cand|| = 0.0413038864296, --> sc = 0.121738787335159 Sample[ 75]: idc = 5 6 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[ 76]: idc = 6 7 b^[] = 3.98969 -0.000634144 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.98969 -0.000634144 after refine_(*, conv=F): beta_ref : 3.61508 -0.000386476 with ||beta_ref - beta_cand|| = 0.374604507965, --> sc = 0.305322195350865 Sample[ 77]: idc = 3 4 b^[] = 3.51231 -0.000380412 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51231 -0.000380412 after refine_(*, conv=F): beta_ref : 3.54486 -0.000384735 with ||beta_ref - beta_cand|| = 0.0325545825028, --> sc = 0.120473709407238 Sample[ 78]: idc = 6 5 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[ 79]: idc = 2 7 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[ 80]: idc = 6 1 b^[] = 2.1364 0.00105066 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.1364 0.00105066 after refine_(*, conv=F): beta_ref : 3.30727 3.97719e-06 with ||beta_ref - beta_cand|| = 1.17087178392, --> sc = 0.941601727511272 Sample[ 81]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[ 82]: idc = 6 4 b^[] = 3.32112 -2.63579e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.32112 -2.63579e-05 after refine_(*, conv=F): beta_ref : 3.38806 -0.000125433 with ||beta_ref - beta_cand|| = 0.0669430074559, --> sc = 0.139721694670878 Sample[ 83]: idc = 5 8 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[ 84]: idc = 1 6 b^[] = 2.1364 0.00105066 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.1364 0.00105066 after refine_(*, conv=F): beta_ref : 3.30727 3.97719e-06 with ||beta_ref - beta_cand|| = 1.17087178392, --> sc = 0.941601727511272 Sample[ 85]: idc = 1 0 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352799 Sample[ 86]: idc = 8 6 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347803 Sample[ 87]: idc = 7 3 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[ 88]: idc = 4 8 b^[] = 3.51536 -0.000386065 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51536 -0.000386065 after refine_(*, conv=F): beta_ref : 3.54496 -0.000385365 with ||beta_ref - beta_cand|| = 0.0296020895295, --> sc = 0.121287470523952 Sample[ 89]: idc = 3 8 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[ 90]: idc = 0 3 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256255 Sample[ 91]: idc = 5 6 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[ 92]: idc = 8 6 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347803 Sample[ 93]: idc = 8 5 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[ 94]: idc = 5 7 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747765 Sample[ 95]: idc = 7 1 b^[] = 10.552 -0.00463555 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 10.552 -0.00463555 after refine_(*, conv=F): beta_ref : 3.77341 -0.000409261 with ||beta_ref - beta_cand|| = 6.77858334796, --> sc = 3.48307163299276 Sample[ 96]: idc = 6 2 b^[] = 3.68498 -0.000357137 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.68498 -0.000357137 after refine_(*, conv=F): beta_ref : 3.53856 -0.000313738 with ||beta_ref - beta_cand|| = 0.146420218796, --> sc = 0.238641191575615 Sample[ 97]: idc = 3 4 b^[] = 3.51231 -0.000380412 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51231 -0.000380412 after refine_(*, conv=F): beta_ref : 3.54486 -0.000384735 with ||beta_ref - beta_cand|| = 0.0325545825028, --> sc = 0.120473709407238 Sample[ 98]: idc = 8 4 b^[] = 3.51536 -0.000386065 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51536 -0.000386065 after refine_(*, conv=F): beta_ref : 3.54496 -0.000385365 with ||beta_ref - beta_cand|| = 0.0296020895295, --> sc = 0.121287470523952 Sample[ 99]: idc = 2 3 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[100]: idc = 3 4 b^[] = 3.51231 -0.000380412 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51231 -0.000380412 after refine_(*, conv=F): beta_ref : 3.54486 -0.000384735 with ||beta_ref - beta_cand|| = 0.0325545825028, --> sc = 0.120473709407238 Sample[101]: idc = 6 4 b^[] = 3.32112 -2.63579e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.32112 -2.63579e-05 after refine_(*, conv=F): beta_ref : 3.38806 -0.000125433 with ||beta_ref - beta_cand|| = 0.0669430074559, --> sc = 0.139721694670878 Sample[102]: idc = 4 5 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770977 Sample[103]: idc = 6 0 b^[] = 3.46711 -0.000159076 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46711 -0.000159076 after refine_(*, conv=F): beta_ref : 3.46412 -0.000223066 with ||beta_ref - beta_cand|| = 0.00299371465976, --> sc = 0.19816510114644 Sample[104]: idc = 6 5 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[105]: idc = 2 8 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[106]: idc = 2 5 b^[] = 3.48225 -0.000243248 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48225 -0.000243248 after refine_(*, conv=F): beta_ref : 3.47039 -0.00023845 with ||beta_ref - beta_cand|| = 0.0118678828338, --> sc = 0.116747746524694 Sample[107]: idc = 2 7 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[108]: idc = 3 5 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645835 Sample[109]: idc = 6 2 b^[] = 3.68498 -0.000357137 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.68498 -0.000357137 after refine_(*, conv=F): beta_ref : 3.53856 -0.000313738 with ||beta_ref - beta_cand|| = 0.146420218796, --> sc = 0.238641191575615 Sample[110]: idc = 2 8 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[111]: idc = 7 8 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936194 Sample[112]: idc = 0 6 b^[] = 3.46711 -0.000159076 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46711 -0.000159076 after refine_(*, conv=F): beta_ref : 3.46412 -0.000223066 with ||beta_ref - beta_cand|| = 0.00299371465976, --> sc = 0.19816510114644 Sample[113]: idc = 2 1 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[114]: idc = 0 7 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[115]: idc = 6 8 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347805 Sample[116]: idc = 3 2 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[117]: idc = 0 3 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256255 Sample[118]: idc = 2 5 b^[] = 3.48225 -0.000243248 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48225 -0.000243248 after refine_(*, conv=F): beta_ref : 3.47039 -0.00023845 with ||beta_ref - beta_cand|| = 0.0118678828338, --> sc = 0.116747746524694 Sample[119]: idc = 8 7 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936193 Sample[120]: idc = 8 2 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[121]: idc = 0 2 b^[] = 3.52269 -0.000265966 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.52269 -0.000265966 after refine_(*, conv=F): beta_ref : 3.48139 -0.000244513 with ||beta_ref - beta_cand|| = 0.0413038864296, --> sc = 0.121738787335158 Sample[122]: idc = 0 8 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.11783529164527 Sample[123]: idc = 5 7 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747765 Sample[124]: idc = 1 2 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[125]: idc = 7 2 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[126]: idc = 7 8 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936194 Sample[127]: idc = 5 1 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[128]: idc = 8 1 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[129]: idc = 5 8 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[130]: idc = 7 8 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936194 Sample[131]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[132]: idc = 0 6 b^[] = 3.46711 -0.000159076 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46711 -0.000159076 after refine_(*, conv=F): beta_ref : 3.46412 -0.000223066 with ||beta_ref - beta_cand|| = 0.00299371465976, --> sc = 0.19816510114644 Sample[133]: idc = 3 8 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[134]: idc = 3 8 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[135]: idc = 2 8 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[136]: idc = 3 2 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[137]: idc = 5 1 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[138]: idc = 