Average Error: 29.8 → 16.7
Time: 7.5s
Precision: 64
Internal Precision: 320
\[\sqrt{re \cdot re + im \cdot im}\]
\[\begin{array}{l} \mathbf{if}\;re \le -3.512834698096542 \cdot 10^{+153}:\\ \;\;\;\;-re\\ \mathbf{elif}\;re \le 3.122530532110095 \cdot 10^{-218}:\\ \;\;\;\;\sqrt{im \cdot im + re \cdot re}\\ \mathbf{elif}\;re \le 2.20388124317475 \cdot 10^{-168}:\\ \;\;\;\;im\\ \mathbf{elif}\;re \le 2.4414305271140054 \cdot 10^{+144}:\\ \;\;\;\;\sqrt{im \cdot im + re \cdot re}\\ \mathbf{else}:\\ \;\;\;\;re\\ \end{array}\]

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 < -3.512834698096542e+153

    1. Initial program 59.0

      \[\sqrt{re \cdot re + im \cdot im}\]
    2. Initial simplification59.0

      \[\leadsto \sqrt{re \cdot re + im \cdot im}\]
    3. Taylor expanded around -inf 7.4

      \[\leadsto \color{blue}{-1 \cdot re}\]
    4. Simplified7.4

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

    if -3.512834698096542e+153 < re < 3.122530532110095e-218 or 2.20388124317475e-168 < re < 2.4414305271140054e+144

    1. Initial program 19.2

      \[\sqrt{re \cdot re + im \cdot im}\]
    2. Initial simplification19.2

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

    if 3.122530532110095e-218 < re < 2.20388124317475e-168

    1. Initial program 29.3

      \[\sqrt{re \cdot re + im \cdot im}\]
    2. Initial simplification29.3

      \[\leadsto \sqrt{re \cdot re + im \cdot im}\]
    3. Taylor expanded around 0 34.2

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

    if 2.4414305271140054e+144 < re

    1. Initial program 56.9

      \[\sqrt{re \cdot re + im \cdot im}\]
    2. Initial simplification56.9

      \[\leadsto \sqrt{re \cdot re + im \cdot im}\]
    3. Taylor expanded around inf 7.3

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

    \[\leadsto \begin{array}{l} \mathbf{if}\;re \le -3.512834698096542 \cdot 10^{+153}:\\ \;\;\;\;-re\\ \mathbf{elif}\;re \le 3.122530532110095 \cdot 10^{-218}:\\ \;\;\;\;\sqrt{im \cdot im + re \cdot re}\\ \mathbf{elif}\;re \le 2.20388124317475 \cdot 10^{-168}:\\ \;\;\;\;im\\ \mathbf{elif}\;re \le 2.4414305271140054 \cdot 10^{+144}:\\ \;\;\;\;\sqrt{im \cdot im + re \cdot re}\\ \mathbf{else}:\\ \;\;\;\;re\\ \end{array}\]

Runtime

Time bar (total: 7.5s)Debug logProfile

BaselineHerbieOracleSpan%
Regimes29.816.77.522.358.5%
herbie shell --seed 2018297 
(FPCore (re im)
  :name "math.abs on complex"
  (sqrt (+ (* re re) (* im im))))