Average Error: 30.9 → 16.5
Time: 2.7s
Precision: 64
Internal Precision: 128
\[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
\[\begin{array}{l} \mathbf{if}\;re \le -1.3860405545459648 \cdot 10^{+138}:\\ \;\;\;\;\log \left(-re\right)\\ \mathbf{elif}\;re \le 1.1525864808133331 \cdot 10^{+96}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{else}:\\ \;\;\;\;\log re\\ \end{array}\]

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 < -1.3860405545459648e+138

    1. Initial program 58.5

      \[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
    2. Taylor expanded around -inf 6.7

      \[\leadsto \log \color{blue}{\left(-1 \cdot re\right)}\]
    3. Simplified6.7

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

    if -1.3860405545459648e+138 < re < 1.1525864808133331e+96

    1. Initial program 20.3

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

    if 1.1525864808133331e+96 < re

    1. Initial program 50.4

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

      \[\leadsto \log \color{blue}{re}\]
  3. Recombined 3 regimes into one program.
  4. Final simplification16.5

    \[\leadsto \begin{array}{l} \mathbf{if}\;re \le -1.3860405545459648 \cdot 10^{+138}:\\ \;\;\;\;\log \left(-re\right)\\ \mathbf{elif}\;re \le 1.1525864808133331 \cdot 10^{+96}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{else}:\\ \;\;\;\;\log re\\ \end{array}\]

Reproduce

herbie shell --seed 2019016 
(FPCore (re im)
  :name "math.log/1 on complex, real part"
  (log (sqrt (+ (* re re) (* im im)))))

Details

Time bar (total: 2.2s)Debug log

sample46.0ms

Algorithm
intervals
Results
256×(pre true 80)
256×(body real 80)

simplify5.0ms

Counts
1 → 1
Calls
1 calls:
Slowest
5.0ms
(log (sqrt (+ (* re re) (* im im))))

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 32.7b

localize37.0ms

Local error

Found 1 expressions with local error:

31.4b
(sqrt (+ (* re re) (* im im)))

rewrite4.0ms

Algorithm
rewrite-expression-head
Rules
sqrt-prod
add-sqr-sqrt
add-cube-cbrt
sqrt-div
*-un-lft-identity
add-log-exp
flip-+
add-exp-log
pow1/2
add-cbrt-cube
flip3-+
rem-sqrt-square
pow1
Counts
1 → 14
Calls
1 calls:
Slowest
4.0ms
(sqrt (+ (* re re) (* im im)))

series32.0ms

Counts
1 → 3
Calls
1 calls:
Slowest
32.0ms
(sqrt (+ (* re re) (* im im)))

simplify208.0ms

Counts
9 → 17
Calls
9 calls:
Slowest
123.0ms
(sqrt (- (* (* re re) (* re re)) (* (* im im) (* im im))))
63.0ms
(sqrt (+ (pow (* re re) 3) (pow (* im im) 3)))
6.0ms
(sqrt (* (cbrt (+ (* re re) (* im im))) (cbrt (+ (* re re) (* im im)))))
5.0ms
(sqrt (sqrt (+ (* re re) (* im im))))
5.0ms
(sqrt (+ (* re re) (* im im)))

prune208.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 8.3b

localize5.0ms

Local error

Found 0 expressions with local error:

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0
Calls
0 calls:
Slowest

series0.0ms

Counts
0 → 0
Calls
0 calls:
Slowest

simplify0.0ms

Counts
0 → 0
Calls
0 calls:
Slowest

prune4.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 8.3b

localize3.0ms

Local error

Found 0 expressions with local error:

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0
Calls
0 calls:
Slowest

series0.0ms

Counts
0 → 0
Calls
0 calls:
Slowest

simplify0.0ms

Counts
0 → 0
Calls
0 calls:
Slowest

prune2.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 8.3b

localize3.0ms

Local error

Found 0 expressions with local error:

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0
Calls
0 calls:
Slowest

series0.0ms

Counts
0 → 0
Calls
0 calls:
Slowest

simplify0.0ms

Counts
0 → 0
Calls
0 calls:
Slowest

prune0.0ms

Pruning

4 alts after pruning (0 fresh and 4 done)

Merged error: 8.3b

regimes467.0ms

Accuracy

60.5% (9.4b remaining)

Error of 16.5b against oracle of 7.1b and baseline of 30.9b

bsearch66.0ms

end0.0ms

sample1.1s

Algorithm
intervals
Results
8000×(pre true 80)
8000×(body real 80)