Average Error: 30.4 → 16.7
Time: 3.7s
Precision: 64
Internal Precision: 576
\[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
\[\begin{array}{l} \mathbf{if}\;re \le -3.6713244494953644 \cdot 10^{+65}:\\ \;\;\;\;\log \left(-re\right)\\ \mathbf{elif}\;re \le 2.011001543074701 \cdot 10^{+123}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{else}:\\ \;\;\;\;\log re\\ \end{array}\]

Error

Bits error versus re

Bits error versus im

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Split input into 3 regimes
  2. if re < -3.6713244494953644e+65

    1. Initial program 45.5

      \[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
    2. Taylor expanded around -inf 9.6

      \[\leadsto \log \color{blue}{\left(-1 \cdot re\right)}\]
    3. Simplified9.6

      \[\leadsto \log \color{blue}{\left(-re\right)}\]

    if -3.6713244494953644e+65 < re < 2.011001543074701e+123

    1. Initial program 20.7

      \[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]

    if 2.011001543074701e+123 < re

    1. Initial program 53.2

      \[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
    2. Taylor expanded around inf 8.3

      \[\leadsto \log \color{blue}{re}\]
  3. Recombined 3 regimes into one program.
  4. Final simplification16.7

    \[\leadsto \begin{array}{l} \mathbf{if}\;re \le -3.6713244494953644 \cdot 10^{+65}:\\ \;\;\;\;\log \left(-re\right)\\ \mathbf{elif}\;re \le 2.011001543074701 \cdot 10^{+123}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{else}:\\ \;\;\;\;\log re\\ \end{array}\]

Runtime

Time bar (total: 3.7s)Debug logProfile

BaselineHerbieOracleSpan%
Regimes30.416.77.223.159.1%
herbie shell --seed 2018290 
(FPCore (re im)
  :name "math.log/1 on complex, real part"
  (log (sqrt (+ (* re re) (* im im)))))