Herbie results

Average Percentage Accurate: 81.9% → 96.5%

Time: 136.0min

Bad Runs: 5/542

Speedup: 2.1×

Output vs Input Accuracy

Each point represents a Herbie run below. Its horizontal position shows initial accuracy, and vertical position shows final accuracy. Points above the line are improved by Herbie.

Accuracy vs Speed

A joint speed-accuracy pareto curve. Accuracy is on the vertical axis, speed is on the horizontal axis. Up and to the right is better. The initial program is shown by the red square.

Test	Start	Result ?	Target ?	Time
subtraction fraction	100.0%	100.0%		6.4s	»
sqrt times	99.2%	99.6%		7.9s	»
neg log	100.0%	100.0%		6.7s	»
jeff quadratic root 2				7.1s	»
jeff quadratic root 1				7.2s	»
fabs fraction 2	100.0%	100.0%		2.3s	»
fabs fraction 1	92.2%	99.5%		10.5s	»
exp neg sub	100.0%	100.0%		2.7s	»
sqrt sqr	50.1%	100.0%	100.0%	4.5s	»
sqrtexp (problem 3.4.4)	27.6%	100.0%		5.7s	»
sintan (problem 3.4.5)	51.7%	99.6%		17.3s	»
quad2p (problem 3.2.1, positive)	51.6%	83.5%		20.6s	»
quad2m (problem 3.2.1, negative)	51.2%	84.7%		17.4s	»
cos2 (problem 3.4.1)	51.7%	99.8%		13.9s	»
2nthrt (problem 3.4.6)	48.8%	82.9%		56.8s	»
2log (problem 3.3.6)	54.2%	99.9%		10.8s	»
2frac (problem 3.3.1)	77.1%	99.9%		7.1s	»
2cos (problem 3.3.5)	38.0%	99.5%		17.7s	»
2cbrt (problem 3.3.4)	53.6%	99.4%		35.0s	»
tanhf (example 3.4)	53.6%	100.0%	100.0%	4.5s	»
quadp (p42, positive)	51.6%	87.1%	69.9%	16.4s	»
quadm (p42, negative)	51.2%	87.3%	69.9%	17.5s	»
qlog (example 3.10)	4.4%	100.0%	99.4%	7.3s	»
logs (example 3.8)	1.6%	100.0%	100.0%	15.1s	»
logq (problem 3.4.3)	8.7%	99.6%	99.6%	8.2s	»
invcot (example 3.9)	6.6%	99.5%	99.8%	18.1s	»
expq3 (problem 3.4.2)	5.1%	91.9%	77.3%	25.5s	»
expq2 (section 3.11)	28.7%	79.9%	53.9%	11.3s	»
expm1 (example 3.7)	39.3%	100.0%	89.3%	7.1s	»
expax (section 3.5)	65.5%	100.0%	99.8%	3.4s	»
exp2 (problem 3.3.7)	77.1%	100.0%	100.0%	8.5s	»
3frac (problem 3.3.3)	84.5%	99.9%	99.5%	10.6s	»
2tan (problem 3.3.2)	41.7%	99.5%	75.9%	26.4s	»
2sqrt (example 3.1)	53.5%	99.8%	99.8%	12.1s	»
2sin (example 3.3)	41.4%	99.6%	75.9%	17.7s	»
2isqrt (example 3.6)	69.3%	99.8%	99.0%	15.6s	»
2atan (example 3.5)	76.3%	99.5%	99.5%	9.3s	»
Text.Parsec.Token:makeTokenParser from parsec-3.1.9, B	100.0%	100.0%		3.1s	»
Text.Parsec.Token:makeTokenParser from parsec-3.1.9, A	100.0%	100.0%		2.9s	»
System.Random.MWC.Distributions:standard from mwc-random-0.13.3.2	100.0%	100.0%		2.8s	»
System.Random.MWC.Distributions:blocks from mwc-random-0.13.3.2	100.0%	100.0%		1.4s	»
SynthBasics:oscSampleBasedAux from YampaSynth-0.2	100.0%	100.0%		7.8s	»
Statistics.Sample:robustSumVarWeighted from math-functions-0.1.5.2	99.9%	99.9%		5.3s	»
Statistics.Sample:$swelfordMean from math-functions-0.1.5.2	100.0%	100.0%		7.7s	»
Statistics.Distribution.Poisson:$clogProbability from math-functions-0.1.5.2	99.9%	99.9%		14.3s	»
Statistics.Distribution.Binomial:directEntropy from math-functions-0.1.5.2	99.6%	99.6%		9.2s	»
Statistics.Distribution.Binomial:$cvariance from math-functions-0.1.5.2	99.9%	99.9%		11.8s	»
Statistics.Distribution.Beta:$centropy from math-functions-0.1.5.2	95.2%	97.7%		18.1s	»
Statistics.Distribution.Beta:$cdensity from math-functions-0.1.5.2	89.1%	99.8%		29.8s	»
Prelude:atanh from fay-base-0.20.0.1	100.0%	100.0%		4.2s	»
Optimisation.CirclePacking:place from circle-packing-0.1.0.4, I	100.0%	100.0%		2.3s	»
Optimisation.CirclePacking:place from circle-packing-0.1.0.4, H	100.0%	100.0%		4.4s	»
Optimisation.CirclePacking:place from circle-packing-0.1.0.4, G	100.0%	100.0%		2.9s	»
Optimisation.CirclePacking:place from circle-packing-0.1.0.4, C	100.0%	100.0%		3.8s	»
Optimisation.CirclePacking:place from circle-packing-0.1.0.4, B	99.9%	99.9%		11.3s	»
Optimisation.CirclePacking:place from circle-packing-0.1.0.4, A	100.0%	100.0%		6.3s	»
Numeric.SpecFunctions:logGammaCorrection from math-functions-0.1.5.2	100.0%	100.0%		2.0s	»
Numeric.SpecFunctions:logGamma from math-functions-0.1.5.2, A	100.0%	100.0%		5.5s	»
Numeric.SpecFunctions:logGamma from math-functions-0.1.5.2	56.3%	84.9%		37.4s	»
Numeric.SpecFunctions:logBeta from math-functions-0.1.5.2, B	99.8%	99.8%		36.8s	»
Numeric.SpecFunctions:log1p from math-functions-0.1.5.2, B	100.0%	100.0%		2.1s	»
Numeric.SpecFunctions:log1p from math-functions-0.1.5.2, A	99.9%	99.9%		7.5s	»
Numeric.SpecFunctions:invIncompleteGamma from math-functions-0.1.5.2, C	100.0%	100.0%		9.1s	»
Numeric.SpecFunctions:invIncompleteGamma from math-functions-0.1.5.2, A	99.9%	99.9%		8.4s	»
Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, H	99.8%	99.8%		5.0s	»
Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, E	99.9%	99.9%		15.8s	»
Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, D	100.0%	100.0%		10.6s	»
Numeric.SpecFunctions:invErfc from math-functions-0.1.5.2, B	99.9%	99.9%		9.7s	»
Numeric.SpecFunctions:incompleteGamma from math-functions-0.1.5.2, A	99.9%	99.9%		22.4s	»
Numeric.SpecFunctions:incompleteBetaApprox from math-functions-0.1.5.2, B	96.7%	99.7%		41.0s	»
Numeric.Signal:interpolate from hsignal-0.2.7.1	80.6%	94.7%		24.3s	»
Numeric.Log:$clog1p from log-domain-0.10.2.1, B	99.7%	99.5%		5.2s	»
Numeric.Log:$cexpm1 from log-domain-0.10.2.1, B	100.0%	100.0%		3.2s	»
Numeric.LinearAlgebra.Util:formatSparse from hmatrix-0.16.1.5	100.0%	100.0%		8.6s	»
Numeric.Interval.Internal:scale from intervals-0.7.1, B	100.0%	100.0%		2.4s	»
Numeric.Integration.TanhSinh:simpson from integration-0.2.1	100.0%	100.0%		2.3s	»
Numeric.Integration.TanhSinh:nonNegative from integration-0.2.1	100.0%	100.0%		3.5s	»
Main:i from	100.0%	100.0%		2.0s	»
Main:bigenough2 from A	100.0%	100.0%		4.1s	»
Main:bigenough1 from B	100.0%	100.0%		2.2s	»
Linear.V4:$cdot from linear-1.19.1.3, C	95.7%	98.0%		12.8s	»
Linear.V3:cross from linear-1.19.1.3	99.3%	99.7%		4.1s	»
Linear.V3:$cdot from linear-1.19.1.3, B	97.5%	98.2%		7.7s	»
Linear.V2:$cdot from linear-1.19.1.3, A	99.1%	99.5%		4.0s	»
Linear.Quaternion:$csin from linear-1.19.1.3	100.0%	100.0%		13.1s	»
Linear.Quaternion:$cexp from linear-1.19.1.3	99.8%	99.7%		9.1s	»
Linear.Quaternion:$ccos from linear-1.19.1.3	100.0%	100.0%		15.0s	»
Language.Haskell.HsColour.ColourHighlight:unbase from hscolour-1.23	99.9%	99.9%		9.3s	»
Hakyll.Web.Tags:renderTagCloud from hakyll-4.7.2.3	87.5%	98.7%		26.7s	»
Graphics.Rendering.Plot.Render.Plot.Legend:renderLegendOutside from plot-0.2.3.4, B	99.8%	99.9%		10.0s	»
Graphics.Rendering.Plot.Render.Plot.Legend:renderLegendInside from plot-0.2.3.4	99.9%	100.0%		7.5s	»
Graphics.Rendering.Chart.Plot.AreaSpots:renderSpotLegend from Chart-1.5.3	99.9%	99.9%		4.5s	»
Graphics.Rendering.Chart.Drawing:drawTextsR from Chart-1.5.3	97.8%	100.0%		4.8s	»
Graphics.Rasterific.Svg.PathConverter:segmentToBezier from rasterific-svg-0.2.3.1, C	99.9%	99.9%		11.2s	»
Graphics.Rasterific.Svg.PathConverter:segmentToBezier from rasterific-svg-0.2.3.1, B	99.9%	99.9%		12.5s	»
Graphics.Rasterific.Shading:$sradialGradientWithFocusShader from Rasterific-0.6.1, A	100.0%	100.0%		1.5s	»
Graphics.Rasterific.Shading:$sradialGradientWithFocusShader from Rasterific-0.6.1	100.0%	100.0%		3.0s	»
Graphics.Rasterific.QuadraticFormula:discriminant from Rasterific-0.6.1	98.2%	99.5%		4.5s	»
Graphics.Rasterific.Linear:$cquadrance from Rasterific-0.6.1	100.0%	100.0%		2.7s	»
Graphics.Rasterific.CubicBezier:isSufficientlyFlat from Rasterific-0.6.1	100.0%	100.0%		1.4s	»
Examples.Basics.BasicTests:f2 from sbv-4.4	93.6%	97.2%		3.6s	»
Examples.Basics.BasicTests:f1 from sbv-4.4	100.0%	100.0%		2.6s	»
Diagrams.TwoD.Path.Metafont.Internal:hobbyF from diagrams-contrib-1.3.0.5	99.3%	99.3%		45.3s	»
Diagrams.TwoD.Ellipse:ellipse from diagrams-lib-1.3.0.3	100.0%	100.0%		5.4s	»
Diagrams.Trail:splitAtParam from diagrams-lib-1.3.0.3, C	100.0%	100.0%		7.3s	»
Diagrams.ThreeD.Transform:aboutY from diagrams-lib-1.3.0.3	99.8%	99.8%		12.7s	»
Diagrams.ThreeD.Transform:aboutX from diagrams-lib-1.3.0.3, B	99.8%	99.8%		11.2s	»
Diagrams.ThreeD.Transform:aboutX from diagrams-lib-1.3.0.3, A	99.8%	99.8%		13.2s	»
Diagrams.ThreeD.Shapes:frustum from diagrams-lib-1.3.0.3, B	100.0%	100.0%		6.0s	»
Diagrams.Tangent:$catParam from diagrams-lib-1.3.0.3, F	99.8%	99.8%		4.8s	»
Diagrams.Solve.Polynomial:quartForm from diagrams-solve-0.1, E	100.0%	100.0%		2.1s	»
Diagrams.Solve.Polynomial:quartForm from diagrams-solve-0.1, D	100.0%	100.0%		2.7s	»
Diagrams.Solve.Polynomial:quartForm from diagrams-solve-0.1, C	97.8%	98.1%		12.2s	»
Diagrams.Solve.Polynomial:quartForm from diagrams-solve-0.1, A	99.9%	100.0%		7.4s	»
Diagrams.Solve.Polynomial:quadForm from diagrams-solve-0.1, C	100.0%	100.0%		3.6s	»
Diagrams.Solve.Polynomial:quadForm from diagrams-solve-0.1, B	99.8%	99.8%		13.8s	»