4 0 b^[] = 5.39948 -0.00387518 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 5.39948 -0.00387518 after refine_(*, conv=F): beta_ref : 3.43213 -0.000176576 with ||beta_ref - beta_cand|| = 1.96735384438, --> sc = 3.74570294286351 Sample[139]: idc = 4 5 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770977 Sample[140]: idc = 6 8 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347805 Sample[141]: idc = 1 8 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[142]: idc = 6 5 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[143]: idc = 4 1 b^[] = 3.08601 0.000409032 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.08601 0.000409032 after refine_(*, conv=F): beta_ref : 3.10654 0.000297112 with ||beta_ref - beta_cand|| = 0.0205283853563, --> sc = 0.40357348878187 Sample[144]: idc = 4 2 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[145]: idc = 8 7 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936193 Sample[146]: idc = 1 4 b^[] = 3.08601 0.000409032 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.08601 0.000409032 after refine_(*, conv=F): beta_ref : 3.10654 0.000297112 with ||beta_ref - beta_cand|| = 0.0205283853563, --> sc = 0.40357348878187 Sample[147]: idc = 3 2 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[148]: idc = 4 6 b^[] = 3.32112 -2.63579e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.32112 -2.63579e-05 after refine_(*, conv=F): beta_ref : 3.38806 -0.000125433 with ||beta_ref - beta_cand|| = 0.0669430074559, --> sc = 0.139721694670877 Sample[149]: idc = 0 2 b^[] = 3.52269 -0.000265966 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.52269 -0.000265966 after refine_(*, conv=F): beta_ref : 3.48139 -0.000244513 with ||beta_ref - beta_cand|| = 0.0413038864296, --> sc = 0.121738787335158 Sample[150]: idc = 5 2 b^[] = 3.48225 -0.000243248 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48225 -0.000243248 after refine_(*, conv=F): beta_ref : 3.47039 -0.00023845 with ||beta_ref - beta_cand|| = 0.0118678828338, --> sc = 0.116747746524693 Sample[151]: idc = 3 2 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[152]: idc = 3 5 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645835 Sample[153]: idc = 2 1 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[154]: idc = 7 8 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936194 Sample[155]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[156]: idc = 1 4 b^[] = 3.08601 0.000409032 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.08601 0.000409032 after refine_(*, conv=F): beta_ref : 3.10654 0.000297112 with ||beta_ref - beta_cand|| = 0.0205283853563, --> sc = 0.40357348878187 Sample[157]: idc = 8 3 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[158]: idc = 3 6 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[159]: idc = 0 1 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352798 Sample[160]: idc = 3 5 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645835 Sample[161]: idc = 8 1 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[162]: idc = 7 8 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936194 Sample[163]: idc = 0 3 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256255 Sample[164]: idc = 1 2 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[165]: idc = 4 2 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[166]: idc = 3 7 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[167]: idc = 1 8 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[168]: idc = 4 8 b^[] = 3.51536 -0.000386065 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51536 -0.000386065 after refine_(*, conv=F): beta_ref : 3.54496 -0.000385365 with ||beta_ref - beta_cand|| = 0.0296020895295, --> sc = 0.121287470523952 Sample[169]: idc = 1 4 b^[] = 3.08601 0.000409032 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.08601 0.000409032 after refine_(*, conv=F): beta_ref : 3.10654 0.000297112 with ||beta_ref - beta_cand|| = 0.0205283853563, --> sc = 0.40357348878187 Sample[170]: idc = 0 2 b^[] = 3.52269 -0.000265966 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.52269 -0.000265966 after refine_(*, conv=F): beta_ref : 3.48139 -0.000244513 with ||beta_ref - beta_cand|| = 0.0413038864296, --> sc = 0.121738787335158 Sample[171]: idc = 5 2 b^[] = 3.48225 -0.000243248 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48225 -0.000243248 after refine_(*, conv=F): beta_ref : 3.47039 -0.00023845 with ||beta_ref - beta_cand|| = 0.0118678828338, --> sc = 0.116747746524693 Sample[172]: idc = 5 0 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[173]: idc = 0 1 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352798 Sample[174]: idc = 3 1 b^[] = 2.77023 0.000622395 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.77023 0.000622395 after refine_(*, conv=F): beta_ref : 3.04181 0.000339505 with ||beta_ref - beta_cand|| = 0.271574920764, --> sc = 0.356675422140901 Sample[175]: idc = 7 0 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[176]: idc = 3 8 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[177]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[178]: idc = 1 6 b^[] = 2.1364 0.00105066 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.1364 0.00105066 after refine_(*, conv=F): beta_ref : 3.30727 3.97719e-06 with ||beta_ref - beta_cand|| = 1.17087178392, --> sc = 0.941601727511272 Sample[179]: idc = 3 2 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[180]: idc = 4 8 b^[] = 3.51536 -0.000386065 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51536 -0.000386065 after refine_(*, conv=F): beta_ref : 3.54496 -0.000385365 with ||beta_ref - beta_cand|| = 0.0296020895295, --> sc = 0.121287470523952 Sample[181]: idc = 3 8 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[182]: idc = 4 3 b^[] = 3.51231 -0.000380412 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51231 -0.000380412 after refine_(*, conv=F): beta_ref : 3.54486 -0.000384735 with ||beta_ref - beta_cand|| = 0.0325545825027, --> sc = 0.120473709407237 Sample[183]: idc = 2 4 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[184]: idc = 6 1 b^[] = 2.1364 0.00105066 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.1364 0.00105066 after refine_(*, conv=F): beta_ref : 3.30727 3.97719e-06 with ||beta_ref - beta_cand|| = 1.17087178392, --> sc = 0.941601727511272 Sample[185]: idc = 3 7 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[186]: idc = 5 3 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645834 Sample[187]: idc = 3 8 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[188]: idc = 4 2 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[189]: idc = 3 6 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[190]: idc = 6 7 b^[] = 3.98969 -0.000634144 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.98969 -0.000634144 after refine_(*, conv=F): beta_ref : 3.61508 -0.000386476 with ||beta_ref - beta_cand|| = 0.374604507965, --> sc = 0.305322195350865 Sample[191]: idc = 2 7 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[192]: idc = 2 0 b^[] = 3.52269 -0.000265966 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.52269 -0.000265966 after refine_(*, conv=F): beta_ref : 3.48139 -0.000244513 with ||beta_ref - beta_cand|| = 0.0413038864296, --> sc = 0.121738787335159 Sample[193]: idc = 2 1 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[194]: idc = 2 1 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[195]: idc = 1 0 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352799 Sample[196]: idc = 6 8 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347805 Sample[197]: idc = 1 4 b^[] = 3.08601 0.000409032 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.08601 0.000409032 after refine_(*, conv=F): beta_ref : 3.10654 0.000297112 with ||beta_ref - beta_cand|| = 0.0205283853563, --> sc = 0.40357348878187 Sample[198]: idc = 7 1 b^[] = 10.552 -0.00463555 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 10.552 -0.00463555 after refine_(*, conv=F): beta_ref : 3.77341 -0.000409261 with ||beta_ref - beta_cand|| = 6.77858334796, --> sc = 3.48307163299276 Sample[199]: idc = 5 0 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[200]: idc = 2 4 