Average Error: 4.9 → 1.7
Time: 43.0s
Precision: 64
Internal Precision: 576
\[\left(\left(\left(\left(\left(\left(x \cdot 18.0\right) \cdot y\right) \cdot z\right) \cdot t - \left(a \cdot 4.0\right) \cdot t\right) + b \cdot c\right) - \left(x \cdot 4.0\right) \cdot i\right) - \left(j \cdot 27.0\right) \cdot k\]
\[\begin{array}{l} \mathbf{if}\;y \le -1.8252656455596386 \cdot 10^{+86} \lor \neg \left(y \le 1853.3605314980837\right):\\ \;\;\;\;(y \cdot \left(\left(t \cdot x\right) \cdot \left(z \cdot 18.0\right)\right) + \left((\left(a \cdot 4.0\right) \cdot \left(-t\right) + \left(c \cdot b\right))_*\right))_* - (j \cdot \left(k \cdot 27.0\right) + \left(i \cdot \left(4.0 \cdot x\right)\right))_*\\ \mathbf{else}:\\ \;\;\;\;\left(\left(\left(\left(z \cdot \left(\left(y \cdot x\right) \cdot 18.0\right)\right) \cdot t - \left(a \cdot 4.0\right) \cdot t\right) + c \cdot b\right) - i \cdot \left(4.0 \cdot x\right)\right) - \left(27.0 \cdot j\right) \cdot k\\ \end{array}\]

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus t

Bits error versus a

Bits error versus b

Bits error versus c

Bits error versus i

Bits error versus j

Bits error versus k

Derivation

  1. Split input into 2 regimes
  2. if y < -1.8252656455596386e+86 or 1853.3605314980837 < y

    1. Initial program 10.8

      \[\left(\left(\left(\left(\left(\left(x \cdot 18.0\right) \cdot y\right) \cdot z\right) \cdot t - \left(a \cdot 4.0\right) \cdot t\right) + b \cdot c\right) - \left(x \cdot 4.0\right) \cdot i\right) - \left(j \cdot 27.0\right) \cdot k\]
    2. Initial simplification13.6

      \[\leadsto (t \cdot \left(\left(y \cdot z\right) \cdot \left(x \cdot 18.0\right)\right) + \left((\left(a \cdot 4.0\right) \cdot \left(-t\right) + \left(c \cdot b\right))_*\right))_* - (j \cdot \left(k \cdot 27.0\right) + \left(\left(x \cdot 4.0\right) \cdot i\right))_*\]
    3. Taylor expanded around -inf 13.5

      \[\leadsto \color{blue}{\left(\left(18.0 \cdot \left(t \cdot \left(x \cdot \left(z \cdot y\right)\right)\right) + b \cdot c\right) - 4.0 \cdot \left(a \cdot t\right)\right)} - (j \cdot \left(k \cdot 27.0\right) + \left(\left(x \cdot 4.0\right) \cdot i\right))_*\]
    4. Simplified2.0

      \[\leadsto \color{blue}{(y \cdot \left(\left(z \cdot 18.0\right) \cdot \left(x \cdot t\right)\right) + \left((\left(a \cdot 4.0\right) \cdot \left(-t\right) + \left(b \cdot c\right))_*\right))_*} - (j \cdot \left(k \cdot 27.0\right) + \left(\left(x \cdot 4.0\right) \cdot i\right))_*\]

    if -1.8252656455596386e+86 < y < 1853.3605314980837

    1. Initial program 1.6

      \[\left(\left(\left(\left(\left(\left(x \cdot 18.0\right) \cdot y\right) \cdot z\right) \cdot t - \left(a \cdot 4.0\right) \cdot t\right) + b \cdot c\right) - \left(x \cdot 4.0\right) \cdot i\right) - \left(j \cdot 27.0\right) \cdot k\]
    2. Taylor expanded around inf 1.6

      \[\leadsto \left(\left(\left(\left(\color{blue}{\left(18.0 \cdot \left(x \cdot y\right)\right)} \cdot z\right) \cdot t - \left(a \cdot 4.0\right) \cdot t\right) + b \cdot c\right) - \left(x \cdot 4.0\right) \cdot i\right) - \left(j \cdot 27.0\right) \cdot k\]
  3. Recombined 2 regimes into one program.
  4. Final simplification1.7

    \[\leadsto \begin{array}{l} \mathbf{if}\;y \le -1.8252656455596386 \cdot 10^{+86} \lor \neg \left(y \le 1853.3605314980837\right):\\ \;\;\;\;(y \cdot \left(\left(t \cdot x\right) \cdot \left(z \cdot 18.0\right)\right) + \left((\left(a \cdot 4.0\right) \cdot \left(-t\right) + \left(c \cdot b\right))_*\right))_* - (j \cdot \left(k \cdot 27.0\right) + \left(i \cdot \left(4.0 \cdot x\right)\right))_*\\ \mathbf{else}:\\ \;\;\;\;\left(\left(\left(\left(z \cdot \left(\left(y \cdot x\right) \cdot 18.0\right)\right) \cdot t - \left(a \cdot 4.0\right) \cdot t\right) + c \cdot b\right) - i \cdot \left(4.0 \cdot x\right)\right) - \left(27.0 \cdot j\right) \cdot k\\ \end{array}\]

Runtime

Time bar (total: 43.0s)Debug logProfile

herbie shell --seed 2018235 +o rules:numerics
(FPCore (x y z t a b c i j k)
  :name "Diagrams.Solve.Polynomial:cubForm  from diagrams-solve-0.1"
  (- (- (+ (- (* (* (* (* x 18.0) y) z) t) (* (* a 4.0) t)) (* b c)) (* (* x 4.0) i)) (* (* j 27.0) k)))