Diagrams.Solve.Polynomial:quadForm from diagrams-solve-0.1, A	99.9%	100.0%		3.6s	»
Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, F	99.6%	99.6%		5.2s	»
Diagrams.Segment:$catParam from diagrams-lib-1.3.0.3, C	99.9%	100.0%		2.3s	»
Diagrams.Backend.Rasterific:$crender from diagrams-rasterific-1.3.1.3	97.8%	100.0%		6.3s	»
Data.Random.Distribution.Triangular:triangularCDF from random-fu-0.2.6.2, A	99.1%	99.1%		14.6s	»
Data.Random.Distribution.Normal:normalF from random-fu-0.2.6.2	100.0%	100.0%		2.7s	»
Data.Random.Distribution.Normal:doubleStdNormalZ from random-fu-0.2.6.2	100.0%	100.0%		1.5s	»
Data.Random.Dice:roll from dice-0.1	100.0%	100.0%		1.8s	»
Data.Number.Erf:$cinvnormcdf from erf-2.0.0.0, B	99.9%	99.9%		7.9s	»
Data.HyperLogLog.Config:hll from hyperloglog-0.3.4	99.8%	99.8%		6.1s	»
Data.Histogram.Bin.LogBinD:$cbinSizeN from histogram-fill-0.8.4.1	100.0%	100.0%		2.8s	»
Data.Histogram.Bin.BinF:$cfromIndex from histogram-fill-0.8.4.1	100.0%	100.0%		5.6s	»
Data.Colour.SRGB:transferFunction from colour-2.3.3	100.0%	100.0%		3.9s	»
Data.Colour.SRGB:invTransferFunction from colour-2.3.3	100.0%	100.0%		7.3s	»
Data.Colour.RGBSpace.HSV:hsv from colour-2.3.3, I	96.2%	99.7%		7.1s	»
Data.Colour.RGBSpace.HSV:hsv from colour-2.3.3, H	100.0%	100.0%		3.3s	»
Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, G	100.0%	100.0%		4.3s	»
Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, F	100.0%	100.0%		3.2s	»
Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, D	99.5%	99.7%		14.0s	»
Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, C	100.0%	100.0%		2.5s	»
Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, A	100.0%	100.0%		4.1s	»
Data.Colour.RGB:hslsv from colour-2.3.3, A	100.0%	100.0%		2.3s	»
Data.Colour.CIE:lightness from colour-2.3.3	100.0%	100.0%		2.3s	»
Data.Colour.CIE:cieLABView from colour-2.3.3, C	100.0%	100.0%		5.5s	»
Data.Colour.CIE:cieLABView from colour-2.3.3, B	100.0%	100.0%		4.0s	»
Data.Colour.CIE:cieLABView from colour-2.3.3, A	99.9%	99.9%		9.5s	»
Data.Colour.CIE:cieLAB from colour-2.3.3, D	100.0%	100.0%		3.6s	»
Data.Colour.CIE:cieLAB from colour-2.3.3, C	100.0%	100.0%		4.2s	»
Data.Colour.CIE:cieLAB from colour-2.3.3, B	100.0%	100.0%		1.5s	»
Data.Colour.CIE.Chromaticity:chromaCoords from colour-2.3.3	100.0%	100.0%		3.6s	»
Data.Array.Repa.Algorithms.ColorRamp:rampColorHotToCold from repa-algorithms-3.4.0.1, C	99.9%	100.0%		7.5s	»
Data.Array.Repa.Algorithms.ColorRamp:rampColorHotToCold from repa-algorithms-3.4.0.1, A	99.8%	99.8%		8.1s	»
AI.Clustering.Hierarchical.Internal:average from clustering-0.2.1, B	100.0%	100.0%		4.3s	»
AI.Clustering.Hierarchical.Internal:average from clustering-0.2.1, A	100.0%	100.0%		4.6s	»
System.Random.MWC.Distributions:truncatedExp from mwc-random-0.13.3.2	56.4%	90.0%	67.6%	22.1s	»
System.Random.MWC.Distributions:gamma from mwc-random-0.13.3.2	99.9%	99.9%	99.8%	17.8s	»
SynthBasics:moogVCF from YampaSynth-0.2	93.0%	97.8%	97.1%	15.2s	»
Statistics.Sample:$skurtosis from math-functions-0.1.5.2	94.5%	99.9%	99.9%	5.7s	»
Statistics.Math.RootFinding:ridders from math-functions-0.1.5.2	62.4%	91.1%	89.0%	26.7s	»
Statistics.Distribution.Poisson.Internal:probability from math-functions-0.1.5.2	100.0%	100.0%	100.0%	13.9s	»
Statistics.Distribution.CauchyLorentz:$cdensity from math-functions-0.1.5.2	90.8%	97.7%	92.6%	14.8s	»
Statistics.Distribution.Beta:$cvariance from math-functions-0.1.5.2	83.2%	97.7%	95.3%	14.4s	»
Statistics.Correlation.Kendall:numOfTiesBy from math-functions-0.1.5.2	100.0%	100.0%	100.0%	2.7s	»
ReportTypes:explainFloat from gipeda-0.1.2.1	100.0%	100.0%	100.0%	3.8s	»
Physics.ForceLayout:coulombForce from force-layout-0.4.0.2	88.2%	99.8%	99.8%	4.9s	»
Optimisation.CirclePacking:place from circle-packing-0.1.0.4, F	93.3%	99.6%	99.2%	17.1s	»
Optimisation.CirclePacking:place from circle-packing-0.1.0.4, E	93.3%	99.5%	99.2%	14.9s	»
Optimisation.CirclePacking:place from circle-packing-0.1.0.4, D	92.3%	97.4%	91.0%	12.1s	»
Numeric.SpecFunctions:stirlingError from math-functions-0.1.5.2	99.8%	99.9%	99.8%	19.3s	»
Numeric.SpecFunctions:logGammaL from math-functions-0.1.5.2	99.6%	99.6%	99.6%	48.4s	»
Numeric.SpecFunctions:logGamma from math-functions-0.1.5.2, D	57.7%	96.9%	98.3%	26.4s	»
Numeric.SpecFunctions:logGamma from math-functions-0.1.5.2, C	58.3%	98.4%	98.7%	19.7s	»
Numeric.SpecFunctions:logGamma from math-functions-0.1.5.2, B	68.9%	99.8%	99.5%	14.9s	»
Numeric.SpecFunctions:logBeta from math-functions-0.1.5.2, A	99.8%	99.9%	99.5%	25.2s	»
Numeric.SpecFunctions:invIncompleteGamma from math-functions-0.1.5.2, D	99.7%	99.6%	99.6%	16.0s	»
Numeric.SpecFunctions:invIncompleteGamma from math-functions-0.1.5.2, B	72.3%	99.8%	99.8%	14.7s	»
Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, I	93.9%	96.1%	95.1%	52.3s	»
Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, G	84.9%	98.3%	91.5%	20.9s	»
Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, F	78.3%	98.6%	77.5%	13.4s	»
Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, C	94.8%	94.8%	95.0%	12.1s	»
Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, B	85.2%	99.8%	99.6%	36.1s	»
Numeric.SpecFunctions:invErfc from math-functions-0.1.5.2, A	95.5%	99.9%	99.9%	10.6s	»
Numeric.SpecFunctions:incompleteGamma from math-functions-0.1.5.2, B	99.4%	99.4%	99.4%	17.9s	»
Numeric.SpecFunctions:incompleteBetaWorker from math-functions-0.1.5.2, A	98.5%	98.5%	71.6%	48.6s	»
Numeric.SpecFunctions:incompleteBetaApprox from math-functions-0.1.5.2, A	68.6%	99.3%	99.8%	18.4s	»
Numeric.SpecFunctions:choose from math-functions-0.1.5.2	84.5%	96.4%	96.4%	8.6s	»
Numeric.SpecFunctions:$slogFactorial from math-functions-0.1.5.2, B	93.7%	99.6%	98.6%	23.7s	»
Numeric.SpecFunctions:$slogFactorial from math-functions-0.1.5.2, A	99.4%	100.0%	99.8%	3.2s	»
Numeric.SpecFunctions.Extra:bd0 from math-functions-0.1.5.2	77.6%	99.7%	88.6%	17.5s	»
Numeric.Signal.Multichannel:$cput from hsignal-0.2.7.1	97.0%	97.0%	96.9%	15.3s	»
Numeric.Signal.Multichannel:$cget from hsignal-0.2.7.1	97.7%	98.4%	97.3%	12.6s	»
Numeric.Log:$clog1p from log-domain-0.10.2.1, A	100.0%	100.0%	100.0%	3.6s	»
Numeric.Log:$cexpm1 from log-domain-0.10.2.1, A	100.0%	100.0%	100.0%	1.4s	»
Numeric.Interval.Internal:bisect from intervals-0.7.1, A	100.0%	100.0%	100.0%	3.0s	»
Numeric.Integration.TanhSinh:everywhere from integration-0.2.1	94.7%	99.9%	99.9%	9.5s	»
Numeric.Histogram:binBounds from Chart-1.5.3	92.6%	99.0%	97.4%	15.1s	»
Numeric.AD.Rank1.Halley:findZero from ad-4.2.4	81.6%	99.9%	99.9%	10.2s	»
Main:z from				4.0s	»
Main:bigenough3 from C	53.5%	99.8%	99.8%	12.2s	»
Linear.Quaternion:$ctanh from linear-1.19.1.3	96.1%	99.7%	99.6%	15.1s	»
Linear.Quaternion:$ctan from linear-1.19.1.3	85.1%	97.6%	96.8%	14.4s	»
Linear.Quaternion:$csinh from linear-1.19.1.3	99.9%	99.9%	99.9%	16.2s	»
Linear.Quaternion:$clog from linear-1.19.1.3	69.4%	99.6%	99.2%	7.5s	»
Linear.Quaternion:$ccosh from linear-1.19.1.3	88.9%	99.9%	99.8%	14.2s	»
Linear.Quaternion:$c/ from linear-1.19.1.3, E	99.9%	100.0%	99.9%	6.8s	»
Linear.Quaternion:$c/ from linear-1.19.1.3, D	69.0%	100.0%	100.0%	5.3s	»
Linear.Quaternion:$c/ from linear-1.19.1.3, C	63.4%	100.0%	100.0%	6.7s	»
Linear.Quaternion:$c/ from linear-1.19.1.3, B	63.4%	100.0%	100.0%	8.5s	»
Linear.Quaternion:$c/ from linear-1.19.1.3, A	98.5%	99.5%	98.5%	9.2s	»
Linear.Projection:perspective from linear-1.19.1.3, B	76.7%	99.7%	99.5%	6.0s	»
Linear.Projection:perspective from linear-1.19.1.3, A	100.0%	100.0%	100.0%	6.7s	»
Linear.Projection:inversePerspective from linear-1.19.1.3, C	76.6%	100.0%	100.0%	6.4s	»
Linear.Projection:inversePerspective from linear-1.19.1.3, B	76.6%	100.0%	100.0%	6.5s	»
Linear.Projection:inverseInfinitePerspective from linear-1.19.1.3	90.6%	97.0%	96.1%	12.4s	»
Linear.Projection:infinitePerspective from linear-1.19.1.3, A	89.4%	96.3%	97.0%	14.1s	»
Linear.Matrix:fromQuaternion from linear-1.19.1.3, B	95.3%	100.0%	100.0%	3.1s	»
Linear.Matrix:fromQuaternion from linear-1.19.1.3, A	95.0%	100.0%	100.0%	3.2s	»
Linear.Matrix:det44 from linear-1.19.1.3				2.5min	»
Linear.Matrix:det33 from linear-1.19.1.3	72.6%	80.2%	68.1%	43.4s	»
Graphics.Rendering.Plot.Render.Plot.Legend:renderLegendOutside from plot-0.2.3.4, C	99.9%	100.0%	97.7%	8.4s	»
Graphics.Rendering.Plot.Render.Plot.Legend:renderLegendOutside from plot-0.2.3.4, A	100.0%	100.0%	100.0%	2.6s	»
Graphics.Rendering.Plot.Render.Plot.Axis:tickPosition from plot-0.2.3.4	97.7%	97.7%	97.5%	11.2s	»
Graphics.Rendering.Plot.Render.Plot.Axis:renderAxisTicks from plot-0.2.3.4, B	86.2%	98.3%	98.3%	13.5s	»
Graphics.Rendering.Plot.Render.Plot.Axis:renderAxisTicks from plot-0.2.3.4, A	86.3%	98.1%	98.1%	20.0s	»