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[201]: idc = 7 0 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[202]: idc = 5 0 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[203]: idc = 7 0 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[204]: idc = 8 0 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.117835291645271 Sample[205]: idc = 2 3 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[206]: idc = 7 3 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[207]: idc = 2 5 b^[] = 3.48225 -0.000243248 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48225 -0.000243248 after refine_(*, conv=F): beta_ref : 3.47039 -0.00023845 with ||beta_ref - beta_cand|| = 0.0118678828338, --> sc = 0.116747746524694 Sample[208]: idc = 8 1 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[209]: idc = 2 1 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[210]: idc = 4 5 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770977 Sample[211]: idc = 1 2 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[212]: idc = 4 1 b^[] = 3.08601 0.000409032 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.08601 0.000409032 after refine_(*, conv=F): beta_ref : 3.10654 0.000297112 with ||beta_ref - beta_cand|| = 0.0205283853563, --> sc = 0.40357348878187 Sample[213]: idc = 5 7 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747765 Sample[214]: idc = 3 5 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645835 Sample[215]: idc = 5 0 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[216]: idc = 5 2 b^[] = 3.48225 -0.000243248 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48225 -0.000243248 after refine_(*, conv=F): beta_ref : 3.47039 -0.00023845 with ||beta_ref - beta_cand|| = 0.0118678828338, --> sc = 0.116747746524693 Sample[217]: idc = 1 4 b^[] = 3.08601 0.000409032 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.08601 0.000409032 after refine_(*, conv=F): beta_ref : 3.10654 0.000297112 with ||beta_ref - beta_cand|| = 0.0205283853563, --> sc = 0.40357348878187 Sample[218]: idc = 4 5 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770977 Sample[219]: idc = 7 2 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[220]: idc = 5 6 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[221]: idc = 5 6 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[222]: idc = 4 8 b^[] = 3.51536 -0.000386065 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51536 -0.000386065 after refine_(*, conv=F): beta_ref : 3.54496 -0.000385365 with ||beta_ref - beta_cand|| = 0.0296020895295, --> sc = 0.121287470523952 Sample[223]: idc = 4 2 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[224]: idc = 6 5 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[225]: idc = 7 3 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[226]: idc = 5 3 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645834 Sample[227]: idc = 2 6 b^[] = 3.68498 -0.000357137 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.68498 -0.000357137 after refine_(*, conv=F): beta_ref : 3.53856 -0.000313738 with ||beta_ref - beta_cand|| = 0.146420218796, --> sc = 0.238641191575616 Sample[228]: idc = 8 6 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347803 Sample[229]: idc = 7 0 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[230]: idc = 4 0 b^[] = 5.39948 -0.00387518 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 5.39948 -0.00387518 after refine_(*, conv=F): beta_ref : 3.43213 -0.000176576 with ||beta_ref - beta_cand|| = 1.96735384438, --> sc = 3.74570294286351 Sample[231]: idc = 3 1 b^[] = 2.77023 0.000622395 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.77023 0.000622395 after refine_(*, conv=F): beta_ref : 3.04181 0.000339505 with ||beta_ref - beta_cand|| = 0.271574920764, --> sc = 0.356675422140901 Sample[232]: idc = 8 3 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[233]: idc = 5 0 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[234]: idc = 7 3 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[235]: idc = 5 1 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[236]: idc = 3 0 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256254 Sample[237]: idc = 2 6 b^[] = 3.68498 -0.000357137 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.68498 -0.000357137 after refine_(*, conv=F): beta_ref : 3.53856 -0.000313738 with ||beta_ref - beta_cand|| = 0.146420218796, --> sc = 0.238641191575616 Sample[238]: idc = 7 3 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[239]: idc = 7 2 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[240]: idc = 8 6 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347803 Sample[241]: idc = 8 7 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936193 Sample[242]: idc = 6 8 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347805 Sample[243]: idc = 2 4 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[244]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[245]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[246]: idc = 7 8 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936194 Sample[247]: idc = 0 2 b^[] = 3.52269 -0.000265966 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.52269 -0.000265966 after refine_(*, conv=F): beta_ref : 3.48139 -0.000244513 with ||beta_ref - beta_cand|| = 0.0413038864296, --> sc = 0.121738787335158 Sample[248]: idc = 3 5 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645835 Sample[249]: idc = 0 4 b^[] = 5.39948 -0.00387518 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 5.39948 -0.00387518 after refine_(*, conv=F): beta_ref : 3.43213 -0.000176576 with ||beta_ref - beta_cand|| = 1.96735384438, --> sc = 3.74570294286354 Sample[250]: idc = 1 8 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[251]: idc = 1 2 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[252]: idc = 1 3 b^[] = 2.77023 0.000622395 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.77023 0.000622395 after refine_(*, conv=F): beta_ref : 3.04181 0.000339505 with ||beta_ref - beta_cand|| = 0.271574920764, --> sc = 0.356675422140901 Sample[253]: idc = 0 7 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[254]: idc = 5 3 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645834 Sample[255]: idc = 8 2 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[256]: idc = 7 6 b^[] = 3.98969 -0.000634144 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.98969 -0.000634144 after refine_(*, conv=F): beta_ref : 3.61508 -0.000386476 with ||beta_ref - beta_cand|| = 0.374604507965, --> sc = 0.305322195350865 Sample[257]: idc = 8 6 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347803 Sample[258]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[259]: idc = 5 3 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645834 Sample[260]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[261]: idc = 1 6 b^[] = 2.1364 0.00105066 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.1364 0.00105066 after refine_(*, conv=F): beta_ref : 3.30727 3.97719e-06 with ||beta_ref - beta_cand|| = 1.17087178392, --> sc = 0.941601727511272 Sample[262]: idc = 5 1 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[263]: idc = 8 1 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[264]: idc = 1 3 b^[] = 2.77023 0.000622395 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.77023 0.000622395 after refine_(*, conv=F): beta_ref : 3.04181 0.000339505 with ||beta_ref - beta_cand|| = 0.271574920764, --> sc = 0.356675422140901 Sample[265]: idc = 6 3 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[266]: idc = 8 0 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.117835291645271 Sample[267]: idc = 7 1 b^[] = 10.552 -0.00463555 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 10.552 -0.00463555 after refine_(*, conv=F): beta_ref : 3.77341 -0.000409261 with ||beta_ref - beta_cand|| = 6.77858334796, --> sc = 3.48307163299276 Sample[268]: idc = 2 1 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[269]: idc = 4 2 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[270]: idc = 2 7 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[271]: idc = 0 7 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[272]: idc = 