Average Error: 29.6 → 16.6
Time: 3.6s
Precision: 64
Internal Precision: 128
\[\sqrt{re \cdot re + im \cdot im}\]
\[\begin{array}{l} \mathbf{if}\;re \le -1.3429377186161065 \cdot 10^{+154}:\\ \;\;\;\;-re\\ \mathbf{elif}\;re \le -2.8680269864911846 \cdot 10^{-245}:\\ \;\;\;\;\sqrt{im \cdot im + re \cdot re}\\ \mathbf{elif}\;re \le 2.1797926685456316 \cdot 10^{-244}:\\ \;\;\;\;im\\ \mathbf{elif}\;re \le 1.8925171695161476 \cdot 10^{+105}:\\ \;\;\;\;\sqrt{im \cdot im + re \cdot re}\\ \mathbf{else}:\\ \;\;\;\;re\\ \end{array}\]

Error

Bits error versus re

Bits error versus im

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Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Split input into 4 regimes
  2. if re < -1.3429377186161065e+154

    1. Initial program 59.4

      \[\sqrt{re \cdot re + im \cdot im}\]
    2. Taylor expanded around -inf 7.1

      \[\leadsto \color{blue}{-1 \cdot re}\]
    3. Simplified7.1

      \[\leadsto \color{blue}{-re}\]

    if -1.3429377186161065e+154 < re < -2.8680269864911846e-245 or 2.1797926685456316e-244 < re < 1.8925171695161476e+105

    1. Initial program 17.7

      \[\sqrt{re \cdot re + im \cdot im}\]

    if -2.8680269864911846e-245 < re < 2.1797926685456316e-244

    1. Initial program 30.1

      \[\sqrt{re \cdot re + im \cdot im}\]
    2. Taylor expanded around 0 32.4

      \[\leadsto \color{blue}{im}\]

    if 1.8925171695161476e+105 < re

    1. Initial program 49.3

      \[\sqrt{re \cdot re + im \cdot im}\]
    2. Taylor expanded around inf 10.0

      \[\leadsto \color{blue}{re}\]
  3. Recombined 4 regimes into one program.
  4. Final simplification16.6

    \[\leadsto \begin{array}{l} \mathbf{if}\;re \le -1.3429377186161065 \cdot 10^{+154}:\\ \;\;\;\;-re\\ \mathbf{elif}\;re \le -2.8680269864911846 \cdot 10^{-245}:\\ \;\;\;\;\sqrt{im \cdot im + re \cdot re}\\ \mathbf{elif}\;re \le 2.1797926685456316 \cdot 10^{-244}:\\ \;\;\;\;im\\ \mathbf{elif}\;re \le 1.8925171695161476 \cdot 10^{+105}:\\ \;\;\;\;\sqrt{im \cdot im + re \cdot re}\\ \mathbf{else}:\\ \;\;\;\;re\\ \end{array}\]

Runtime

Time bar (total: 3.6s)Debug logProfile

BaselineHerbieOracleSpan%
Regimes29.616.67.122.558%
herbie shell --seed 2018355 
(FPCore (re im)
  :name "math.abs on complex"
  (sqrt (+ (* re re) (* im im))))