Graphics.Rendering.Plot.Render.Plot.Axis:renderAxisTick from plot-0.2.3.4, B	77.8%	90.6%	88.2%	18.2s	»
Graphics.Rendering.Plot.Render.Plot.Axis:renderAxisTick from plot-0.2.3.4, A	85.5%	97.9%	99.2%	15.4s	»
Graphics.Rendering.Plot.Render.Plot.Axis:renderAxisLine from plot-0.2.3.4, B	98.2%	98.8%	99.3%	14.3s	»
Graphics.Rendering.Plot.Render.Plot.Axis:renderAxisLine from plot-0.2.3.4, A	98.0%	98.0%	98.1%	16.2s	»
Graphics.Rendering.Chart.SparkLine:renderSparkLine from Chart-1.5.3	97.2%	99.6%	99.6%	15.9s	»
Graphics.Rendering.Chart.Plot.Vectors:renderPlotVectors from Chart-1.5.3	78.0%	100.0%	100.0%	6.6s	»
Graphics.Rendering.Chart.Plot.Pie:renderPie from Chart-1.5.3	53.5%	100.0%	100.0%	4.4s	»
Graphics.Rendering.Chart.Plot.AreaSpots:renderAreaSpots4D from Chart-1.5.3	84.0%	98.1%	97.1%	13.7s	»
Graphics.Rendering.Chart.Backend.Diagrams:calcFontMetrics from Chart-diagrams-1.5.1, B	81.8%	97.5%	98.0%	7.1s	»
Graphics.Rendering.Chart.Backend.Diagrams:calcFontMetrics from Chart-diagrams-1.5.1, A	88.2%	99.8%	93.8%	9.2s	»
Graphics.Rendering.Chart.Axis.Types:linMap from Chart-1.5.3	69.1%	90.5%	87.5%	28.1s	»
Graphics.Rendering.Chart.Axis.Types:invLinMap from Chart-1.5.3	68.6%	87.8%	83.8%	31.4s	»
Graphics.Rendering.Chart.Axis.Types:hBufferRect from Chart-1.5.3	99.9%	99.9%	99.9%	10.1s	»
Graphics.Rasterific.Svg.PathConverter:segmentToBezier from rasterific-svg-0.2.3.1, A	77.1%	99.5%	99.5%	10.8s	»
Graphics.Rasterific.Svg.PathConverter:arcToSegments from rasterific-svg-0.2.3.1	66.3%	99.7%	99.6%	14.7s	»
Graphics.Rasterific.Shading:$sradialGradientWithFocusShader from Rasterific-0.6.1, B	91.0%	97.7%	91.0%	11.2s	»
Graphics.Rasterific.Shading:$sgradientColorAt from Rasterific-0.6.1	100.0%	100.0%	100.0%	10.8s	»
Graphics.Rasterific.CubicBezier:cachedBezierAt from Rasterific-0.6.1	92.3%	96.0%	97.7%	14.4s	»
FRP.Yampa.Vector3:vector3Rho from Yampa-0.10.2	45.4%	99.2%	71.3%	7.0s	»
Examples.Basics.ProofTests:f4 from sbv-4.4	93.5%	98.9%	93.5%	4.0s	»
Examples.Basics.BasicTests:f3 from sbv-4.4	100.0%	100.0%	93.5%	4.1s	»
Diagrams.TwoD.Segment:bezierClip from diagrams-lib-1.3.0.3	97.8%	100.0%	100.0%	6.3s	»
Diagrams.TwoD.Segment.Bernstein:evaluateBernstein from diagrams-lib-1.3.0.3	88.2%	99.3%	99.4%	11.9s	»
Diagrams.TwoD.Layout.CirclePacking:approxRadius from diagrams-contrib-1.3.0.5	44.4%	55.1%	54.4%	32.7s	»
Diagrams.TwoD.Arc:bezierFromSweepQ1 from diagrams-lib-1.3.0.3	93.7%	99.8%	99.8%	13.4s	»
Diagrams.TwoD.Arc:arcBetween from diagrams-lib-1.3.0.3	50.9%	81.0%	51.3%	12.4s	»
Diagrams.TwoD.Apollonian:initialConfig from diagrams-contrib-1.3.0.5, B	68.9%	99.7%	99.3%	11.1s	»
Diagrams.TwoD.Apollonian:initialConfig from diagrams-contrib-1.3.0.5, A	69.0%	99.9%	99.9%	12.0s	»
Diagrams.TwoD.Apollonian:descartes from diagrams-contrib-1.3.0.5	70.2%	94.1%	83.0%	17.1s	»
Diagrams.Trail:splitAtParam from diagrams-lib-1.3.0.3, D	65.9%	99.8%	99.6%	13.5s	»
Diagrams.Trail:splitAtParam from diagrams-lib-1.3.0.3, B	87.9%	100.0%	99.9%	5.2s	»
Diagrams.Trail:splitAtParam from diagrams-lib-1.3.0.3, A	89.0%	98.7%	99.5%	14.3s	»
Diagrams.ThreeD.Shapes:frustum from diagrams-lib-1.3.0.3, A	89.7%	95.8%	94.0%	19.4s	»
Diagrams.Tangent:$catParam from diagrams-lib-1.3.0.3, E	99.7%	99.8%	99.7%	8.0s	»
Diagrams.Tangent:$catParam from diagrams-lib-1.3.0.3, D	99.8%	99.8%	99.9%	8.4s	»
Diagrams.Solve.Tridiagonal:solveTriDiagonal from diagrams-solve-0.1, C	100.0%	100.0%	87.4%	3.2s	»
Diagrams.Solve.Tridiagonal:solveTriDiagonal from diagrams-solve-0.1, B	95.6%	97.7%	96.6%	13.2s	»
Diagrams.Solve.Tridiagonal:solveTriDiagonal from diagrams-solve-0.1, A	85.6%	93.9%	97.2%	13.9s	»
Diagrams.Solve.Tridiagonal:solveCyclicTriDiagonal from diagrams-solve-0.1, B	75.1%	87.2%	79.0%	17.7s	»
Diagrams.Solve.Tridiagonal:solveCyclicTriDiagonal from diagrams-solve-0.1, A	92.2%	92.7%	92.1%	6.6s	»
Diagrams.Solve.Polynomial:quartForm from diagrams-solve-0.1, B	100.0%	100.0%	100.0%	6.7s	»
Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, K	70.4%	77.8%	74.6%	42.7s	»
Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, J	79.4%	90.5%	80.5%	21.8s	»
Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, I	91.4%	93.5%	93.5%	17.9s	»
Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, H	95.6%	96.0%	96.0%	17.2s	»
Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, G	100.0%	100.0%	100.0%	2.0s	»
Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, E	85.9%	91.6%	89.7%	31.8s	»
Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, D	98.0%	99.6%	98.1%	41.1s	»
Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, C	99.7%	99.7%	99.6%	4.4s	»
Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, B	99.8%	99.8%	99.8%	8.2s	»
Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, A	95.2%	98.8%	94.7%	21.8s	»
Diagrams.Segment:$catParam from diagrams-lib-1.3.0.3, B	99.7%	99.7%	99.7%	4.7s	»
Diagrams.Segment:$catParam from diagrams-lib-1.3.0.3, A	88.4%	99.7%	99.7%	7.1s	»
Diagrams.Color.HSV:lerp from diagrams-contrib-1.3.0.5	97.8%	100.0%	100.0%	7.4s	»
Diagrams.Backend.Rasterific:rasterificRadialGradient from diagrams-rasterific-1.3.1.3	88.3%	99.9%	93.4%	11.0s	»
Diagrams.Backend.Cairo.Internal:setTexture from diagrams-cairo-1.3.0.3	84.3%	96.8%	96.2%	10.6s	»
Development.Shake.Progress:message from shake-0.15.5	99.4%	99.7%	99.7%	5.9s	»
Development.Shake.Progress:decay from shake-0.15.5	65.9%	90.2%	73.0%	25.9s	»
Development.Shake.Profile:generateTrace from shake-0.15.5	100.0%	100.0%	100.0%	2.6s	»
Data.Spline.Key:interpolateKeys from smoothie-0.4.0.2	99.8%	99.8%	99.8%	7.8s	»
Data.Random.Distribution.Triangular:triangularCDF from random-fu-0.2.6.2, B	88.9%	97.0%	87.7%	18.6s	»
Data.Random.Distribution.T:$ccdf from random-fu-0.2.6.2	99.9%	100.0%	100.0%	5.4s	»
Data.Random.Distribution.Normal:normalTail from random-fu-0.2.6.2	100.0%	100.0%	100.0%	3.0s	»
Data.Octree.Internal:octantDistance from Octree-0.5.4.2	54.1%	100.0%	74.0%	3.6s	»
Data.Number.Erf:$dmerfcx from erf-2.0.0.0	100.0%	100.0%	100.0%	5.1s	»
Data.Number.Erf:$cinvnormcdf from erf-2.0.0.0, A	99.5%	99.8%	99.5%	24.3s	»
Data.Metrics.Snapshot:quantile from metrics-0.3.0.2	100.0%	100.0%	96.5%	12.9s	»
Data.HyperLogLog.Type:size from hyperloglog-0.3.4, B	77.6%	98.9%	88.0%	14.2s	»
Data.HyperLogLog.Type:size from hyperloglog-0.3.4, A	30.7%	97.2%	30.7%	10.8s	»
Data.HashTable.ST.Basic:computeOverhead from hashtables-1.2.0.2	86.2%	99.6%	99.3%	15.2s	»
Data.Colour.RGBSpace.HSV:hsv from colour-2.3.3, J	96.2%	97.7%	99.8%	11.2s	»
Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, E	99.7%	99.8%	99.8%	11.2s	»
Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, B	100.0%	100.0%	100.0%	3.0s	»
Data.Colour.RGB:hslsv from colour-2.3.3, E	100.0%	100.0%	100.0%	4.4s	»
Data.Colour.RGB:hslsv from colour-2.3.3, D	100.0%	100.0%	100.0%	5.4s	»
Data.Colour.RGB:hslsv from colour-2.3.3, C	100.0%	100.0%	100.0%	8.7s	»
Data.Colour.RGB:hslsv from colour-2.3.3, B	99.4%	99.8%	99.8%	21.3s	»
Data.Colour.Matrix:inverse from colour-2.3.3, B	91.6%	97.3%	92.2%	13.3s	»
Data.Colour.Matrix:determinant from colour-2.3.3, A	73.2%	82.4%	59.2%	42.4s	»
Data.Colour.CIE:cieLAB from colour-2.3.3, A	99.7%	99.7%	99.7%	8.0s	»
Data.Array.Repa.Algorithms.Pixel:doubleRmsOfRGB8 from repa-algorithms-3.4.0.1	45.3%	99.4%	62.4%	9.8s	»
Data.Array.Repa.Algorithms.ColorRamp:rampColorHotToCold from repa-algorithms-3.4.0.1, B	99.8%	99.8%	97.9%	9.2s	»
Data.Approximate.Numerics:blog from approximate-0.2.2.1	99.8%	99.9%	99.9%	12.1s	»
Crypto.Random.Test:calculate from crypto-random-0.0.9	92.9%	99.9%	99.9%	5.7s	»
Codec.Picture.Types:toneMapping from JuicyPixels-3.2.6.1	88.7%	99.9%	99.8%	10.1s	»
Codec.Picture.Jpg.FastDct:referenceDct from JuicyPixels-3.2.6.1	26.9%	31.0%	30.0%	27.0s	»
AI.Clustering.Hierarchical.Internal:ward from clustering-0.2.1	61.0%	98.5%	82.7%	22.9s	»
powComplex, real part	41.0%	81.5%		29.0s	»
powComplex, imaginary part	41.1%	79.7%		44.9s	»
normal distribution	99.4%	99.7%		26.2s	»
math.square on complex, real part	93.6%	97.2%		3.3s	»
math.square on complex, imaginary part	100.0%	100.0%		2.0s	»
math.sqrt on complex, imaginary part, im greater than 0 branch	41.4%	86.8%		11.0s	»
math.sin on complex, real part	100.0%	100.0%		16.8s	»
math.log10 on complex, real part	51.8%	99.5%		12.0s	»
math.log10 on complex, imaginary part	98.7%	99.8%		8.8s	»
math.log/2 on complex, real part	51.5%	99.4%		17.7s	»
math.log/2 on complex, imaginary part	50.1%	99.5%		12.8s	»
math.log/1 on complex, real part	52.3%	100.0%		3.9s	»
math.log/1 on complex, imaginary part	100.0%	100.0%		2.0s	»
math.exp on complex, real part	100.0%	100.0%		12.1s	»
math.exp on complex, imaginary part	100.0%	100.0%		9.2s	»
