Average Error: 30.6 → 25.3
Time: 2.9s
Precision: 64
Internal Precision: 128
\[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
\[\begin{array}{l} \mathbf{if}\;im \le -3.7077807277074944 \cdot 10^{-202}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{elif}\;im \le -8.313973292319987 \cdot 10^{-286}:\\ \;\;\;\;\log re\\ \mathbf{elif}\;im \le 7.871394234672321 \cdot 10^{-253}:\\ \;\;\;\;\log \left(-re\right)\\ \mathbf{elif}\;im \le 1.5629530404064845 \cdot 10^{-115}:\\ \;\;\;\;\log re\\ \mathbf{elif}\;im \le 2.3473699638254033 \cdot 10^{+139}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{else}:\\ \;\;\;\;\log im\\ \end{array}\]

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 4 regimes
  2. if im < -3.7077807277074944e-202 or 1.5629530404064845e-115 < im < 2.3473699638254033e+139

    1. Initial program 25.8

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

    if -3.7077807277074944e-202 < im < -8.313973292319987e-286 or 7.871394234672321e-253 < im < 1.5629530404064845e-115

    1. Initial program 26.6

      \[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
    2. Taylor expanded around inf 35.9

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

    if -8.313973292319987e-286 < im < 7.871394234672321e-253

    1. Initial program 30.9

      \[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
    2. Taylor expanded around -inf 32.6

      \[\leadsto \log \color{blue}{\left(-1 \cdot re\right)}\]
    3. Simplified32.6

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

    if 2.3473699638254033e+139 < im

    1. Initial program 57.0

      \[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
    2. Taylor expanded around 0 5.8

      \[\leadsto \log \color{blue}{im}\]
  3. Recombined 4 regimes into one program.
  4. Final simplification25.3

    \[\leadsto \begin{array}{l} \mathbf{if}\;im \le -3.7077807277074944 \cdot 10^{-202}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{elif}\;im \le -8.313973292319987 \cdot 10^{-286}:\\ \;\;\;\;\log re\\ \mathbf{elif}\;im \le 7.871394234672321 \cdot 10^{-253}:\\ \;\;\;\;\log \left(-re\right)\\ \mathbf{elif}\;im \le 1.5629530404064845 \cdot 10^{-115}:\\ \;\;\;\;\log re\\ \mathbf{elif}\;im \le 2.3473699638254033 \cdot 10^{+139}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{else}:\\ \;\;\;\;\log im\\ \end{array}\]

Reproduce

herbie shell --seed 2018360 
(FPCore (re im)
  :name "math.log/1 on complex, real part"
  (log (sqrt (+ (* re re) (* im im)))))

Details

Time bar (total: 1.3s)Debug log

start42.0ms

Algorithm
intervals

setup17.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 31.0b

localize18.0ms

Local error

Found 2 expressions with local error:

29.8b
(sqrt (+ (* re re) (* im im)))
0.0b
(+ (* re re) (* im im))

rewrite7.0ms

Algorithm
rewrite-expression-head
Counts
2 → 25
Calls

2 calls. Slowest were:

3.0ms
(+ (* re re) (* im im))
3.0ms
(sqrt (+ (* re re) (* im im)))

series47.0ms

Counts
2 → 6
Calls

2 calls. Slowest were:

29.0ms
(sqrt (+ (* re re) (* im im)))
18.0ms
(+ (* re re) (* im im))

simplify216.0ms

Counts
13 → 31
Calls

13 calls. Slowest were:

113.0ms
(sqrt (- (* (* re re) (* re re)) (* (* im im) (* im im))))
68.0ms
(sqrt (+ (pow (* re re) 3) (pow (* im im) 3)))
6.0ms
(* (exp (* re re)) (exp (* im im)))

prune281.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 9.2b

localize3.0ms

Local error

Found 0 expressions with local error:

rewrite0.0ms

Algorithm
rewrite-expression-head
Counts
0 → 0
Calls

0 calls. Slowest were:

series0.0ms

Counts
0 → 0
Calls

0 calls. Slowest were:

simplify0.0ms

Counts
0 → 0
Calls

0 calls. Slowest were:

prune4.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 9.2b

localize3.0ms

Local error

Found 0 expressions with local error:

rewrite0.0ms

Algorithm
rewrite-expression-head
Counts
0 → 0
Calls

0 calls. Slowest were:

series0.0ms

Counts
0 → 0
Calls

0 calls. Slowest were:

simplify0.0ms

Counts
0 → 0
Calls

0 calls. Slowest were:

prune2.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 9.2b

localize5.0ms

Local error

Found 0 expressions with local error:

rewrite0.0ms

Algorithm
rewrite-expression-head
Counts
0 → 0
Calls

0 calls. Slowest were:

series0.0ms

Counts
0 → 0
Calls

0 calls. Slowest were:

simplify0.0ms

Counts
0 → 0
Calls

0 calls. Slowest were:

prune0.0ms

Pruning

4 alts after pruning (0 fresh and 4 done)

Merged error: 9.2b

regimes394.0ms

Accuracy

23% (18.0b remaining)

Error of 25.3b against oracle of 7.2b and baseline of 30.6b

bsearch310.0ms