Average Error: 31.4 → 17.2
Time: 3.5s
Precision: 64
Internal Precision: 576
\[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
\[\begin{array}{l} \mathbf{if}\;re \le -6.247790985273033 \cdot 10^{+93}:\\ \;\;\;\;\log \left(-re\right)\\ \mathbf{elif}\;re \le 1.3202313428826321 \cdot 10^{+122}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{else}:\\ \;\;\;\;\log re\\ \end{array}\]

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 < -6.247790985273033e+93

    1. Initial program 50.0

      \[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
    2. Taylor expanded around -inf 9.1

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

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

    if -6.247790985273033e+93 < re < 1.3202313428826321e+122

    1. Initial program 21.3

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

    if 1.3202313428826321e+122 < re

    1. Initial program 54.7

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

      \[\leadsto \log \color{blue}{re}\]
  3. Recombined 3 regimes into one program.
  4. Final simplification17.2

    \[\leadsto \begin{array}{l} \mathbf{if}\;re \le -6.247790985273033 \cdot 10^{+93}:\\ \;\;\;\;\log \left(-re\right)\\ \mathbf{elif}\;re \le 1.3202313428826321 \cdot 10^{+122}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{else}:\\ \;\;\;\;\log re\\ \end{array}\]

Runtime

Time bar (total: 3.5s)Debug logProfile

BaselineHerbieOracleSpan%
Regimes31.417.27.623.959.6%
herbie shell --seed 2018285 
(FPCore (re im)
  :name "math.log/1 on complex, real part"
  (log (sqrt (+ (* re re) (* im im)))))