math.cos on complex, real part	100.0%	100.0%		12.1s	»
math.arg on complex	100.0%	100.0%		2.2s	»
math.abs on complex (squared)	100.0%	100.0%		3.2s	»
math.abs on complex	54.1%	100.0%		4.1s	»
_multiplyComplex, real part	99.1%	99.6%		4.2s	»
_multiplyComplex, imaginary part	99.1%	99.6%		3.6s	»
_divideComplex, real part	61.7%	83.0%		14.8s	»
_divideComplex, imaginary part	61.5%	85.2%		14.8s	»
Rust f64::atanh	100.0%	100.0%		10.4s	»
Rust f32::atanh	99.8%	99.7%		16.7s	»
Octave 3.8, oct_fill_randg	99.7%	99.8%		19.6s	»
Octave 3.8, jcobi/4, as called	27.4%	99.5%		7.5s	»
Octave 3.8, jcobi/4	15.3%	83.9%		51.6s	»
Octave 3.8, jcobi/3	94.5%	99.7%		24.6s	»
Octave 3.8, jcobi/2	63.0%	97.6%		29.2s	»
Octave 3.8, jcobi/1	74.4%	99.9%		17.5s	»
Jmat.Real.lambertw, estimator	99.6%	100.0%		7.9s	»
Jmat.Real.gamma, branch z less than 0.5	95.3%	99.1%		1.1min	»
Jmat.Real.gamma, branch z greater than 0.5				3.4s	»
Jmat.Real.erfi, branch x less than or equal to 0.5	99.8%	99.8%		19.2s	»
Jmat.Real.erfi, branch x greater than or equal to 5	100.0%	100.0%		1.3min	»
Jmat.Real.erf	79.5%	99.1%		58.7s	»
Jmat.Real.dawson	53.4%	100.0%		10.4s	»
math.sqrt on complex, real part	41.5%	85.4%	48.9%	8.4s	»
math.sin on complex, imaginary part	54.6%	99.7%	99.8%	14.5s	»
math.cube on real	99.9%	100.0%	100.0%	2.4s	»
math.cube on complex, real part	82.8%	95.9%	86.8%	10.5s	»
math.cube on complex, imaginary part	82.4%	97.1%	91.5%	10.8s	»
math.cos on complex, imaginary part	66.0%	99.7%	99.8%	15.0s	»
Rust f64::asinh	30.6%	99.5%	99.9%	8.9s	»
Rust f64::acosh	52.0%	99.6%	100.0%	9.6s	»
Rust f32::asinh	37.6%	99.4%	99.5%	10.4s	»
Rust f32::acosh	52.1%	98.2%	99.1%	13.1s	»
Jmat.Real.lambertw, newton loop step	39.3%	99.9%	64.1%	17.5s	»
Ian Simplification	7.1%	7.6%	100.0%	29.4s	»
FastMath test5	99.9%	100.0%	100.0%	2.7s	»
FastMath test3	97.7%	100.0%	99.9%	9.6s	»
FastMath test2	99.7%	100.0%	100.0%	4.6s	»
FastMath test1	99.6%	100.0%	100.0%	1.9s	»
FastMath repmul	99.9%	100.0%	100.0%	2.8s	»
FastMath dist4	87.5%	100.0%	100.0%	10.1s	»
FastMath dist3	97.6%	100.0%	100.0%	5.9s	»
FastMath dist	97.8%	100.0%	100.0%	3.3s	»
symmetry log of sum of exp	30.5%	73.7%		12.1s	»
raw-angle from scale-rotated-ellipse				2.5min	»
b parameter of renormalized beta distribution	99.9%	99.9%		20.6s	»
b from scale-rotated-ellipse				2.5min	»
ab-angle->ABCF D	82.4%	99.7%		7.3s	»
ab-angle->ABCF C	79.8%	79.7%		33.3s	»
ab-angle->ABCF B	54.8%	67.2%		31.1s	»
ab-angle->ABCF A	79.8%	78.9%		34.9s	»
a parameter of renormalized beta distribution	99.8%	99.8%		32.1s	»
a from scale-rotated-ellipse	2.7%	39.3%		2.4min	»
Trigonometry B	99.5%	99.5%		20.1s	»
Trigonometry A	99.8%	99.8%		12.4s	»
Spherical law of cosines	74.3%	93.8%		43.1s	»
Simplification of discriminant from scale-rotated-ellipse	25.5%	95.5%		1.7min	»
Quadratic roots, wide range				2.6s	»
Quadratic roots, narrow range				0.1s	»
Quadratic roots, medium range				1.5s	»
Quadratic roots, full range	51.6%	90.6%		19.1s	»
Midpoint on a great circle	98.5%	99.6%		27.5s	»
Logistic function from Lakshay Garg	54.5%	99.9%		20.1s	»
Hyperbolic tangent	5.0%	51.4%		6.5s	»
Hyperbolic sine	55.1%	99.5%		7.2s	»
Hyperbolic secant	100.0%	100.0%		4.2s	»
Hyperbolic arc-cosine	52.0%	99.6%		10.3s	»
Hyperbolic arc-(co)tangent	8.7%	99.6%		9.1s	»
Hyperbolic arc-(co)secant	99.9%	99.9%		10.5s	»
Example from Robby	99.8%	99.8%		31.9s	»
Example 2 from Robby	99.8%	99.8%		28.0s	»
Equirectangular approximation to distance on a great circle	59.5%	99.9%		24.2s	»
Eccentricity of an ellipse				2.5s	»
Distance on a great circle	62.7%	62.6%		2.2min	»
Destination given bearing on a great circle	99.8%	99.8%		28.8s	»
Cubic critical, wide range				2.4s	»
Cubic critical, narrow range				0.1s	»
Cubic critical, medium range				2.0s	»
Cubic critical	51.5%	86.8%		24.9s	»
Bearing on a great circle	79.1%	99.7%		47.8s	»
Asymptote C	53.6%	99.9%		9.3s	»
Asymptote B	100.0%	100.0%		3.9s	»
Asymptote A	77.1%	99.9%		7.4s	»
ABCF->ab-angle b	18.3%	43.5%		56.1s	»
ABCF->ab-angle angle	53.9%	81.5%		29.6s	»
ABCF->ab-angle a	19.0%	48.0%		55.4s	»
2-ancestry mixing, zero discriminant	76.7%	98.7%		23.7s	»
2-ancestry mixing, positive discriminant	43.2%	95.6%		54.9s	»
2-ancestry mixing, negative discriminant	98.5%	98.5%		19.5s	»
Quotient of sum of exps	68.9%	83.8%	100.0%	11.5s	»
Quotient of products	86.1%	97.3%	86.8%	7.2s	»
Logistic regression 2	79.2%	89.7%	99.9%	11.2s	»
Hyperbolic arcsine	18.2%	99.9%	30.6%	9.0s	»
Harley's example				8.3s	»
Exp of sum of logs	92.2%	100.0%	100.0%	8.2s	»
(- (/ x0 (- 1 x1)) x0)				0.0s	»
arccos	100.0%	100.0%		9.4s	»
Rump's expression from Stadtherr's award speech	9.2%	9.2%		3.0s	»
Rosa's TurbineBenchmark	84.6%	99.9%		15.4s	»
Rosa's FloatVsDoubleBenchmark	69.9%	99.5%		58.2s	»
Rosa's DopplerBench	72.7%	97.8%		19.5s	»
Rosa's Benchmark	99.7%	99.7%		8.4s	»
Radioactive exchange between two surfaces	85.2%	95.0%		8.2s	»
NMSE Section 6.1 mentioned, B	78.8%	99.6%		15.3s	»
NMSE Section 6.1 mentioned, A	64.3%	99.2%		21.4s	»
Kahan's Unum-Targeted Monster				6.6s	»
Kahan's Monster				3.8s	»
Kahan p13 Example 3	99.9%	99.9%		12.6s	»
Kahan p13 Example 2	99.9%	100.0%		14.9s	»
Kahan p13 Example 1	99.9%	99.9%		11.1s	»
From Warwick Tucker's Validated Numerics	9.2%	100.0%		3.6s	»
From Rump in a 1983 paper, rewritten	3.1%	100.0%		5.1s	»
From Rump in a 1983 paper	18.8%	100.0%		6.0s	»
ENA, Section 1.4, Mentioned, B	87.7%	99.6%		9.7s	»
ENA, Section 1.4, Exercise 4b, n=5	92.4%	98.8%		12.3s	»
ENA, Section 1.4, Exercise 4b, n=2	77.9%	100.0%		7.4s	»
ENA, Section 1.4, Exercise 1	94.5%	99.3%		23.8s	»
x / (x^2 + 1)	76.4%	100.0%	99.8%	3.2s	»
simple fma test	29.6%	100.0%	100.0%	5.1s	»
ln(1 + x)	39.6%	100.0%	99.8%	4.1s	»
fma_test2	34.1%	99.6%	99.6%	8.5s	»
fma_test1	3.4%	99.4%	21.0%	4.2s	»
The quadratic formula (r2)	51.2%	87.3%	69.9%	18.6s	»
The quadratic formula (r1)	51.6%	90.6%	69.9%	19.4s	»
Rectangular parallelepiped of dimension a×b×c	100.0%	100.0%	100.0%	1.4s	»
Kahan's exp quotient	53.9%	100.0%	53.5%	5.6s	»
Kahan p9 Example	66.0%	99.9%	99.9%	14.9s	»
Expression, p6	94.3%	100.0%	94.0%	11.2s	»
Expression, p14	99.9%	100.0%	99.9%	42.8s	»
Expression 4, p15	100.0%	100.0%	100.0%	7.7s	»
Expression 3, p15	100.0%	100.0%	100.0%	5.1s	»
Expression 2, p15	100.0%	100.0%	100.0%	4.7s	»
Expression 1, p15	99.4%	99.6%	99.7%	14.2s	»
ENA, Section 1.4, Mentioned, A	53.7%	100.0%	100.0%	3.5s	»
ENA, Section 1.4, Exercise 4d	68.6%	99.5%	99.5%	19.5s	»
ENA, Section 1.4, Exercise 4a	61.1%	99.8%	99.8%	13.3s	»
Difference of squares	93.6%	97.2%	100.0%	3.9s	»
Compound Interest	25.6%	98.5%	26.9%	31.7s	»
Complex division, real part	61.7%	86.3%	99.3%	14.0s	»
Complex division, imag part	61.5%	95.0%	99.4%	16.8s	»
Area of a triangle				2.6s	»
UniformSampleCone, z				0.2s	»
UniformSampleCone, y				0.2s	»
UniformSampleCone, x				0.2s	»
UniformSampleCone 2				1.3s	»
Trowbridge-Reitz Sample, sample surface normal, cosTheta				0.3s	»
Trowbridge-Reitz Sample, near normal, slope_y				0.2s	»
Trowbridge-Reitz Sample, near normal, slope_x				0.2s	»
Sample trimmed logistic on [-pi, pi]				1.7s	»
Logistic function	99.8%	99.8%		22.3s	»
Logistic distribution	99.5%	99.5%		28.8s	»
Lanczos kernel	97.9%	97.9%		18.0s	»
HairBSDF, sample_f, cosTheta	100.0%	100.0%		17.2s	»
HairBSDF, gamma for a refracted ray	57.7%	97.1%		57.8s	»
HairBSDF, Mp, upper	99.4%	99.5%		21.6s	»
HairBSDF, Mp, lower	99.7%	99.7%		26.9s	»
GTR1 distribution	98.6%	98.7%		17.8s	»
Disney BSSRDF, sample scattering profile, upper	96.0%	98.2%		20.3s	»
Disney BSSRDF, sample scattering profile, lower				0.7s	»
Disney BSSRDF, PDF of scattering profile				0.5s	»
Curve intersection, scale width based on ribbon orientation				1.9s	»
Beckmann Sample, normalization factor	97.6%	98.2%		17.3s	»
Beckmann Sample, near normal, slope_y				0.2s	»
Beckmann Sample, near normal, slope_x				0.2s	»
Beckmann Distribution sample, tan2theta, alphax == alphay	56.1%	99.0%		40.1s	»
Beckmann Distribution sample, tan2theta, alphax != alphay, u1 <= 0.5				1.8s	»
VandenBroeck and Keller, Equation (6)	77.1%	98.8%		20.1s	»
VandenBroeck and Keller, Equation (24)	99.7%	99.8%		14.4s	»
VandenBroeck and Keller, Equation (23)	77.0%	99.7%		33.1s	»
VandenBroeck and Keller, Equation (20)	3.6%	51.4%		32.4s	»
Toniolo and Linder, Equation (7)	32.9%	82.0%		43.2s	»
Toniolo and Linder, Equation (3b), real	93.6%	99.7%		37.0s	»
Toniolo and Linder, Equation (3a)	98.3%	100.0%		25.0s	»
Toniolo and Linder, Equation (2)	84.1%	98.8%		46.6s	»
Toniolo and Linder, Equation (13)	50.2%	59.8%		39.3s	»
Toniolo and Linder, Equation (10-)	35.9%	91.5%		38.6s	»
Toniolo and Linder, Equation (10+)	54.3%	85.7%		31.1s	»
Migdal et al, Equation (64)	99.5%	99.6%		17.1s	»