3 6 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[273]: idc = 8 0 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.117835291645271 Sample[274]: idc = 3 4 b^[] = 3.51231 -0.000380412 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51231 -0.000380412 after refine_(*, conv=F): beta_ref : 3.54486 -0.000384735 with ||beta_ref - beta_cand|| = 0.0325545825028, --> sc = 0.120473709407238 Sample[275]: idc = 7 5 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747766 Sample[276]: idc = 2 8 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[277]: idc = 5 0 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[278]: idc = 6 7 b^[] = 3.98969 -0.000634144 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.98969 -0.000634144 after refine_(*, conv=F): beta_ref : 3.61508 -0.000386476 with ||beta_ref - beta_cand|| = 0.374604507965, --> sc = 0.305322195350865 Sample[279]: idc = 3 6 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[280]: idc = 4 8 b^[] = 3.51536 -0.000386065 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51536 -0.000386065 after refine_(*, conv=F): beta_ref : 3.54496 -0.000385365 with ||beta_ref - beta_cand|| = 0.0296020895295, --> sc = 0.121287470523952 Sample[281]: idc = 2 6 b^[] = 3.68498 -0.000357137 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.68498 -0.000357137 after refine_(*, conv=F): beta_ref : 3.53856 -0.000313738 with ||beta_ref - beta_cand|| = 0.146420218796, --> sc = 0.238641191575616 Sample[282]: idc = 2 7 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[283]: idc = 8 7 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936193 Sample[284]: idc = 3 5 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645835 Sample[285]: idc = 1 7 b^[] = 10.552 -0.00463555 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 10.552 -0.00463555 after refine_(*, conv=F): beta_ref : 3.77341 -0.000409261 with ||beta_ref - beta_cand|| = 6.77858334796, --> sc = 3.48307163299276 Sample[286]: idc = 1 3 b^[] = 2.77023 0.000622395 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.77023 0.000622395 after refine_(*, conv=F): beta_ref : 3.04181 0.000339505 with ||beta_ref - beta_cand|| = 0.271574920764, --> sc = 0.356675422140901 Sample[287]: idc = 0 8 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.11783529164527 Sample[288]: idc = 0 3 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256255 Sample[289]: idc = 0 4 b^[] = 5.39948 -0.00387518 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 5.39948 -0.00387518 after refine_(*, conv=F): beta_ref : 3.43213 -0.000176576 with ||beta_ref - beta_cand|| = 1.96735384438, --> sc = 3.74570294286354 Sample[290]: idc = 6 8 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347805 Sample[291]: idc = 5 0 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[292]: idc = 3 8 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[293]: idc = 3 4 b^[] = 3.51231 -0.000380412 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51231 -0.000380412 after refine_(*, conv=F): beta_ref : 3.54486 -0.000384735 with ||beta_ref - beta_cand|| = 0.0325545825028, --> sc = 0.120473709407238 Sample[294]: idc = 4 6 b^[] = 3.32112 -2.63579e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.32112 -2.63579e-05 after refine_(*, conv=F): beta_ref : 3.38806 -0.000125433 with ||beta_ref - beta_cand|| = 0.0669430074559, --> sc = 0.139721694670877 Sample[295]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[296]: idc = 3 0 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256254 Sample[297]: idc = 5 8 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[298]: idc = 6 0 b^[] = 3.46711 -0.000159076 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46711 -0.000159076 after refine_(*, conv=F): beta_ref : 3.46412 -0.000223066 with ||beta_ref - beta_cand|| = 0.00299371465976, --> sc = 0.19816510114644 Sample[299]: idc = 3 8 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[300]: idc = 8 0 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.117835291645271 Sample[301]: idc = 0 1 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352798 Sample[302]: idc = 6 5 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[303]: idc = 5 4 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770978 Sample[304]: idc = 0 1 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352798 Sample[305]: idc = 7 8 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936194 Sample[306]: idc = 0 8 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.11783529164527 Sample[307]: idc = 3 4 b^[] = 3.51231 -0.000380412 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51231 -0.000380412 after refine_(*, conv=F): beta_ref : 3.54486 -0.000384735 with ||beta_ref - beta_cand|| = 0.0325545825028, --> sc = 0.120473709407238 Sample[308]: idc = 4 7 b^[] = 3.48224 -0.000324726 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48224 -0.000324726 after refine_(*, conv=F): beta_ref : 3.53374 -0.000355695 with ||beta_ref - beta_cand|| = 0.0514969093007, --> sc = 0.133070945020384 Sample[309]: idc = 5 0 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[310]: idc = 6 8 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347805 Sample[311]: idc = 7 3 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[312]: idc = 0 1 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352798 Sample[313]: idc = 5 3 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645834 Sample[314]: idc = 1 3 b^[] = 2.77023 0.000622395 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.77023 0.000622395 after refine_(*, conv=F): beta_ref : 3.04181 0.000339505 with ||beta_ref - beta_cand|| = 0.271574920764, --> sc = 0.356675422140901 Sample[315]: idc = 2 5 b^[] = 3.48225 -0.000243248 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48225 -0.000243248 after refine_(*, conv=F): beta_ref : 3.47039 -0.00023845 with ||beta_ref - beta_cand|| = 0.0118678828338, --> sc = 0.116747746524694 Sample[316]: idc = 3 2 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[317]: idc = 0 7 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[318]: idc = 8 0 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.117835291645271 Sample[319]: idc = 5 7 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747765 Sample[320]: idc = 5 4 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770978 Sample[321]: idc = 5 6 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[322]: idc = 4 2 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[323]: idc = 8 2 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[324]: idc = 6 3 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[325]: idc = 7 8 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936194 Sample[326]: idc = 5 8 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[327]: idc = 8 7 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936193 Sample[328]: idc = 7 2 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[329]: idc = 5 2 b^[] = 3.48225 -0.000243248 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48225 -0.000243248 after refine_(*, conv=F): beta_ref : 3.47039 -0.00023845 with ||beta_ref - beta_cand|| = 0.0118678828338, --> sc = 0.116747746524693 Sample[330]: idc = 2 5 b^[] = 3.48225 -0.000243248 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48225 -0.000243248 after refine_(*, conv=F): beta_ref : 3.47039 -0.00023845 with ||beta_ref - beta_cand|| = 0.0118678828338, --> sc = 0.116747746524694 Sample[331]: idc = 7 8 b^[] = 4.08581 -0.000692759 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.08581 -0.000692759 after refine_(*, conv=F): beta_ref : 3.63628 -0.000399221 with ||beta_ref - beta_cand|| = 0.449530550199, --> sc = 0.332491263936194 Sample[332]: idc = 2 0 b^[] = 3.52269 -0.000265966 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.52269 -0.000265966 after refine_(*, conv=F): beta_ref : 3.48139 -0.000244513 with ||beta_ref - beta_cand|| = 0.0413038864296, --> sc = 0.121738787335159 Sample[333]: idc = 2 1 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[334]: idc = 3 8 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[335]: idc = 4 5 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770977 Sample[336]: idc = 6 5 