Average Error: 30.3 → 16.9
Time: 2.8s
Precision: 64
Internal Precision: 128
\[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
\[\begin{array}{l} \mathbf{if}\;re \le -1.98901646800801 \cdot 10^{+52}:\\ \;\;\;\;\log \left(-re\right)\\ \mathbf{elif}\;re \le 2.7167323166120062 \cdot 10^{+127}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{else}:\\ \;\;\;\;\log re\\ \end{array}\]

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 < -1.98901646800801e+52

    1. Initial program 42.5

      \[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
    2. Taylor expanded around -inf 10.7

      \[\leadsto \log \color{blue}{\left(-1 \cdot re\right)}\]
    3. Simplified10.7

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

    if -1.98901646800801e+52 < re < 2.7167323166120062e+127

    1. Initial program 21.0

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

    if 2.7167323166120062e+127 < re

    1. Initial program 55.1

      \[\log \left(\sqrt{re \cdot re + im \cdot im}\right)\]
    2. Taylor expanded around inf 7.1

      \[\leadsto \log \color{blue}{re}\]
  3. Recombined 3 regimes into one program.
  4. Final simplification16.9

    \[\leadsto \begin{array}{l} \mathbf{if}\;re \le -1.98901646800801 \cdot 10^{+52}:\\ \;\;\;\;\log \left(-re\right)\\ \mathbf{elif}\;re \le 2.7167323166120062 \cdot 10^{+127}:\\ \;\;\;\;\log \left(\sqrt{im \cdot im + re \cdot re}\right)\\ \mathbf{else}:\\ \;\;\;\;\log re\\ \end{array}\]

Reproduce

herbie shell --seed 2019021 
(FPCore (re im)
  :name "math.log/1 on complex, real part"
  (log (sqrt (+ (* re re) (* im im)))))

Details

Time bar (total: 2.4s)Debug log

sample39.0ms

Algorithm
intervals
Results
29.0ms256×body80valid

simplify5.0ms

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

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 28.4b

localize21.0ms

Local error

Found 2 expressions with local error:

27.4b
(sqrt (+ (* re re) (* im im)))
0.0b
(+ (* re re) (* im im))

rewrite4.0ms

Algorithm
rewrite-expression-head
Rules
add-log-exp
add-sqr-sqrt
sqrt-prod
add-cube-cbrt
*-un-lft-identity
flip-+
add-exp-log
sqrt-div
add-cbrt-cube
flip3-+
pow1
pow1/2
sum-log
rem-sqrt-square
+-commutative
Counts
2 → 25
Calls
2 calls:
Slowest
2.0ms
(+ (* re re) (* im im))
2.0ms
(sqrt (+ (* re re) (* im im)))

series48.0ms

Counts
2 → 6
Calls
2 calls:
Slowest
27.0ms
(sqrt (+ (* re re) (* im im)))
20.0ms
(+ (* re re) (* im im))

simplify155.0ms

Counts
13 → 31
Calls
13 calls:
Slowest
99.0ms
(sqrt (- (* (* re re) (* re re)) (* (* im im) (* im im))))
31.0ms
(sqrt (+ (pow (* re re) 3) (pow (* im im) 3)))
5.0ms
(* (exp (* re re)) (exp (* im im)))
3.0ms
(sqrt (* (cbrt (+ (* re re) (* im im))) (cbrt (+ (* re re) (* im im)))))
2.0ms
(sqrt (+ (* re re) (* im im)))

prune280.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 6.3b

localize12.0ms

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

prune8.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 6.3b

localize6.0ms

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 (1 fresh and 3 done)

Merged error: 6.3b

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

prune1.0ms

Pruning

4 alts after pruning (0 fresh and 4 done)

Merged error: 6.3b

regimes414.0ms

Accuracy

57.2% (10.1b remaining)

Error of 16.9b against oracle of 6.8b and baseline of 30.3b

bsearch93.0ms

end0.0ms

sample1.3s

Algorithm
intervals
Results
1.2s8000×body80valid