Test

Start

Result ?

Target ?

Time

subtraction fraction

100.0%

6.4s

sqrt times

99.2%

99.6%

7.9s

neg log

100.0%

6.7s

jeff quadratic root 2

7.1s

jeff quadratic root 1

7.2s

fabs fraction 2

100.0%

2.3s

fabs fraction 1

92.2%

99.5%

10.5s

exp neg sub

100.0%

2.7s

sqrt sqr

50.1%

100.0%

4.5s

sqrtexp (problem 3.4.4)

27.6%

100.0%

5.7s

sintan (problem 3.4.5)

51.7%

99.6%

17.3s

quad2p (problem 3.2.1, positive)

51.6%

83.5%

20.6s

quad2m (problem 3.2.1, negative)

51.2%

84.7%

17.4s

cos2 (problem 3.4.1)

51.7%

99.8%

13.9s

2nthrt (problem 3.4.6)

48.8%

82.9%

56.8s

2log (problem 3.3.6)

54.2%

99.9%

10.8s

2frac (problem 3.3.1)

77.1%

99.9%

7.1s

2cos (problem 3.3.5)

38.0%

99.5%

17.7s

2cbrt (problem 3.3.4)

53.6%

99.4%

35.0s

tanhf (example 3.4)

53.6%

100.0%

4.5s

quadp (p42, positive)

51.6%

87.1%

69.9%

16.4s

quadm (p42, negative)

51.2%

87.3%

69.9%

17.5s

qlog (example 3.10)

4.4%

100.0%

99.4%

7.3s

logs (example 3.8)

1.6%

100.0%

15.1s

logq (problem 3.4.3)

8.7%

99.6%

8.2s

invcot (example 3.9)

6.6%

99.5%

99.8%

18.1s

expq3 (problem 3.4.2)

5.1%

91.9%

77.3%

25.5s

expq2 (section 3.11)

28.7%

79.9%

53.9%

11.3s

expm1 (example 3.7)

39.3%

100.0%

89.3%

7.1s

expax (section 3.5)

65.5%

100.0%

99.8%

3.4s

exp2 (problem 3.3.7)

77.1%

100.0%

8.5s

3frac (problem 3.3.3)

84.5%

99.9%

99.5%

10.6s

2tan (problem 3.3.2)

41.7%

99.5%

75.9%

26.4s

2sqrt (example 3.1)

53.5%

99.8%

12.1s

2sin (example 3.3)

41.4%

99.6%

75.9%

17.7s

2isqrt (example 3.6)

69.3%

99.8%

99.0%

15.6s

2atan (example 3.5)

76.3%

99.5%

9.3s

Text.Parsec.Token:makeTokenParser from parsec-3.1.9, B

100.0%

3.1s

Text.Parsec.Token:makeTokenParser from parsec-3.1.9, A

100.0%

2.9s

System.Random.MWC.Distributions:standard from mwc-random-0.13.3.2

100.0%

2.8s

System.Random.MWC.Distributions:blocks from mwc-random-0.13.3.2

100.0%

1.4s

SynthBasics:oscSampleBasedAux from YampaSynth-0.2

100.0%

7.8s

Statistics.Sample:robustSumVarWeighted from math-functions-0.1.5.2

99.9%

5.3s

Statistics.Sample:$swelfordMean from math-functions-0.1.5.2

100.0%

7.7s

Statistics.Distribution.Poisson:$clogProbability from math-functions-0.1.5.2

99.9%

14.3s

Statistics.Distribution.Binomial:directEntropy from math-functions-0.1.5.2

99.6%

9.2s

Statistics.Distribution.Binomial:$cvariance from math-functions-0.1.5.2

99.9%

11.8s

Statistics.Distribution.Beta:$centropy from math-functions-0.1.5.2

95.2%

97.7%

18.1s

Statistics.Distribution.Beta:$cdensity from math-functions-0.1.5.2

89.1%

99.8%

29.8s

Prelude:atanh from fay-base-0.20.0.1

100.0%

4.2s

Optimisation.CirclePacking:place from circle-packing-0.1.0.4, I

100.0%

2.3s

Optimisation.CirclePacking:place from circle-packing-0.1.0.4, H

100.0%

4.4s

Optimisation.CirclePacking:place from circle-packing-0.1.0.4, G

100.0%

2.9s

Optimisation.CirclePacking:place from circle-packing-0.1.0.4, C

100.0%

3.8s

Optimisation.CirclePacking:place from circle-packing-0.1.0.4, B

99.9%

11.3s

Optimisation.CirclePacking:place from circle-packing-0.1.0.4, A

100.0%

6.3s

Numeric.SpecFunctions:logGammaCorrection from math-functions-0.1.5.2

100.0%

2.0s

Numeric.SpecFunctions:logGamma from math-functions-0.1.5.2, A

100.0%

5.5s

Numeric.SpecFunctions:logGamma from math-functions-0.1.5.2

56.3%

84.9%

37.4s

Numeric.SpecFunctions:logBeta from math-functions-0.1.5.2, B

99.8%

36.8s

Numeric.SpecFunctions:log1p from math-functions-0.1.5.2, B

100.0%

2.1s

Numeric.SpecFunctions:log1p from math-functions-0.1.5.2, A

99.9%

7.5s

Numeric.SpecFunctions:invIncompleteGamma from math-functions-0.1.5.2, C

100.0%

9.1s

Numeric.SpecFunctions:invIncompleteGamma from math-functions-0.1.5.2, A

99.9%

8.4s

Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, H

99.8%

5.0s

Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, E

99.9%

15.8s

Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, D

100.0%

10.6s

Numeric.SpecFunctions:invErfc from math-functions-0.1.5.2, B

99.9%

9.7s

Numeric.SpecFunctions:incompleteGamma from math-functions-0.1.5.2, A

99.9%

22.4s

Numeric.SpecFunctions:incompleteBetaApprox from math-functions-0.1.5.2, B

96.7%

99.7%

41.0s

Numeric.Signal:interpolate from hsignal-0.2.7.1

80.6%

94.7%

24.3s

Numeric.Log:$clog1p from log-domain-0.10.2.1, B

99.7%

99.5%

5.2s

Numeric.Log:$cexpm1 from log-domain-0.10.2.1, B

100.0%

3.2s

Numeric.LinearAlgebra.Util:formatSparse from hmatrix-0.16.1.5

100.0%

8.6s

Numeric.Interval.Internal:scale from intervals-0.7.1, B

100.0%

2.4s

Numeric.Integration.TanhSinh:simpson from integration-0.2.1

100.0%

2.3s

Numeric.Integration.TanhSinh:nonNegative from integration-0.2.1

100.0%

3.5s

Main:i from

100.0%

2.0s

Main:bigenough2 from A

100.0%

4.1s

Main:bigenough1 from B

100.0%

2.2s

Linear.V4:$cdot from linear-1.19.1.3, C

95.7%

98.0%

12.8s

Linear.V3:cross from linear-1.19.1.3

99.3%

99.7%

4.1s

Linear.V3:$cdot from linear-1.19.1.3, B

97.5%

98.2%

7.7s

Linear.V2:$cdot from linear-1.19.1.3, A

99.1%

99.5%

4.0s

Linear.Quaternion:$csin from linear-1.19.1.3

100.0%

13.1s

Linear.Quaternion:$cexp from linear-1.19.1.3

99.8%

99.7%

9.1s

Linear.Quaternion:$ccos from linear-1.19.1.3

100.0%

15.0s

Language.Haskell.HsColour.ColourHighlight:unbase from hscolour-1.23

99.9%

9.3s

Hakyll.Web.Tags:renderTagCloud from hakyll-4.7.2.3

87.5%

98.7%

26.7s

Graphics.Rendering.Plot.Render.Plot.Legend:renderLegendOutside from plot-0.2.3.4, B

99.8%

99.9%

10.0s

Graphics.Rendering.Plot.Render.Plot.Legend:renderLegendInside from plot-0.2.3.4

99.9%

100.0%

7.5s

Graphics.Rendering.Chart.Plot.AreaSpots:renderSpotLegend from Chart-1.5.3

99.9%

4.5s

Graphics.Rendering.Chart.Drawing:drawTextsR from Chart-1.5.3

97.8%

100.0%

4.8s

Graphics.Rasterific.Svg.PathConverter:segmentToBezier from rasterific-svg-0.2.3.1, C

99.9%

11.2s

Graphics.Rasterific.Svg.PathConverter:segmentToBezier from rasterific-svg-0.2.3.1, B

99.9%

12.5s

Graphics.Rasterific.Shading:$sradialGradientWithFocusShader from Rasterific-0.6.1, A

100.0%

1.5s

Graphics.Rasterific.Shading:$sradialGradientWithFocusShader from Rasterific-0.6.1