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[337]: idc = 3 5 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645835 Sample[338]: idc = 0 4 b^[] = 5.39948 -0.00387518 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 5.39948 -0.00387518 after refine_(*, conv=F): beta_ref : 3.43213 -0.000176576 with ||beta_ref - beta_cand|| = 1.96735384438, --> sc = 3.74570294286354 Sample[339]: idc = 3 1 b^[] = 2.77023 0.000622395 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.77023 0.000622395 after refine_(*, conv=F): beta_ref : 3.04181 0.000339505 with ||beta_ref - beta_cand|| = 0.271574920764, --> sc = 0.356675422140901 Sample[340]: idc = 7 0 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[341]: idc = 1 3 b^[] = 2.77023 0.000622395 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.77023 0.000622395 after refine_(*, conv=F): beta_ref : 3.04181 0.000339505 with ||beta_ref - beta_cand|| = 0.271574920764, --> sc = 0.356675422140901 Sample[342]: idc = 1 3 b^[] = 2.77023 0.000622395 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.77023 0.000622395 after refine_(*, conv=F): beta_ref : 3.04181 0.000339505 with ||beta_ref - beta_cand|| = 0.271574920764, --> sc = 0.356675422140901 Sample[343]: idc = 1 7 b^[] = 10.552 -0.00463555 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 10.552 -0.00463555 after refine_(*, conv=F): beta_ref : 3.77341 -0.000409261 with ||beta_ref - beta_cand|| = 6.77858334796, --> sc = 3.48307163299276 Sample[344]: idc = 3 7 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[345]: idc = 7 5 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747766 Sample[346]: idc = 8 1 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[347]: idc = 5 0 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[348]: idc = 3 2 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[349]: idc = 5 8 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[350]: idc = 6 4 b^[] = 3.32112 -2.63579e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.32112 -2.63579e-05 after refine_(*, conv=F): beta_ref : 3.38806 -0.000125433 with ||beta_ref - beta_cand|| = 0.0669430074559, --> sc = 0.139721694670878 Sample[351]: idc = 7 5 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747766 Sample[352]: idc = 0 7 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[353]: idc = 4 0 b^[] = 5.39948 -0.00387518 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 5.39948 -0.00387518 after refine_(*, conv=F): beta_ref : 3.43213 -0.000176576 with ||beta_ref - beta_cand|| = 1.96735384438, --> sc = 3.74570294286351 Sample[354]: idc = 3 4 b^[] = 3.51231 -0.000380412 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51231 -0.000380412 after refine_(*, conv=F): beta_ref : 3.54486 -0.000384735 with ||beta_ref - beta_cand|| = 0.0325545825028, --> sc = 0.120473709407238 Sample[355]: idc = 3 2 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[356]: idc = 0 1 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352798 Sample[357]: idc = 5 2 b^[] = 3.48225 -0.000243248 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48225 -0.000243248 after refine_(*, conv=F): beta_ref : 3.47039 -0.00023845 with ||beta_ref - beta_cand|| = 0.0118678828338, --> sc = 0.116747746524693 Sample[358]: idc = 1 8 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[359]: idc = 0 7 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[360]: idc = 7 2 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[361]: idc = 5 8 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[362]: idc = 7 4 b^[] = 3.48224 -0.000324726 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48224 -0.000324726 after refine_(*, conv=F): beta_ref : 3.53374 -0.000355695 with ||beta_ref - beta_cand|| = 0.0514969093007, --> sc = 0.133070945020384 Sample[363]: idc = 0 3 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256255 Sample[364]: idc = 8 0 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.117835291645271 Sample[365]: idc = 7 3 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[366]: idc = 6 2 b^[] = 3.68498 -0.000357137 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.68498 -0.000357137 after refine_(*, conv=F): beta_ref : 3.53856 -0.000313738 with ||beta_ref - beta_cand|| = 0.146420218796, --> sc = 0.238641191575615 Sample[367]: idc = 2 0 b^[] = 3.52269 -0.000265966 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.52269 -0.000265966 after refine_(*, conv=F): beta_ref : 3.48139 -0.000244513 with ||beta_ref - beta_cand|| = 0.0413038864296, --> sc = 0.121738787335159 Sample[368]: idc = 3 7 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[369]: idc = 1 4 b^[] = 3.08601 0.000409032 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.08601 0.000409032 after refine_(*, conv=F): beta_ref : 3.10654 0.000297112 with ||beta_ref - beta_cand|| = 0.0205283853563, --> sc = 0.40357348878187 Sample[370]: idc = 3 8 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[371]: idc = 3 2 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[372]: idc = 3 8 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[373]: idc = 3 0 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256254 Sample[374]: idc = 4 1 b^[] = 3.08601 0.000409032 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.08601 0.000409032 after refine_(*, conv=F): beta_ref : 3.10654 0.000297112 with ||beta_ref - beta_cand|| = 0.0205283853563, --> sc = 0.40357348878187 Sample[375]: idc = 7 0 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[376]: idc = 0 4 b^[] = 5.39948 -0.00387518 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 5.39948 -0.00387518 after refine_(*, conv=F): beta_ref : 3.43213 -0.000176576 with ||beta_ref - beta_cand|| = 1.96735384438, --> sc = 3.74570294286354 Sample[377]: idc = 2 4 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[378]: idc = 2 7 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[379]: idc = 4 0 b^[] = 5.39948 -0.00387518 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 5.39948 -0.00387518 after refine_(*, conv=F): beta_ref : 3.43213 -0.000176576 with ||beta_ref - beta_cand|| = 1.96735384438, --> sc = 3.74570294286351 Sample[380]: idc = 3 7 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[381]: idc = 7 5 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747766 Sample[382]: idc = 6 7 b^[] = 3.98969 -0.000634144 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.98969 -0.000634144 after refine_(*, conv=F): beta_ref : 3.61508 -0.000386476 with ||beta_ref - beta_cand|| = 0.374604507965, --> sc = 0.305322195350865 Sample[383]: idc = 7 2 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[384]: idc = 2 0 b^[] = 3.52269 -0.000265966 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.52269 -0.000265966 after refine_(*, conv=F): beta_ref : 3.48139 -0.000244513 with ||beta_ref - beta_cand|| = 0.0413038864296, --> sc = 0.121738787335159 Sample[385]: idc = 6 1 b^[] = 2.1364 0.00105066 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.1364 0.00105066 after refine_(*, conv=F): beta_ref : 3.30727 3.97719e-06 with ||beta_ref - beta_cand|| = 1.17087178392, --> sc = 0.941601727511272 Sample[386]: idc = 0 3 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256255 Sample[387]: idc = 2 7 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[388]: idc = 0 3 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256255 Sample[389]: idc = 0 1 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352798 Sample[390]: idc = 8 2 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[391]: idc = 4 5 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770977 Sample[392]: idc = 7 6 b^[] = 3.98969 -0.000634144 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.98969 -0.000634144 after refine_(*, conv=F): beta_ref : 3.61508 -0.000386476 with ||beta_ref - beta_cand|| = 0.374604507965, --> sc = 0.305322195350865 Sample[393]: idc = 8 0 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.117835291645271 Sample[394]: idc = 0 1 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352798 Sample[395]: idc = 7 3 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[396]: idc = 8 4 b^[] = 3.51536 -0.000386065 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51536 -0.000386065 after