Graphics.Rasterific.QuadraticFormula:discriminant from Rasterific-0.6.1

Average Error: 0.1 → 0.1

Time: 3.4s

Precision: binary64

Cost: 6848

Math

\[x \cdot x - \left(y \cdot 4\right) \cdot z \]

↓

\[\mathsf{fma}\left(y \cdot -4, z, x \cdot x\right) \]

FPCore

(FPCore (x y z) :precision binary64 (- (* x x) (* (* y 4.0) z)))

↓

(FPCore (x y z) :precision binary64 (fma (* y -4.0) z (* x x)))

C

double code(double x, double y, double z) {
	return (x * x) - ((y * 4.0) * z);
}

↓

double code(double x, double y, double z) {
	return fma((y * -4.0), z, (x * x));
}

Julia

function code(x, y, z)
	return Float64(Float64(x * x) - Float64(Float64(y * 4.0) * z))
end

↓

function code(x, y, z)
	return fma(Float64(y * -4.0), z, Float64(x * x))
end

Wolfram

code[x_, y_, z_] := N[(N[(x * x), $MachinePrecision] - N[(N[(y * 4.0), $MachinePrecision] * z), $MachinePrecision]), $MachinePrecision]

↓

code[x_, y_, z_] := N[(N[(y * -4.0), $MachinePrecision] * z + N[(x * x), $MachinePrecision]), $MachinePrecision]

Derivation

1. Initial program 0.1

   \[x \cdot x - \left(y \cdot 4\right) \cdot z \]

2. Applied egg-rr 0.1

   \[\leadsto \color{blue}{\mathsf{fma}\left(y \cdot -4, z, x \cdot x\right)} \]

3. Final simplification 0.1

   \[\leadsto \mathsf{fma}\left(y \cdot -4, z, x \cdot x\right) \]

Alternatives

Alternative 1
Error	0.1
Cost	6848

\[\mathsf{fma}\left(x, x, \left(y \cdot -4\right) \cdot z\right) \]

Alternative 2
Error	14.4
Cost	1620

\[\begin{array}{l} t_0 := \left(y \cdot -4\right) \cdot z\\ \mathbf{if}\;x \cdot x \leq 1.1500167039021529 \cdot 10^{-155}:\\ \;\;\;\;t_0\\ \mathbf{elif}\;x \cdot x \leq 5.183892542530957 \cdot 10^{-125}:\\ \;\;\;\;x \cdot x\\ \mathbf{elif}\;x \cdot x \leq 1.1597881905185326 \cdot 10^{-70}:\\ \;\;\;\;t_0\\ \mathbf{elif}\;x \cdot x \leq 1.304053218251498 \cdot 10^{+61}:\\ \;\;\;\;x \cdot x\\ \mathbf{elif}\;x \cdot x \leq 1.229801559173962 \cdot 10^{+152}:\\ \;\;\;\;t_0\\ \mathbf{else}:\\ \;\;\;\;x \cdot x\\ \end{array} \]

Alternative 3
Error	0.1
Cost	576

\[x \cdot x - z \cdot \left(y \cdot 4\right) \]

Alternative 4
Error	36.0
Cost	192

\[x \cdot x \]

Reproduce

herbie shell --seed 2022295 
(FPCore (x y z)
  :name "Graphics.Rasterific.QuadraticFormula:discriminant from Rasterific-0.6.1"
  :precision binary64
  (- (* x x) (* (* y 4.0) z)))