Average Error: 31.3 → 17.2
Time: 3.1s
Precision: 64
Internal Precision: 128
\[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
\[\begin{array}{l} \mathbf{if}\;re \le -6.566762529725485 \cdot 10^{+132}:\\ \;\;\;\;\log \left(-re\right)\\ \mathbf{elif}\;re \le 2.277351182392563 \cdot 10^{+102}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{else}:\\ \;\;\;\;\log re\\ \end{array}\]

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 < -6.566762529725485e+132

    1. Initial program 55.7

      \[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
    2. Taylor expanded around -inf 7.2

      \[\leadsto \log \color{blue}{\left(-1 \cdot re\right)}\]
    3. Simplified7.2

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

    if -6.566762529725485e+132 < re < 2.277351182392563e+102

    1. Initial program 21.3

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

    if 2.277351182392563e+102 < re

    1. Initial program 51.6

      \[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
    2. Taylor expanded around inf 8.9

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

    \[\leadsto \begin{array}{l} \mathbf{if}\;re \le -6.566762529725485 \cdot 10^{+132}:\\ \;\;\;\;\log \left(-re\right)\\ \mathbf{elif}\;re \le 2.277351182392563 \cdot 10^{+102}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{else}:\\ \;\;\;\;\log re\\ \end{array}\]

Reproduce

herbie shell --seed 2019008 
(FPCore (re im)
  :name "math.log/1 on complex, real part"
  (log (sqrt (+ (* re re) (* im im)))))

Details

Time bar (total: 2.8s)Debug log

sample29.0ms

Algorithm
intervals

simplify5.0ms

Counts
1 → 1
Calls

1 calls. Slowest were:

5.0ms
(log (sqrt (+ (* re re) (* im im))))

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 29.3b

localize39.0ms

Local error

Found 2 expressions with local error:

28.3b
(sqrt (+ (* re re) (* im im)))
0.0b
(+ (* re re) (* im im))

rewrite8.0ms

Algorithm
rewrite-expression-head
Counts
2 → 25
Calls

2 calls. Slowest were:

4.0ms
(+ (* re re) (* im im))
4.0ms
(sqrt (+ (* re re) (* im im)))

series55.0ms

Counts
2 → 6
Calls

2 calls. Slowest were:

31.0ms
(sqrt (+ (* re re) (* im im)))
24.0ms
(+ (* re re) (* im im))

simplify265.0ms

Counts
13 → 31
Calls

13 calls. Slowest were:

171.0ms
(sqrt (- (* (* re re) (* re re)) (* (* im im) (* im im))))
46.0ms
(sqrt (+ (pow (* re re) 3) (pow (* im im) 3)))
11.0ms
(* (exp (* re re)) (exp (* im im)))

prune342.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 5.8b

localize10.0ms

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:

prune9.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 5.8b

localize6.0ms

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:

prune5.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 5.8b

localize6.0ms

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:

prune1.0ms

Pruning

4 alts after pruning (0 fresh and 4 done)

Merged error: 5.8b

regimes414.0ms

Accuracy

58.9% (9.8b remaining)

Error of 17.2b against oracle of 7.4b and baseline of 31.3b

bsearch70.0ms

end0.0ms

sample1.5s

Algorithm
intervals