refine_(*, conv=F): beta_ref : 3.54496 -0.000385365 with ||beta_ref - beta_cand|| = 0.0296020895295, --> sc = 0.121287470523952 Sample[397]: idc = 5 0 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[398]: idc = 5 1 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[399]: idc = 5 3 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645834 Sample[400]: idc = 5 8 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[401]: idc = 0 2 b^[] = 3.52269 -0.000265966 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.52269 -0.000265966 after refine_(*, conv=F): beta_ref : 3.48139 -0.000244513 with ||beta_ref - beta_cand|| = 0.0413038864296, --> sc = 0.121738787335158 Sample[402]: idc = 8 3 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[403]: idc = 2 6 b^[] = 3.68498 -0.000357137 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.68498 -0.000357137 after refine_(*, conv=F): beta_ref : 3.53856 -0.000313738 with ||beta_ref - beta_cand|| = 0.146420218796, --> sc = 0.238641191575616 Sample[404]: idc = 0 3 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256255 Sample[405]: idc = 6 8 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347805 Sample[406]: idc = 0 4 b^[] = 5.39948 -0.00387518 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 5.39948 -0.00387518 after refine_(*, conv=F): beta_ref : 3.43213 -0.000176576 with ||beta_ref - beta_cand|| = 1.96735384438, --> sc = 3.74570294286354 Sample[407]: idc = 8 0 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.117835291645271 Sample[408]: idc = 2 1 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[409]: idc = 2 8 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[410]: idc = 6 0 b^[] = 3.46711 -0.000159076 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46711 -0.000159076 after refine_(*, conv=F): beta_ref : 3.46412 -0.000223066 with ||beta_ref - beta_cand|| = 0.00299371465976, --> sc = 0.19816510114644 Sample[411]: idc = 7 2 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[412]: idc = 3 2 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[413]: idc = 1 8 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[414]: idc = 4 6 b^[] = 3.32112 -2.63579e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.32112 -2.63579e-05 after refine_(*, conv=F): beta_ref : 3.38806 -0.000125433 with ||beta_ref - beta_cand|| = 0.0669430074559, --> sc = 0.139721694670877 Sample[415]: idc = 1 4 b^[] = 3.08601 0.000409032 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.08601 0.000409032 after refine_(*, conv=F): beta_ref : 3.10654 0.000297112 with ||beta_ref - beta_cand|| = 0.0205283853563, --> sc = 0.40357348878187 Sample[416]: idc = 3 6 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[417]: idc = 0 1 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352798 Sample[418]: idc = 5 4 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770978 Sample[419]: idc = 5 4 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770978 Sample[420]: idc = 4 6 b^[] = 3.32112 -2.63579e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.32112 -2.63579e-05 after refine_(*, conv=F): beta_ref : 3.38806 -0.000125433 with ||beta_ref - beta_cand|| = 0.0669430074559, --> sc = 0.139721694670877 Sample[421]: idc = 5 8 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[422]: idc = 5 0 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[423]: idc = 3 0 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256254 Sample[424]: idc = 5 6 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[425]: idc = 7 1 b^[] = 10.552 -0.00463555 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 10.552 -0.00463555 after refine_(*, conv=F): beta_ref : 3.77341 -0.000409261 with ||beta_ref - beta_cand|| = 6.77858334796, --> sc = 3.48307163299276 Sample[426]: idc = 3 7 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[427]: idc = 1 4 b^[] = 3.08601 0.000409032 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.08601 0.000409032 after refine_(*, conv=F): beta_ref : 3.10654 0.000297112 with ||beta_ref - beta_cand|| = 0.0205283853563, --> sc = 0.40357348878187 Sample[428]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[429]: idc = 4 2 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[430]: idc = 5 3 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645834 Sample[431]: idc = 6 7 b^[] = 3.98969 -0.000634144 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.98969 -0.000634144 after refine_(*, conv=F): beta_ref : 3.61508 -0.000386476 with ||beta_ref - beta_cand|| = 0.374604507965, --> sc = 0.305322195350865 Sample[432]: idc = 0 5 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[433]: idc = 1 2 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[434]: idc = 0 7 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[435]: idc = 1 0 b^[] = 3.21811 0.000319777 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.21811 0.000319777 after refine_(*, conv=F): beta_ref : 3.1114 0.000293141 with ||beta_ref - beta_cand|| = 0.10670684102, --> sc = 0.464112043352799 Sample[436]: idc = 0 7 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[437]: idc = 3 0 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256254 Sample[438]: idc = 2 6 b^[] = 3.68498 -0.000357137 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.68498 -0.000357137 after refine_(*, conv=F): beta_ref : 3.53856 -0.000313738 with ||beta_ref - beta_cand|| = 0.146420218796, --> sc = 0.238641191575616 Sample[439]: idc = 0 7 b^[] = 3.58622 -0.000388127 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.58622 -0.000388127 after refine_(*, conv=F): beta_ref : 3.56385 -0.000379446 with ||beta_ref - beta_cand|| = 0.0223649053029, --> sc = 0.116488540165413 Sample[440]: idc = 4 5 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770977 Sample[441]: idc = 3 8 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[442]: idc = 8 6 b^[] = 4.00835 -0.000651112 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 4.00835 -0.000651112 after refine_(*, conv=F): beta_ref : 3.61097 -0.000384094 with ||beta_ref - beta_cand|| = 0.397383513964, --> sc = 0.320662217347803 Sample[443]: idc = 2 3 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[444]: idc = 0 4 b^[] = 5.39948 -0.00387518 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 5.39948 -0.00387518 after refine_(*, conv=F): beta_ref : 3.43213 -0.000176576 with ||beta_ref - beta_cand|| = 1.96735384438, --> sc = 3.74570294286354 Sample[445]: idc = 5 4 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770978 Sample[446]: idc = 3 0 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256254 Sample[447]: idc = 1 3 b^[] = 2.77023 0.000622395 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.77023 0.000622395 after refine_(*, conv=F): beta_ref : 3.04181 0.000339505 with ||beta_ref - beta_cand|| = 0.271574920764, --> sc = 0.356675422140901 Sample[448]: idc = 0 2 b^[] = 3.52269 -0.000265966 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.52269 -0.000265966 after refine_(*, conv=F): beta_ref : 3.48139 -0.000244513 with ||beta_ref - beta_cand|| = 0.0413038864296, --> sc = 0.121738787335158 Sample[449]: idc = 4 7 b^[] = 3.48224 -0.000324726 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48224 -0.000324726 after refine_(*, conv=F): beta_ref : 3.53374 -0.000355695 with ||beta_ref - beta_cand|| = 0.0514969093007, --> sc = 0.133070945020384 Sample[450]: idc = 4 8 b^[] = 3.51536 -0.000386065 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51536 -0.000386065 after refine_(*, conv=F): beta_ref : 3.54496 -0.000385365 with ||beta_ref - beta_cand|| = 0.0296020895295, --> sc = 0.121287470523952 Sample[451]: idc = 4 2 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[452]: idc = 8 0 b^[] = 3.61222 -0.000438141 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.61222 -0.000438141 after refine_(*, conv=F): beta_ref : 3.56493 -0.000392807 with ||beta_ref - beta_cand|| = 0.0472895777196, --> sc = 0.117835291645271 Sample[453]: idc = 6 2 b^[] = 3.68498 -0.000357137 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.68498 -0.000357137 after refine_(*, conv=F): beta_ref : 3.53856 -0.000313738 with ||beta_ref - beta_cand|| = 0.146420218796, --> sc = 0.238641191575615 