100.0%

3.0s

Graphics.Rasterific.QuadraticFormula:discriminant from Rasterific-0.6.1

98.2%

99.5%

4.5s

Graphics.Rasterific.Linear:$cquadrance from Rasterific-0.6.1

100.0%

2.7s

Graphics.Rasterific.CubicBezier:isSufficientlyFlat from Rasterific-0.6.1

100.0%

1.4s

Examples.Basics.BasicTests:f2 from sbv-4.4

93.6%

97.2%

3.6s

Examples.Basics.BasicTests:f1 from sbv-4.4

100.0%

2.6s

Diagrams.TwoD.Path.Metafont.Internal:hobbyF from diagrams-contrib-1.3.0.5

99.3%

45.3s

Diagrams.TwoD.Ellipse:ellipse from diagrams-lib-1.3.0.3

100.0%

5.4s

Diagrams.Trail:splitAtParam from diagrams-lib-1.3.0.3, C

100.0%

7.3s

Diagrams.ThreeD.Transform:aboutY from diagrams-lib-1.3.0.3

99.8%

12.7s

Diagrams.ThreeD.Transform:aboutX from diagrams-lib-1.3.0.3, B

99.8%

11.2s

Diagrams.ThreeD.Transform:aboutX from diagrams-lib-1.3.0.3, A

99.8%

13.2s

Diagrams.ThreeD.Shapes:frustum from diagrams-lib-1.3.0.3, B

100.0%

6.0s

Diagrams.Tangent:$catParam from diagrams-lib-1.3.0.3, F

99.8%

4.8s

Diagrams.Solve.Polynomial:quartForm from diagrams-solve-0.1, E

100.0%

2.1s

Diagrams.Solve.Polynomial:quartForm from diagrams-solve-0.1, D

100.0%

2.7s

Diagrams.Solve.Polynomial:quartForm from diagrams-solve-0.1, C

97.8%

98.1%

12.2s

Diagrams.Solve.Polynomial:quartForm from diagrams-solve-0.1, A

99.9%

100.0%

7.4s

Diagrams.Solve.Polynomial:quadForm from diagrams-solve-0.1, C

100.0%

3.6s

Diagrams.Solve.Polynomial:quadForm from diagrams-solve-0.1, B

99.8%

13.8s

Diagrams.Solve.Polynomial:quadForm from diagrams-solve-0.1, A

99.9%

100.0%

3.6s

Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, F

99.6%

5.2s

Diagrams.Segment:$catParam from diagrams-lib-1.3.0.3, C

99.9%

100.0%

2.3s

Diagrams.Backend.Rasterific:$crender from diagrams-rasterific-1.3.1.3

97.8%

100.0%

6.3s

Data.Random.Distribution.Triangular:triangularCDF from random-fu-0.2.6.2, A

99.1%

14.6s

Data.Random.Distribution.Normal:normalF from random-fu-0.2.6.2

100.0%

2.7s

Data.Random.Distribution.Normal:doubleStdNormalZ from random-fu-0.2.6.2

100.0%

1.5s

Data.Random.Dice:roll from dice-0.1

100.0%

1.8s

Data.Number.Erf:$cinvnormcdf from erf-2.0.0.0, B

99.9%

7.9s

Data.HyperLogLog.Config:hll from hyperloglog-0.3.4

99.8%

6.1s

Data.Histogram.Bin.LogBinD:$cbinSizeN from histogram-fill-0.8.4.1

100.0%

2.8s

Data.Histogram.Bin.BinF:$cfromIndex from histogram-fill-0.8.4.1

100.0%

5.6s

Data.Colour.SRGB:transferFunction from colour-2.3.3

100.0%

3.9s

Data.Colour.SRGB:invTransferFunction from colour-2.3.3

100.0%

7.3s

Data.Colour.RGBSpace.HSV:hsv from colour-2.3.3, I

96.2%

99.7%

7.1s

Data.Colour.RGBSpace.HSV:hsv from colour-2.3.3, H

100.0%

3.3s

Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, G

100.0%

4.3s

Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, F

100.0%

3.2s

Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, D

99.5%

99.7%

14.0s

Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, C

100.0%

2.5s

Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, A

100.0%

4.1s

Data.Colour.RGB:hslsv from colour-2.3.3, A

100.0%

2.3s

Data.Colour.CIE:lightness from colour-2.3.3

100.0%

2.3s

Data.Colour.CIE:cieLABView from colour-2.3.3, C

100.0%

5.5s

Data.Colour.CIE:cieLABView from colour-2.3.3, B

100.0%

4.0s

Data.Colour.CIE:cieLABView from colour-2.3.3, A

99.9%

9.5s

Data.Colour.CIE:cieLAB from colour-2.3.3, D

100.0%

3.6s

Data.Colour.CIE:cieLAB from colour-2.3.3, C

100.0%

4.2s

Data.Colour.CIE:cieLAB from colour-2.3.3, B

100.0%

1.5s

Data.Colour.CIE.Chromaticity:chromaCoords from colour-2.3.3

100.0%

3.6s

Data.Array.Repa.Algorithms.ColorRamp:rampColorHotToCold from repa-algorithms-3.4.0.1, C

99.9%

100.0%

7.5s

Data.Array.Repa.Algorithms.ColorRamp:rampColorHotToCold from repa-algorithms-3.4.0.1, A

99.8%

8.1s

AI.Clustering.Hierarchical.Internal:average from clustering-0.2.1, B

100.0%

4.3s

AI.Clustering.Hierarchical.Internal:average from clustering-0.2.1, A

100.0%

4.6s

System.Random.MWC.Distributions:truncatedExp from mwc-random-0.13.3.2

56.4%

90.0%

67.6%

22.1s

System.Random.MWC.Distributions:gamma from mwc-random-0.13.3.2

99.9%

99.8%

17.8s

SynthBasics:moogVCF from YampaSynth-0.2

93.0%

97.8%

97.1%

15.2s

Statistics.Sample:$skurtosis from math-functions-0.1.5.2

94.5%

99.9%

5.7s

Statistics.Math.RootFinding:ridders from math-functions-0.1.5.2

62.4%

91.1%

89.0%

26.7s

Statistics.Distribution.Poisson.Internal:probability from math-functions-0.1.5.2

100.0%

13.9s

Statistics.Distribution.CauchyLorentz:$cdensity from math-functions-0.1.5.2

90.8%

97.7%

92.6%

14.8s

Statistics.Distribution.Beta:$cvariance from math-functions-0.1.5.2

83.2%

97.7%

95.3%

14.4s

Statistics.Correlation.Kendall:numOfTiesBy from math-functions-0.1.5.2

100.0%

2.7s

ReportTypes:explainFloat from gipeda-0.1.2.1

100.0%

3.8s

Physics.ForceLayout:coulombForce from force-layout-0.4.0.2

88.2%

99.8%

4.9s

Optimisation.CirclePacking:place from circle-packing-0.1.0.4, F

93.3%

99.6%

99.2%

17.1s

Optimisation.CirclePacking:place from circle-packing-0.1.0.4, E

93.3%

99.5%

99.2%

14.9s

Optimisation.CirclePacking:place from circle-packing-0.1.0.4, D

92.3%

97.4%

91.0%

12.1s

Numeric.SpecFunctions:stirlingError from math-functions-0.1.5.2

99.8%

99.9%

99.8%

19.3s

Numeric.SpecFunctions:logGammaL from math-functions-0.1.5.2

99.6%

48.4s

Numeric.SpecFunctions:logGamma from math-functions-0.1.5.2, D

57.7%

96.9%

98.3%

26.4s

Numeric.SpecFunctions:logGamma from math-functions-0.1.5.2, C

58.3%

98.4%

98.7%

19.7s

Numeric.SpecFunctions:logGamma from math-functions-0.1.5.2, B

68.9%

99.8%

99.5%

14.9s

Numeric.SpecFunctions:logBeta from math-functions-0.1.5.2, A

99.8%

99.9%

99.5%

25.2s

Numeric.SpecFunctions:invIncompleteGamma from math-functions-0.1.5.2, D

99.7%

99.6%

16.0s

Numeric.SpecFunctions:invIncompleteGamma from math-functions-0.1.5.2, B

72.3%

99.8%

14.7s

Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, I

93.9%

96.1%

95.1%

52.3s

Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, G

84.9%

98.3%

91.5%

20.9s

Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, F

78.3%

98.6%

77.5%

13.4s

Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, C

94.8%

95.0%

12.1s

Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, B

85.2%

99.8%

99.6%

36.1s

Numeric.SpecFunctions:invErfc from math-functions-0.1.5.2, A

95.5%

99.9%

10.6s

Numeric.SpecFunctions:incompleteGamma from math-functions-0.1.5.2, B

99.4%

17.9s

Numeric.SpecFunctions:incompleteBetaWorker from math-functions-0.1.5.2, A

98.5%

71.6%

48.6s

Numeric.SpecFunctions:incompleteBetaApprox from math-functions-0.1.5.2, A

68.6%

99.3%

99.8%

18.4s

Numeric.SpecFunctions:choose from math-functions-0.1.5.2

84.5%

96.4%

8.6s

Numeric.SpecFunctions:$slogFactorial from math-functions-0.1.5.2, B

93.7%

99.6%

98.6%

23.7s

Numeric.SpecFunctions:$slogFactorial from math-functions-0.1.5.2, A

99.4%

100.0%

99.8%

3.2s

Numeric.SpecFunctions.Extra:bd0 from math-functions-0.1.5.2

77.6%

99.7%

88.6%

17.5s

Numeric.Signal.Multichannel:$cput from hsignal-0.2.7.1

97.0%

96.9%

15.3s

Numeric.Signal.Multichannel:$cget from hsignal-0.2.7.1

97.7%

98.4%

97.3%

12.6s

Numeric.Log:$clog1p from log-domain-0.10.2.1, A

100.0%

3.6s

Numeric.Log:$cexpm1 from log-domain-0.10.2.1, A

100.0%

1.4s

Numeric.Interval.Internal:bisect from intervals-0.7.1, A

100.0%

3.0s

Numeric.Integration.TanhSinh:everywhere from integration-0.2.1

94.7%

99.9%

9.5s

Numeric.Histogram:binBounds from Chart-1.5.3

92.6%

99.0%

97.4%

15.1s

Numeric.AD.Rank1.Halley:findZero from ad-4.2.4

81.6%

99.9%

10.2s

Main:z from

4.0s

Main:bigenough3 from C

53.5%

99.8%

12.2s

Linear.Quaternion:$ctanh from linear-1.19.1.3

96.1%

99.7%

99.6%

15.1s

Linear.Quaternion:$ctan from linear-1.19.1.3

85.1%

97.6%

96.8%

14.4s

Linear.Quaternion:$csinh from linear-1.19.1.3

99.9%

16.2s

Linear.Quaternion:$clog from linear-1.19.1.3

69.4%

99.6%

99.2%

7.5s

Linear.Quaternion:$ccosh from linear-1.19.1.3

88.9%

99.9%

99.8%

14.2s

Linear.Quaternion:$c/ from linear-1.19.1.3, E

99.9%

100.0%

99.9%

6.8s

Linear.Quaternion:$c/ from linear-1.19.1.3, D

69.0%

100.0%

5.3s

Linear.Quaternion:$c/ from linear-1.19.1.3, C

63.4%

100.0%

6.7s

Linear.Quaternion:$c/ from linear-1.19.1.3, B

63.4%

100.0%

8.5s

Linear.Quaternion:$c/ from linear-1.19.1.3, A

98.5%

99.5%

98.5%

9.2s

Linear.Projection:perspective from linear-1.19.1.3, B

76.7%

99.7%

99.5%

6.0s

Linear.Projection:perspective from linear-1.19.1.3, A

100.0%

6.7s

Linear.Projection:inversePerspective from linear-1.19.1.3, C

76.6%

100.0%

6.4s

Linear.Projection:inversePerspective from linear-1.19.1.3, B

76.6%

100.0%

6.5s

Linear.Projection:inverseInfinitePerspective from linear-1.19.1.3

90.6%

97.0%

96.1%

12.4s

Linear.Projection:infinitePerspective from linear-1.19.1.3, A

89.4%

96.3%

97.0%

14.1s

Linear.Matrix:fromQuaternion from linear-1.19.1.3, B

95.3%

100.0%

3.1s

Linear.Matrix:fromQuaternion from linear-1.19.1.3, A

95.0%

100.0%

3.2s

Linear.Matrix:det44 from linear-1.19.1.3

2.5min

Linear.Matrix:det33 from linear-1.19.1.3

72.6%

80.2%

68.1%

43.4s

Graphics.Rendering.Plot.Render.Plot.Legend:renderLegendOutside from plot-0.2.3.4, C

99.9%

100.0%

97.7%

8.4s

Graphics.Rendering.Plot.Render.Plot.Legend:renderLegendOutside from plot-0.2.3.4, A

100.0%

2.6s

Graphics.Rendering.Plot.Render.Plot.Axis:tickPosition from plot-0.2.3.4

97.7%

97.5%

11.2s

Graphics.Rendering.Plot.Render.Plot.Axis:renderAxisTicks from plot-0.2.3.4, B

86.2%

98.3%

13.5s

Graphics.Rendering.Plot.Render.Plot.Axis:renderAxisTicks from plot-0.2.3.4, A

86.3%

98.1%

20.0s

Graphics.Rendering.Plot.Render.Plot.Axis:renderAxisTick from plot-0.2.3.4, B

77.8%

90.6%

88.2%

18.2s

Graphics.Rendering.Plot.Render.Plot.Axis:renderAxisTick from plot-0.2.3.4, A

85.5%

97.9%

99.2%

15.4s

Graphics.Rendering.Plot.Render.Plot.Axis:renderAxisLine from plot-0.2.3.4, B

98.2%

98.8%

99.3%

14.3s

Graphics.Rendering.Plot.Render.Plot.Axis:renderAxisLine from plot-0.2.3.4, A

98.0%

98.1%

16.2s

Graphics.Rendering.Chart.SparkLine:renderSparkLine from Chart-1.5.3

97.2%

99.6%

15.9s

Graphics.Rendering.Chart.Plot.Vectors:renderPlotVectors from Chart-1.5.3

78.0%

100.0%

6.6s

Graphics.Rendering.Chart.Plot.Pie:renderPie from Chart-1.5.3

53.5%

100.0%

4.4s

Graphics.Rendering.Chart.Plot.AreaSpots:renderAreaSpots4D from Chart-1.5.3

84.0%

98.1%

97.1%

13.7s

Graphics.Rendering.Chart.Backend.Diagrams:calcFontMetrics from Chart-diagrams-1.5.1, B

81.8%

97.5%

98.0%

7.1s

Graphics.Rendering.Chart.Backend.Diagrams:calcFontMetrics from Chart-diagrams-1.5.1, A

88.2%

99.8%

93.8%

9.2s

Graphics.Rendering.Chart.Axis.Types:linMap from Chart-1.5.3

69.1%

90.5%

87.5%

28.1s

Graphics.Rendering.Chart.Axis.Types:invLinMap from Chart-1.5.3

68.6%

87.8%

83.8%

31.4s

Graphics.Rendering.Chart.Axis.Types:hBufferRect from Chart-1.5.3

99.9%

10.1s

Graphics.Rasterific.Svg.PathConverter:segmentToBezier from rasterific-svg-0.2.3.1, A

77.1%

99.5%

10.8s

Graphics.Rasterific.Svg.PathConverter:arcToSegments from rasterific-svg-0.2.3.1

66.3%

99.7%

99.6%

14.7s

Graphics.Rasterific.Shading:$sradialGradientWithFocusShader from Rasterific-0.6.1, B

91.0%

97.7%

91.0%

11.2s

Graphics.Rasterific.Shading:$sgradientColorAt from Rasterific-0.6.1

100.0%

10.8s

Graphics.Rasterific.CubicBezier:cachedBezierAt from Rasterific-0.6.1

92.3%

96.0%

97.7%

14.4s

FRP.Yampa.Vector3:vector3Rho from Yampa-0.10.2

45.4%

99.2%

71.3%

7.0s

Examples.Basics.ProofTests:f4 from sbv-4.4

93.5%

98.9%

93.5%

4.0s

Examples.Basics.BasicTests:f3 from sbv-4.4

100.0%

93.5%

4.1s

Diagrams.TwoD.Segment:bezierClip from diagrams-lib-1.3.0.3

97.8%

100.0%

6.3s

Diagrams.TwoD.Segment.Bernstein:evaluateBernstein from diagrams-lib-1.3.0.3

88.2%

99.3%

99.4%

11.9s

Diagrams.TwoD.Layout.CirclePacking:approxRadius from diagrams-contrib-1.3.0.5

44.4%

55.1%

54.4%

32.7s

Diagrams.TwoD.Arc:bezierFromSweepQ1 from diagrams-lib-1.3.0.3

93.7%

99.8%

13.4s

Diagrams.TwoD.Arc:arcBetween from diagrams-lib-1.3.0.3

50.9%

81.0%

51.3%

12.4s

Diagrams.TwoD.Apollonian:initialConfig from diagrams-contrib-1.3.0.5, B

68.9%

99.7%

99.3%

11.1s

Diagrams.TwoD.Apollonian:initialConfig from diagrams-contrib-1.3.0.5, A

69.0%

99.9%

12.0s

Diagrams.TwoD.Apollonian:descartes from diagrams-contrib-1.3.0.5

70.2%

94.1%

83.0%

17.1s

Diagrams.Trail:splitAtParam from diagrams-lib-1.3.0.3, D

65.9%

99.8%

99.6%

13.5s

Diagrams.Trail:splitAtParam from diagrams-lib-1.3.0.3, B

87.9%

100.0%

99.9%

5.2s

Diagrams.Trail:splitAtParam from diagrams-lib-1.3.0.3, A

89.0%

98.7%

99.5%

14.3s

Diagrams.ThreeD.Shapes:frustum from diagrams-lib-1.3.0.3, A

89.7%

95.8%

94.0%

19.4s

Diagrams.Tangent:$catParam from diagrams-lib-1.3.0.3, E

99.7%

99.8%

99.7%

8.0s

Diagrams.Tangent:$catParam from diagrams-lib-1.3.0.3, D

99.8%

99.9%

8.4s

Diagrams.Solve.Tridiagonal:solveTriDiagonal from diagrams-solve-0.1, C

100.0%

87.4%

3.2s

Diagrams.Solve.Tridiagonal:solveTriDiagonal from diagrams-solve-0.1, B

95.6%

97.7%

96.6%

13.2s

Diagrams.Solve.Tridiagonal:solveTriDiagonal from diagrams-solve-0.1, A

85.6%

93.9%

97.2%

13.9s

Diagrams.Solve.Tridiagonal:solveCyclicTriDiagonal from diagrams-solve-0.1, B

75.1%

87.2%

79.0%

17.7s

Diagrams.Solve.Tridiagonal:solveCyclicTriDiagonal from diagrams-solve-0.1, A

92.2%

92.7%

92.1%

6.6s

Diagrams.Solve.Polynomial:quartForm from diagrams-solve-0.1, B

100.0%

6.7s

Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, K

70.4%

77.8%

74.6%

42.7s

Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, J

79.4%

90.5%

80.5%

21.8s

Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, I

91.4%

93.5%

17.9s

Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, H

95.6%

96.0%

17.2s

Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, G

100.0%

2.0s

Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, E

85.9%

91.6%

89.7%

31.8s

Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, D

98.0%

99.6%

98.1%

41.1s

Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, C

99.7%

99.6%

4.4s

Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, B

99.8%

8.2s

Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, A

95.2%

98.8%

94.7%

21.8s

Diagrams.Segment:$catParam from diagrams-lib-1.3.0.3, B

99.7%

4.7s

Diagrams.Segment:$catParam from diagrams-lib-1.3.0.3, A

88.4%

99.7%

7.1s

Diagrams.Color.HSV:lerp from diagrams-contrib-1.3.0.5

97.8%

100.0%

7.4s

Diagrams.Backend.Rasterific:rasterificRadialGradient from diagrams-rasterific-1.3.1.3

88.3%

99.9%

93.4%

11.0s

Diagrams.Backend.Cairo.Internal:setTexture from diagrams-cairo-1.3.0.3

84.3%

96.8%

96.2%

10.6s

Development.Shake.Progress:message from shake-0.15.5

99.4%

99.7%

5.9s

Development.Shake.Progress:decay from shake-0.15.5

65.9%

90.2%

73.0%

25.9s

Development.Shake.Profile:generateTrace from shake-0.15.5

100.0%

2.6s

Data.Spline.Key:interpolateKeys from smoothie-0.4.0.2

99.8%

7.8s

Data.Random.Distribution.Triangular:triangularCDF from random-fu-0.2.6.2, B

88.9%

97.0%

87.7%

18.6s

Data.Random.Distribution.T:$ccdf from random-fu-0.2.6.2

99.9%

100.0%

5.4s

Data.Random.Distribution.Normal:normalTail from random-fu-0.2.6.2

100.0%

3.0s

Data.Octree.Internal:octantDistance from Octree-0.5.4.2

54.1%

100.0%

74.0%

3.6s

Data.Number.Erf:$dmerfcx from erf-2.0.0.0

100.0%

5.1s

Data.Number.Erf:$cinvnormcdf from erf-2.0.0.0, A

99.5%

99.8%

99.5%

24.3s

Data.Metrics.Snapshot:quantile from metrics-0.3.0.2

100.0%

96.5%

12.9s

Data.HyperLogLog.Type:size from hyperloglog-0.3.4, B

77.6%

98.9%

88.0%

14.2s

Data.HyperLogLog.Type:size from hyperloglog-0.3.4, A

30.7%

97.2%

30.7%

10.8s

Data.HashTable.ST.Basic:computeOverhead from hashtables-1.2.0.2

86.2%

99.6%

99.3%

15.2s

Data.Colour.RGBSpace.HSV:hsv from colour-2.3.3, J

96.2%

97.7%

99.8%

11.2s

Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, E

99.7%

99.8%

11.2s

Data.Colour.RGBSpace.HSL:hsl from colour-2.3.3, B

100.0%

3.0s

Data.Colour.RGB:hslsv from colour-2.3.3, E

100.0%

4.4s

Data.Colour.RGB:hslsv from colour-2.3.3, D

100.0%

5.4s

Data.Colour.RGB:hslsv from colour-2.3.3, C

100.0%

8.7s

Data.Colour.RGB:hslsv from colour-2.3.3, B

99.4%

99.8%

21.3s

Data.Colour.Matrix:inverse from colour-2.3.3, B

91.6%

97.3%

92.2%

13.3s

Data.Colour.Matrix:determinant from colour-2.3.3, A

73.2%

82.4%

59.2%

42.4s

Data.Colour.CIE:cieLAB from colour-2.3.3, A

99.7%

8.0s

Data.Array.Repa.Algorithms.Pixel:doubleRmsOfRGB8 from repa-algorithms-3.4.0.1

45.3%

99.4%

62.4%

9.8s

Data.Array.Repa.Algorithms.ColorRamp:rampColorHotToCold from repa-algorithms-3.4.0.1, B

99.8%

97.9%

9.2s

Data.Approximate.Numerics:blog from approximate-0.2.2.1

99.8%

99.9%

12.1s

Crypto.Random.Test:calculate from crypto-random-0.0.9

92.9%

99.9%

5.7s

Codec.Picture.Types:toneMapping from JuicyPixels-3.2.6.1

88.7%

99.9%

99.8%

10.1s

Codec.Picture.Jpg.FastDct:referenceDct from JuicyPixels-3.2.6.1

26.9%

31.0%

30.0%

27.0s

AI.Clustering.Hierarchical.Internal:ward from clustering-0.2.1

61.0%

98.5%

82.7%

22.9s

powComplex, real part

41.0%

81.5%

29.0s

powComplex, imaginary part

41.1%

79.7%

44.9s

normal distribution

99.4%

99.7%

26.2s

math.square on complex, real part

93.6%

97.2%

3.3s

math.square on complex, imaginary part

100.0%

2.0s

math.sqrt on complex, imaginary part, im greater than 0 branch

41.4%

86.8%

11.0s

math.sin on complex, real part

100.0%

16.8s

math.log10 on complex, real part

51.8%

99.5%

12.0s

math.log10 on complex, imaginary part

98.7%

99.8%

8.8s

math.log/2 on complex, real part

51.5%

99.4%

17.7s

math.log/2 on complex, imaginary part

50.1%

99.5%

12.8s

math.log/1 on complex, real part

52.3%

100.0%

3.9s

math.log/1 on complex, imaginary part

100.0%

2.0s

math.exp on complex, real part

100.0%

12.1s

math.exp on complex, imaginary part

100.0%

9.2s

math.cos on complex, real part

100.0%

12.1s

math.arg on complex

100.0%

2.2s

math.abs on complex (squared)