Sample[454]: idc = 6 3 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[455]: idc = 4 1 b^[] = 3.08601 0.000409032 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.08601 0.000409032 after refine_(*, conv=F): beta_ref : 3.10654 0.000297112 with ||beta_ref - beta_cand|| = 0.0205283853563, --> sc = 0.40357348878187 Sample[456]: idc = 6 5 b^[] = 1.85592 0.00130565 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.85592 0.00130565 after refine_(*, conv=F): beta_ref : 3.33751 -3.23179e-05 with ||beta_ref - beta_cand|| = 1.48159938684, --> sc = 1.14824462812187 Sample[457]: idc = 2 0 b^[] = 3.52269 -0.000265966 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.52269 -0.000265966 after refine_(*, conv=F): beta_ref : 3.48139 -0.000244513 with ||beta_ref - beta_cand|| = 0.0413038864296, --> sc = 0.121738787335159 Sample[458]: idc = 4 1 b^[] = 3.08601 0.000409032 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.08601 0.000409032 after refine_(*, conv=F): beta_ref : 3.10654 0.000297112 with ||beta_ref - beta_cand|| = 0.0205283853563, --> sc = 0.40357348878187 Sample[459]: idc = 8 2 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[460]: idc = 2 6 b^[] = 3.68498 -0.000357137 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.68498 -0.000357137 after refine_(*, conv=F): beta_ref : 3.53856 -0.000313738 with ||beta_ref - beta_cand|| = 0.146420218796, --> sc = 0.238641191575616 Sample[461]: idc = 2 4 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[462]: idc = 8 5 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[463]: idc = 4 0 b^[] = 5.39948 -0.00387518 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 5.39948 -0.00387518 after refine_(*, conv=F): beta_ref : 3.43213 -0.000176576 with ||beta_ref - beta_cand|| = 1.96735384438, --> sc = 3.74570294286351 Sample[464]: idc = 5 3 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645834 Sample[465]: idc = 4 3 b^[] = 3.51231 -0.000380412 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51231 -0.000380412 after refine_(*, conv=F): beta_ref : 3.54486 -0.000384735 with ||beta_ref - beta_cand|| = 0.0325545825027, --> sc = 0.120473709407237 Sample[466]: idc = 2 8 b^[] = 8.65609 -0.0031499 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 8.65609 -0.0031499 after refine_(*, conv=F): beta_ref : 3.69274 -0.000361226 with ||beta_ref - beta_cand|| = 4.96334651802, --> sc = 2.9749683192758 Sample[467]: idc = 4 5 b^[] = 3.39164 -0.000156946 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.39164 -0.000156946 after refine_(*, conv=F): beta_ref : 3.44473 -0.000209941 with ||beta_ref - beta_cand|| = 0.0530877017195, --> sc = 0.123125596770977 Sample[468]: idc = 0 5 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[469]: idc = 6 3 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[470]: idc = 5 8 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[471]: idc = 3 0 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256254 Sample[472]: idc = 2 1 b^[] = 6.85909 -0.00214034 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 6.85909 -0.00214034 after refine_(*, conv=F): beta_ref : 3.70912 -0.000370476 with ||beta_ref - beta_cand|| = 3.14996269659, --> sc = 1.91452667528465 Sample[473]: idc = 5 1 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[474]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[475]: idc = 3 0 b^[] = 3.74741 -0.000698118 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.74741 -0.000698118 after refine_(*, conv=F): beta_ref : 3.54594 -0.000350204 with ||beta_ref - beta_cand|| = 0.201469547135, --> sc = 0.480502647256254 Sample[476]: idc = 0 5 b^[] = 3.53896 -0.000297257 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.53896 -0.000297257 after refine_(*, conv=F): beta_ref : 3.4927 -0.000266078 with ||beta_ref - beta_cand|| = 0.0462598118293, --> sc = 0.130143082552614 Sample[477]: idc = 5 2 b^[] = 3.48225 -0.000243248 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48225 -0.000243248 after refine_(*, conv=F): beta_ref : 3.47039 -0.00023845 with ||beta_ref - beta_cand|| = 0.0118678828338, --> sc = 0.116747746524693 Sample[478]: idc = 2 4 b^[] = 3.41907 -0.000207753 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.41907 -0.000207753 after refine_(*, conv=F): beta_ref : 3.45897 -0.000236458 with ||beta_ref - beta_cand|| = 0.0398954125921, --> sc = 0.120959536153626 Sample[479]: idc = 2 3 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[480]: idc = 5 8 b^[] = 3.78368 -0.000530324 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.78368 -0.000530324 after refine_(*, conv=F): beta_ref : 3.60023 -0.000389091 with ||beta_ref - beta_cand|| = 0.183458244204, --> sc = 0.201240726019571 Sample[481]: idc = 6 3 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[482]: idc = 6 2 b^[] = 3.68498 -0.000357137 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.68498 -0.000357137 after refine_(*, conv=F): beta_ref : 3.53856 -0.000313738 with ||beta_ref - beta_cand|| = 0.146420218796, --> sc = 0.238641191575615 Sample[483]: idc = 6 2 b^[] = 3.68498 -0.000357137 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.68498 -0.000357137 after refine_(*, conv=F): beta_ref : 3.53856 -0.000313738 with ||beta_ref - beta_cand|| = 0.146420218796, --> sc = 0.238641191575615 Sample[484]: idc = 8 1 b^[] = 7.17364 -0.00235288 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 7.17364 -0.00235288 after refine_(*, conv=F): beta_ref : 3.72173 -0.000378471 with ||beta_ref - beta_cand|| = 3.45190892288, --> sc = 2.04182763972269 Sample[485]: idc = 3 5 b^[] = 3.24026 -1.27755e-05 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.24026 -1.27755e-05 after refine_(*, conv=F): beta_ref : 3.46038 -0.0002303 with ||beta_ref - beta_cand|| = 0.220121103358, --> sc = 0.244797602645835 Sample[486]: idc = 3 8 b^[] = 3.51724 -0.000387074 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51724 -0.000387074 after refine_(*, conv=F): beta_ref : 3.54486 -0.000385468 with ||beta_ref - beta_cand|| = 0.0276169201596, --> sc = 0.11918982437089 Sample[487]: idc = 1 5 b^[] = 2.09252 0.00108031 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.09252 0.00108031 after refine_(*, conv=F): beta_ref : 3.32375 -1.58755e-05 with ||beta_ref - beta_cand|| = 1.23122705317, --> sc = 0.976715960674785 Sample[488]: idc = 7 5 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747766 Sample[489]: idc = 7 3 b^[] = 3.46194 -0.000312351 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.46194 -0.000312351 after refine_(*, conv=F): beta_ref : 3.53002 -0.000350912 with ||beta_ref - beta_cand|| = 0.0680795294565, --> sc = 0.140681149005818 Sample[490]: idc = 6 3 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[491]: idc = 3 4 b^[] = 3.51231 -0.000380412 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51231 -0.000380412 after refine_(*, conv=F): beta_ref : 3.54486 -0.000384735 with ||beta_ref - beta_cand|| = 0.0325545825028, --> sc = 0.120473709407238 Sample[492]: idc = 4 7 b^[] = 3.48224 -0.000324726 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.48224 -0.000324726 after refine_(*, conv=F): beta_ref : 3.53374 -0.000355695 with ||beta_ref - beta_cand|| = 0.0514969093007, --> sc = 0.133070945020384 Sample[493]: idc = 1 6 b^[] = 2.1364 0.00105066 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 2.1364 0.00105066 after refine_(*, conv=F): beta_ref : 3.30727 3.97719e-06 with ||beta_ref - beta_cand|| = 1.17087178392, --> sc = 0.941601727511272 Sample[494]: idc = 2 3 b^[] = 3.35997 -0.000174549 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.35997 -0.000174549 after refine_(*, conv=F): beta_ref : 3.47647 -0.000260716 with ||beta_ref - beta_cand|| = 0.116502006698, --> sc = 0.175333907830266 find_scale(*, ini.scale =0.17533390783, tol=1e-10): it | new scale 0 | 0.1595709631 1 | 0.1511933460 2 | 0.1464498022 3 | 0.1436615591 4 | 0.1419866237 5 | 0.1409675591 6 | 0.1403428198 7 | 0.1399580681 8 | 0.1397204553 9 | 0.1395734615 10 | 0.1394824317 11 | 0.1394260226 12 | 0.1393910533 13 | 0.1393693695 14 | 0.1393559218 15 | 0.1393475811 16 | 0.1393424076 17 | 0.1393391986 18 | 0.1393372080 19 | 0.1393359732 20 | 0.1393352072 21 | 0.1393347320 22 | 0.1393344373 23 | 0.1393342545 24 | 0.1393341410 25 | 0.1393340707 26 | 0.1393340270 27 | 0.1393340000 28 | 0.1393339832 29 | 0.1393339727 30 | 0.1393339663 31 | 0.1393339623 32 | 0.1393339598 33 | 0.1393339582 34 | 0.1393339573 35 | 0.1393339567 36 | 0.1393339563 37 | 0.1393339561 38 | 0.1393339560 39 | 0.1393339559 40 | 0.1393339558 41 | 0.1393339558 42 | 0.1393339558 43 | 0.1393339557 found new candidate with scale 0.139334 in 43 iter (worst sc=0.13933) Sample[495]: idc = 4 8 b^[] = 3.51536 -0.000386065 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.51536 -0.000386065 after refine_(*, conv=F): beta_ref : 3.54496 -0.000385365 with ||beta_ref - beta_cand|| = 0.0296020895295, --> sc = 0.121287470523952 Sample[496]: idc = 7 5 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747766 Sample[497]: idc = 2 7 b^[] = 1.78312 0.000711319 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 1.78312 0.000711319 after refine_(*, conv=F): beta_ref : 3.57895 -0.000315261 with ||beta_ref - beta_cand|| = 1.79582777082, --> sc = 1.15529626402084 Sample[498]: idc = 3 6 b^[] = 3.10475 0.000170339 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.10475 0.000170339 after refine_(*, conv=F): beta_ref : 3.32871 -4.05929e-05 with ||beta_ref - beta_cand|| = 0.223959745436, --> sc = 0.324267727125527 Sample[499]: idc = 5 7 b^[] = 3.72009 -0.000469755 refine_fast_s(s0=-1, convChk=FALSE): beta_cand= 3.72009 -0.000469755 after refine_(*, conv=F): beta_ref : 3.60361 -0.000390609 with ||beta_ref - beta_cand|| = 0.116475256678, --> sc = 0.158407465747765 Now refine() to convergence for 2 very best ones: refine_fast_s(s0=0.139334, convChk=TRUE): beta_cand= 3.47647 -0.000260716 refine_() converged after 38 iterations Best[0]: convergence (38 iter.): -> improved scale to 0.139029300617593; bbeta= 3.48427 -0.000264287 refine_fast_s(s0=0.139334, convChk=TRUE): beta_cand= 3.47647 -0.000260716 refine_() converged after 38 iterations Best[1]: convergence (38 iter.) lmrob.S(): scale = 0.139029; coeff.= [1] 3.4842745606 -0.0002642872 init converged (remaining method = "M") -> coef= (Intercept) dist 3.4842745606 -0.0002642872 lmrob_MM(): rwls(): it 1: L(b1) = 0.149600261053 ||b0 - b1||_1 = 0.051216 it 2: L(b1) = 0.149351500476 ||b0 - b1||_1 = 0.00526939 it 3: L(b1) = 0.149348312406 ||b0 - b1||_1 = 0.000586739 it 4: L(b1) = 0.149348277661 ||b0 - b1||_1 = 6.27255e-05 it 5: L(b1) = 0.149348277289 ||b0 - b1||_1 = 6.55271e-06 it 6: L(b1) = 0.149348277285 ||b0 - b1||_1 = 6.79128e-07 it 7: L(b1) = 0.149348277285 ||b0 - b1||_1 = 7.02146e-08 rwls() used 7 it.; last ||b0 - b1||_1 = 7.02146e-08, L(b1) = 0.149348277285; convergence lmrob..MM..fit(*, obj) --> updating .. qr(x * rweights) -> rank= 2, outlierStats() step "M" -> new coef= (Intercept) dist 3.5413454738 -0.0003355159 > ## ------------- > summary(res2) Call: lmrob(formula = lconc ~ dist, data = dat2, trace.lev = 3) \--> method = "MM" Residuals: Min 1Q Median 3Q Max -0.12000 -0.05328 0.01751 0.10515 0.64659 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 3.541e+00 5.832e-02 60.719 8.63e-11 *** dist -3.355e-04 5.926e-05 -5.662 0.000765 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Robust residual standard error: 0.139 Multiple R-squared: 0.7992, Adjusted R-squared: 0.7705 Convergence in 7 IRWLS iterations Robustness weights: 1 2 3 4 5 6 7 8 0.9985547 0.0002126 0.9485630 0.9818111 0.9866628 0.9932793 0.9334365 0.9919324 9 0.9332658 Algorithmic parameters: tuning.chi bb tuning.psi refine.tol 1.548e+00 5.000e-01 4.685e+00 1.000e-07 rel.tol scale.tol solve.tol zero.tol 1.000e-07 1.000e-10 1.000e-07 1.000e-10 eps.outlier eps.x warn.limit.reject warn.limit.meanrw 1.111e-02 3.383e-09 5.000e-01 5.000e-01 nResample max.it best.r.s k.fast.s k.max 500 50 2 1 200 maxit.scale trace.lev mts compute.rd fast.s.large.n 200 3 1000 0 2000 psi subsampling cov "bisquare" "nonsingular" ".vcov.avar1" compute.outlier.stats "SM" seed : int(0) > stopifnot(dim(model.matrix(res2)) == c(9,2)) > > ## Check predict(): > dd <- seq(300, 2000, by = 50) > with(dat2, plot(dist, lconc, pch=20, cex=2, xlim = range(dd))) > new.d <- data.frame(dist=dd) > fit.dd <- predict(res2, new.d) > lines(dd, fit.dd, col=2, type="o") > predict(res2, new.d, se=TRUE)$se.fit 1 2 3 4 5 6 7 0.04288955 0.04050448 0.03820038 0.03599278 0.03390056 0.03194638 0.03015709 8 9 10 11 12 13 14 0.02856371 0.02720066 0.02610408 0.02530861 0.02484319 0.02472647 0.02496335 15 16 17 18 19 20 21 0.02554398 0.02644573 0.02763720 0.02908278 0.03074667 0.03259545 0.03459949 22 23 24 25 26 27 28 0.03673339 0.03897582 0.04130912 0.04371874 0.04619274 0.04872131 0.05129638 29 30 31 32 33 34 35 0.05391128 0.05656050 0.05923943 0.06194422 0.06467162 0.06741888 0.07018368 > matlines(dd, predict(res2, new.d, interval="confidence")[, 2:3], col=3) > > ## Check handling of X of not full rank > test <- function(n, ...) { + X <- cbind(rep_len(1:3, n), rnorm(n), rnorm(n), NA) + y <- rnorm(n) + X[,4] <- X[,2] + X[,3] + X <- data.frame(X) + X$X1 <- factor(X$X1) + fm <- tryCatch(suppressWarnings(lmrob(y ~ ., X, ...)), error=identity) + stopifnot(inherits(fm, "lmrob")) + } > set.seed(0) > test(12) ## fast_S() > test(2500) ## fast_S_large_n() > test(200, trace.lev = TRUE) lmrob_S(n = 200, nRes = 500): fast_s() [non-large n]: Subsampling 500 times to find candidate betas: Now refine() to convergence for 2 very best ones: Best[0]: convergence (133 iter.): -> improved scale to 1.09164246979446 Best[1]: convergence (138 iter.): -> improved scale to 1.09164246979446 lmrob.S(): scale = 1.09164; coeff.= [1] -0.106964042 -0.224199321 0.165770305 -0.097247998 0.007405533 init converged (remaining method = "M") -> coef= (Intercept) X12 X13 X2 X3 -0.106964042 -0.224199321 0.165770305 -0.097247998 0.007405533 lmrob_MM(): rwls(): rwls() used 11 it.; last ||b0 - b1||_1 = 3.40169e-08, L(b1) = 0.103925269003; convergence lmrob..MM..fit(*, obj) --> updating .. qr(x * rweights) -> rank= 5, outlierStats() step "M" -> new coef= (Intercept) X12 X13 X2 X3 0.13649304 -0.22734817 -0.10415911 -0.09365430 0.04978163 > > ## Check a case, where cov() matrix needs "posdefify": > > coleman16 <- coleman[ -c(2, 7, 16, 19),] > (m16 <- lmrob(Y ~ ., data = coleman16, tuning.psi = 3.44, trace.lev = TRUE)) lmrob_S(n = 16, nRes = 500): fast_s() [non-large n]: Subsampling 500 times to find candidate betas: Now refine() to convergence for 2 very best ones: Best[0]: convergence (21 iter.): -> improved scale to 1.14564991376911 Best[1]: convergence (20 iter.) lmrob.S(): scale = 1.14565; coeff.= [1] 35.78069420 -1.71972991 0.06767946 0.71280567 1.10188688 -4.62001860 init converged (remaining method = "M") -> coef= (Intercept) salaryP fatherWc sstatus teacherSc motherLev 35.78069420 -1.71972991 0.06767946 0.71280567 1.10188688 -4.62001860 lmrob_MM(): rwls(): rwls() used 9 it.; last ||b0 - b1||_1 = 2.67338e-06, L(b1) = 0.173259188464; convergence lmrob..MM..fit(*, obj) --> updating .. qr(x * rweights) -> rank= 6, outlierStats() step "M" -> new coef= (Intercept) salaryP fatherWc sstatus teacherSc motherLev 35.44785814 -1.61002075 0.08702225 0.68194771 1.14811258 -4.92306483 fixing 1 negative eigen([6])values Call: lmrob(formula = Y ~ ., data = coleman16, tuning.psi = 3.44, trace.lev = TRUE) \--> method = "MM" Coefficients: (Intercept) salaryP fatherWc sstatus teacherSc motherLev 35.44786 -1.61002 0.08702 0.68195 1.14811 -4.92306 > ## failed in 0.9_0 > > ctrl <- lmrob.control() > tools::assertWarning(verbose = TRUE, + lmrob(Y ~ ., data = coleman, setting = "KS2011", control = ctrl) + ) Asserted warning: arguments .. in "KS2011" are disregarded. Maybe use lmrob(*, control=lmrob.control(....) with all these. > > ## perfect fit ex. from Thomas Wang, Jan.26, 2024: > x <- c(8, 16, 4, 24) > y <- c(3328, 6656, 1664, 9984) > tools::assertWarning(verbose = TRUE, + fmS <- lmrob.S(x, y, ctrl)# gave a bad error in robustbase 0.99-{0,1} + ) Asserted warning: S-estimated scale == 0: Probably exact fit; check your data > stopifnot(all.equal(416, fmS$coeff, tolerance = 1e-15), + fmS$scale == 0, fmS$residuals == 0) > > > cat('Time elapsed: ', proc.time(),'\n') # "stats" Time elapsed: 1.46 0.15 1.62 NA NA > > proc.time() user system elapsed 1.46 0.15 1.62