100.0%

3.2s

math.abs on complex

54.1%

100.0%

4.1s

_multiplyComplex, real part

99.1%

99.6%

4.2s

_multiplyComplex, imaginary part

99.1%

99.6%

3.6s

_divideComplex, real part

61.7%

83.0%

14.8s

_divideComplex, imaginary part

61.5%

85.2%

14.8s

Rust f64::atanh

100.0%

10.4s

Rust f32::atanh

99.8%

99.7%

16.7s

Octave 3.8, oct_fill_randg

99.7%

99.8%

19.6s

Octave 3.8, jcobi/4, as called

27.4%

99.5%

7.5s

Octave 3.8, jcobi/4

15.3%

83.9%

51.6s

Octave 3.8, jcobi/3

94.5%

99.7%

24.6s

Octave 3.8, jcobi/2

63.0%

97.6%

29.2s

Octave 3.8, jcobi/1

74.4%

99.9%

17.5s

Jmat.Real.lambertw, estimator

99.6%

100.0%

7.9s

Jmat.Real.gamma, branch z less than 0.5

95.3%

99.1%

1.1min

Jmat.Real.gamma, branch z greater than 0.5

3.4s

Jmat.Real.erfi, branch x less than or equal to 0.5

99.8%

19.2s

Jmat.Real.erfi, branch x greater than or equal to 5

100.0%

1.3min

Jmat.Real.erf

79.5%

99.1%

58.7s

Jmat.Real.dawson

53.4%

100.0%

10.4s

math.sqrt on complex, real part

41.5%

85.4%

48.9%

8.4s

math.sin on complex, imaginary part

54.6%

99.7%

99.8%

14.5s

math.cube on real

99.9%

100.0%

2.4s

math.cube on complex, real part

82.8%

95.9%

86.8%

10.5s

math.cube on complex, imaginary part

82.4%

97.1%

91.5%

10.8s

math.cos on complex, imaginary part

66.0%

99.7%

99.8%

15.0s

Rust f64::asinh

30.6%

99.5%

99.9%

8.9s

Rust f64::acosh

52.0%

99.6%

100.0%

9.6s

Rust f32::asinh

37.6%

99.4%

99.5%

10.4s

Rust f32::acosh

52.1%

98.2%

99.1%

13.1s

Jmat.Real.lambertw, newton loop step

39.3%

99.9%

64.1%

17.5s

Ian Simplification

7.1%

7.6%

100.0%

29.4s

FastMath test5

99.9%

100.0%

2.7s

FastMath test3

97.7%

100.0%

99.9%

9.6s

FastMath test2

99.7%

100.0%

4.6s

FastMath test1

99.6%

100.0%

1.9s

FastMath repmul

99.9%

100.0%

2.8s

FastMath dist4

87.5%

100.0%

10.1s

FastMath dist3

97.6%

100.0%

5.9s

FastMath dist

97.8%

100.0%

3.3s

symmetry log of sum of exp

30.5%

73.7%

12.1s

raw-angle from scale-rotated-ellipse

2.5min

b parameter of renormalized beta distribution

99.9%

20.6s

b from scale-rotated-ellipse

2.5min

ab-angle->ABCF D

82.4%

99.7%

7.3s

ab-angle->ABCF C

79.8%

79.7%

33.3s

ab-angle->ABCF B

54.8%

67.2%

31.1s

ab-angle->ABCF A

79.8%

78.9%

34.9s

a parameter of renormalized beta distribution

99.8%

32.1s

a from scale-rotated-ellipse

2.7%

39.3%

2.4min

Trigonometry B

99.5%

20.1s

Trigonometry A

99.8%

12.4s

Spherical law of cosines

74.3%

93.8%

43.1s

Simplification of discriminant from scale-rotated-ellipse

25.5%

95.5%

1.7min

Quadratic roots, wide range

2.6s

Quadratic roots, narrow range

0.1s

Quadratic roots, medium range

1.5s

Quadratic roots, full range

51.6%

90.6%

19.1s

Midpoint on a great circle

98.5%

99.6%

27.5s

Logistic function from Lakshay Garg

54.5%

99.9%

20.1s

Hyperbolic tangent

5.0%

51.4%

6.5s

Hyperbolic sine

55.1%

99.5%

7.2s

Hyperbolic secant

100.0%

4.2s

Hyperbolic arc-cosine

52.0%

99.6%

10.3s

Hyperbolic arc-(co)tangent

8.7%

99.6%

9.1s

Hyperbolic arc-(co)secant

99.9%

10.5s

Example from Robby

99.8%

31.9s

Example 2 from Robby

99.8%

28.0s

Equirectangular approximation to distance on a great circle

59.5%

99.9%

24.2s

Eccentricity of an ellipse

2.5s

Distance on a great circle

62.7%

62.6%

2.2min

Destination given bearing on a great circle

99.8%

28.8s

Cubic critical, wide range

2.4s

Cubic critical, narrow range

0.1s

Cubic critical, medium range

2.0s

Cubic critical

51.5%

86.8%

24.9s

Bearing on a great circle

79.1%

99.7%

47.8s

Asymptote C

53.6%

99.9%

9.3s

Asymptote B

100.0%

3.9s

Asymptote A

77.1%

99.9%

7.4s

ABCF->ab-angle b

18.3%

43.5%

56.1s

ABCF->ab-angle angle

53.9%

81.5%

29.6s

ABCF->ab-angle a

19.0%

48.0%

55.4s

2-ancestry mixing, zero discriminant

76.7%

98.7%

23.7s

2-ancestry mixing, positive discriminant

43.2%

95.6%

54.9s

2-ancestry mixing, negative discriminant

98.5%

19.5s

Quotient of sum of exps

68.9%

83.8%

100.0%

11.5s

Quotient of products

86.1%

97.3%

86.8%

7.2s

Logistic regression 2

79.2%

89.7%

99.9%

11.2s

Hyperbolic arcsine

18.2%

99.9%

30.6%

9.0s

Harley's example

8.3s

Exp of sum of logs

92.2%

100.0%

8.2s

(- (/ x0 (- 1 x1)) x0)

0.0s

arccos

100.0%

9.4s

Rump's expression from Stadtherr's award speech

9.2%

3.0s

Rosa's TurbineBenchmark

84.6%

99.9%

15.4s

Rosa's FloatVsDoubleBenchmark

69.9%

99.5%

58.2s

Rosa's DopplerBench

72.7%

97.8%

19.5s

Rosa's Benchmark

99.7%

8.4s

Radioactive exchange between two surfaces

85.2%

95.0%

8.2s

NMSE Section 6.1 mentioned, B

78.8%

99.6%

15.3s

NMSE Section 6.1 mentioned, A

64.3%

99.2%

21.4s

Kahan's Unum-Targeted Monster

6.6s

Kahan's Monster

3.8s

Kahan p13 Example 3

99.9%

12.6s

Kahan p13 Example 2

99.9%

100.0%

14.9s

Kahan p13 Example 1

99.9%

11.1s

From Warwick Tucker's Validated Numerics

9.2%

100.0%

3.6s

From Rump in a 1983 paper, rewritten

3.1%

100.0%

5.1s

From Rump in a 1983 paper

18.8%

100.0%

6.0s

ENA, Section 1.4, Mentioned, B

87.7%

99.6%

9.7s

ENA, Section 1.4, Exercise 4b, n=5

92.4%

98.8%

12.3s

ENA, Section 1.4, Exercise 4b, n=2

77.9%

100.0%

7.4s

ENA, Section 1.4, Exercise 1

94.5%

99.3%

23.8s

x / (x^2 + 1)

76.4%

100.0%

99.8%

3.2s

simple fma test

29.6%

100.0%

5.1s

ln(1 + x)

39.6%

100.0%

99.8%

4.1s

fma_test2

34.1%

99.6%

8.5s

fma_test1

3.4%

99.4%

21.0%

4.2s

The quadratic formula (r2)

51.2%

87.3%

69.9%

18.6s

The quadratic formula (r1)

51.6%

90.6%

69.9%

19.4s

Rectangular parallelepiped of dimension a×b×c

100.0%

1.4s

Kahan's exp quotient

53.9%

100.0%

53.5%

5.6s

Kahan p9 Example

66.0%

99.9%

14.9s

Expression, p6

94.3%

100.0%

94.0%

11.2s

Expression, p14

99.9%

100.0%

99.9%

42.8s

Expression 4, p15

100.0%

7.7s

Expression 3, p15

100.0%

5.1s

Expression 2, p15

100.0%

4.7s

Expression 1, p15

99.4%

99.6%

99.7%

14.2s

ENA, Section 1.4, Mentioned, A

53.7%

100.0%

3.5s

ENA, Section 1.4, Exercise 4d

68.6%

99.5%

19.5s

ENA, Section 1.4, Exercise 4a

61.1%

99.8%

13.3s

Difference of squares

93.6%

97.2%

100.0%

3.9s

Compound Interest

25.6%

98.5%

26.9%

31.7s

Complex division, real part

61.7%

86.3%

99.3%

14.0s

Complex division, imag part

61.5%

95.0%

99.4%

16.8s

Area of a triangle

2.6s

UniformSampleCone, z

0.2s

UniformSampleCone, y

0.2s

UniformSampleCone, x

0.2s

UniformSampleCone 2

1.3s

Trowbridge-Reitz Sample, sample surface normal, cosTheta

0.3s

Trowbridge-Reitz Sample, near normal, slope_y

0.2s

Trowbridge-Reitz Sample, near normal, slope_x

0.2s

Sample trimmed logistic on [-pi, pi]

1.7s

Logistic function

99.8%

22.3s

Logistic distribution

99.5%

28.8s

Lanczos kernel

97.9%

18.0s

HairBSDF, sample_f, cosTheta

100.0%

17.2s

HairBSDF, gamma for a refracted ray

57.7%

97.1%

57.8s

HairBSDF, Mp, upper

99.4%

99.5%

21.6s

HairBSDF, Mp, lower

99.7%

26.9s

GTR1 distribution

98.6%

98.7%

17.8s

Disney BSSRDF, sample scattering profile, upper

96.0%

98.2%

20.3s

Disney BSSRDF, sample scattering profile, lower

0.7s

Disney BSSRDF, PDF of scattering profile

0.5s

Curve intersection, scale width based on ribbon orientation

1.9s

Beckmann Sample, normalization factor

97.6%

98.2%

17.3s

Beckmann Sample, near normal, slope_y

0.2s

Beckmann Sample, near normal, slope_x

0.2s

Beckmann Distribution sample, tan2theta, alphax == alphay

56.1%

99.0%

40.1s

Beckmann Distribution sample, tan2theta, alphax != alphay, u1 <= 0.5

1.8s

VandenBroeck and Keller, Equation (6)

77.1%

98.8%

20.1s

VandenBroeck and Keller, Equation (24)

99.7%

99.8%

14.4s

VandenBroeck and Keller, Equation (23)

77.0%

99.7%

33.1s

VandenBroeck and Keller, Equation (20)

3.6%

51.4%

32.4s

Toniolo and Linder, Equation (7)

32.9%

82.0%

43.2s

Toniolo and Linder, Equation (3b), real

93.6%

99.7%

37.0s

Toniolo and Linder, Equation (3a)

98.3%

100.0%

25.0s

Toniolo and Linder, Equation (2)

84.1%

98.8%

46.6s

Toniolo and Linder, Equation (13)

50.2%

59.8%

39.3s

Toniolo and Linder, Equation (10-)

35.9%

91.5%

38.6s

Toniolo and Linder, Equation (10+)

54.3%

85.7%

31.1s

Migdal et al, Equation (64)

99.5%

99.6%

17.1s

Migdal et al, Equation (51)

99.3%

99.4%

43.1s

Maksimov and Kolovsky, Equation (4)

86.6%

99.9%

17.2s

Maksimov and Kolovsky, Equation (32)

76.5%

96.4%

29.6s

Maksimov and Kolovsky, Equation (3)

73.3%

87.5%

20.8s

Henrywood and Agarwal, Equation (9a)

80.9%

85.6%

25.6s

Henrywood and Agarwal, Equation (3)

73.3%

91.2%

16.8s

Henrywood and Agarwal, Equation (13)

24.5%

53.8%

1.0min

Henrywood and Agarwal, Equation (12)

65.6%

75.0%

57.6s

Given's Rotation SVD example, simplified

76.4%

99.8%

11.4s

Falkner and Boettcher, Equation (22+)

98.5%

100.0%

7.9s

Falkner and Boettcher, Equation (20:1,3)

99.3%

99.6%

14.7s

Falkner and Boettcher, Appendix B, 2

100.0%

9.2s

Falkner and Boettcher, Appendix B, 1

99.2%

98.8%

29.1s

Falkner and Boettcher, Appendix A

96.4%

99.8%

41.8s

Bulmash initializePoisson

100.0%

50.2s

Bouland and Aaronson, Equation (26)

99.9%

100.0%

9.6s

Bouland and Aaronson, Equation (25)

73.3%

99.9%

14.1s

Bouland and Aaronson, Equation (24)

73.4%

95.1%

12.4s

Given's Rotation SVD example

79.5%

91.0%

79.5%

17.3s

xlohi (overflows)

1.8s

x (used to be hard to sample)

100.0%

1.5s

tan-example (used to crash)

80.8%

99.7%

1.2min

sqrt E (should all be same)

54.2%

100.0%

5.6s

sqrt D (should all be same)

54.2%

100.0%

5.1s

sqrt C (should all be same)

54.2%

100.0%

3.2s

sqrt B (should all be same)

54.2%

99.3%

16.4s

sqrt A (should all be same)

54.2%

100.0%

3.9s

rsin B (should all be same)

76.5%

99.5%

20.2s

rsin A (should all be same)

76.5%

99.5%

20.4s

mixedcos

67.7%

96.9%

17.1s

expfmod (used to be hard to sample)

7.0%

60.1%

18.4s

exp-w (used to crash)

99.7%

42.1s

bug500, discussion (missed optimization)

29.7%

52.4%

12.2s

bug500 (missed optimization)

69.8%

98.7%

99.8%

15.6s

bug366, discussion (missed optimization)

52.8%

99.2%

11.3s

bug366 (missed optimization)

45.4%

99.2%

100.0%

5.9s

bug333 (missed optimization)

6.1%

100.0%

4.9s

bug329 (missed optimization)

100.0%

5.6s

bug323 (missed optimization)

4.0%

100.0%

7.0s

Expanding a square

55.1%

100.0%

2.7s

Commute and associate

100.0%

6.2s

Cancel like terms

53.4%

100.0%

1.7s

Subreport	Time	Passed	Tests	Bits
demo	55.5s	2/4	9	37/37
hamming	7.3min	27/28	28	913/982
haskell	53.5min	153/171	270	1122/1421
libraries	14.7min	35/40	58	699/845
mathematics	25.9min	25/41	53	615/902
numerics	9.2min	33/40	45	753/849
pbrt	5.0min	2/17	25	27/31
physics	14.4min	22/22	31	293/460
regression	4.9min	14/18	20	398/520
tutorial	10.7s	2/2	3	59/59