Average Error: 31.2 → 17.7
Time: 25.7s
Precision: 64
Internal Precision: 128
\[\frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\log 10}\]
\[\begin{array}{l} \mathbf{if}\;re \le -3.879896324034765 \cdot 10^{+144}:\\ \;\;\;\;\left(\left(\log \left(\frac{-1}{re}\right) \cdot -2\right) \cdot \frac{1}{\sqrt{\log 10}}\right) \cdot \frac{\frac{1}{2}}{\sqrt{\log 10}}\\ \mathbf{elif}\;re \le -9.888754662830056 \cdot 10^{-214}:\\ \;\;\;\;\left(\left(\sqrt{\frac{1}{\sqrt{\log 10}}} \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\right) \cdot \log \left(im \cdot im + re \cdot re\right)\right) \cdot \frac{\frac{1}{2}}{\sqrt{\log 10}}\\ \mathbf{elif}\;re \le -7.432754596401146 \cdot 10^{-269}:\\ \;\;\;\;\frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \left(\frac{1}{\sqrt{\log 10}} \cdot \left(2 \cdot \log im\right)\right)\\ \mathbf{elif}\;re \le 4.670873727021844 \cdot 10^{-211}:\\ \;\;\;\;\left(\left(\sqrt{\frac{1}{\sqrt{\log 10}}} \cdot \log \left(im \cdot im + re \cdot re\right)\right) \cdot \frac{\frac{1}{2}}{\sqrt{\log 10}}\right) \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\\ \mathbf{elif}\;re \le 1.942710743904727 \cdot 10^{-125}:\\ \;\;\;\;\frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \left(\frac{1}{\sqrt{\log 10}} \cdot \left(2 \cdot \log im\right)\right)\\ \mathbf{elif}\;re \le 4.1181592821076165 \cdot 10^{+123}:\\ \;\;\;\;\left(\left(\sqrt{\frac{1}{\sqrt{\log 10}}} \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\right) \cdot \log \left(im \cdot im + re \cdot re\right)\right) \cdot \frac{\frac{1}{2}}{\sqrt{\log 10}}\\ \mathbf{else}:\\ \;\;\;\;\left(\left(2 \cdot \log re\right) \cdot \frac{1}{\sqrt{\log 10}}\right) \cdot \frac{\frac{1}{2}}{\sqrt{\log 10}}\\ \end{array}\]

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 5 regimes
  2. if re < -3.879896324034765e+144

    1. Initial program 59.0

      \[\frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\log 10}\]
    2. Initial simplification59.0

      \[\leadsto \frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\log 10}\]
    3. Using strategy rm
    4. Applied add-sqr-sqrt59.0

      \[\leadsto \frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\color{blue}{\sqrt{\log 10} \cdot \sqrt{\log 10}}}\]
    5. Applied pow1/259.0

      \[\leadsto \frac{\log \color{blue}{\left({\left(re \cdot re + im \cdot im\right)}^{\frac{1}{2}}\right)}}{\sqrt{\log 10} \cdot \sqrt{\log 10}}\]
    6. Applied log-pow59.0

      \[\leadsto \frac{\color{blue}{\frac{1}{2} \cdot \log \left(re \cdot re + im \cdot im\right)}}{\sqrt{\log 10} \cdot \sqrt{\log 10}}\]
    7. Applied times-frac59.0

      \[\leadsto \color{blue}{\frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \frac{\log \left(re \cdot re + im \cdot im\right)}{\sqrt{\log 10}}}\]
    8. Using strategy rm
    9. Applied div-inv59.0

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \color{blue}{\left(\log \left(re \cdot re + im \cdot im\right) \cdot \frac{1}{\sqrt{\log 10}}\right)}\]
    10. Taylor expanded around -inf 6.2

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \left(\color{blue}{\left(-2 \cdot \log \left(\frac{-1}{re}\right)\right)} \cdot \frac{1}{\sqrt{\log 10}}\right)\]
    11. Simplified6.2

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \left(\color{blue}{\left(\log \left(\frac{-1}{re}\right) \cdot -2\right)} \cdot \frac{1}{\sqrt{\log 10}}\right)\]

    if -3.879896324034765e+144 < re < -9.888754662830056e-214 or 1.942710743904727e-125 < re < 4.1181592821076165e+123

    1. Initial program 17.0

      \[\frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\log 10}\]
    2. Initial simplification17.0

      \[\leadsto \frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\log 10}\]
    3. Using strategy rm
    4. Applied add-sqr-sqrt17.0

      \[\leadsto \frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\color{blue}{\sqrt{\log 10} \cdot \sqrt{\log 10}}}\]
    5. Applied pow1/217.0

      \[\leadsto \frac{\log \color{blue}{\left({\left(re \cdot re + im \cdot im\right)}^{\frac{1}{2}}\right)}}{\sqrt{\log 10} \cdot \sqrt{\log 10}}\]
    6. Applied log-pow17.0

      \[\leadsto \frac{\color{blue}{\frac{1}{2} \cdot \log \left(re \cdot re + im \cdot im\right)}}{\sqrt{\log 10} \cdot \sqrt{\log 10}}\]
    7. Applied times-frac17.0

      \[\leadsto \color{blue}{\frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \frac{\log \left(re \cdot re + im \cdot im\right)}{\sqrt{\log 10}}}\]
    8. Using strategy rm
    9. Applied div-inv16.8

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \color{blue}{\left(\log \left(re \cdot re + im \cdot im\right) \cdot \frac{1}{\sqrt{\log 10}}\right)}\]
    10. Using strategy rm
    11. Applied add-sqr-sqrt16.8

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \left(\log \left(re \cdot re + im \cdot im\right) \cdot \color{blue}{\left(\sqrt{\frac{1}{\sqrt{\log 10}}} \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\right)}\right)\]
    12. Applied associate-*r*16.9

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \color{blue}{\left(\left(\log \left(re \cdot re + im \cdot im\right) \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\right) \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\right)}\]
    13. Using strategy rm
    14. Applied associate-*l*16.8

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \color{blue}{\left(\log \left(re \cdot re + im \cdot im\right) \cdot \left(\sqrt{\frac{1}{\sqrt{\log 10}}} \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\right)\right)}\]

    if -9.888754662830056e-214 < re < -7.432754596401146e-269 or 4.670873727021844e-211 < re < 1.942710743904727e-125

    1. Initial program 26.9

      \[\frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\log 10}\]
    2. Initial simplification26.9

      \[\leadsto \frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\log 10}\]
    3. Using strategy rm
    4. Applied add-sqr-sqrt26.9

      \[\leadsto \frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\color{blue}{\sqrt{\log 10} \cdot \sqrt{\log 10}}}\]
    5. Applied pow1/226.9

      \[\leadsto \frac{\log \color{blue}{\left({\left(re \cdot re + im \cdot im\right)}^{\frac{1}{2}}\right)}}{\sqrt{\log 10} \cdot \sqrt{\log 10}}\]
    6. Applied log-pow26.9

      \[\leadsto \frac{\color{blue}{\frac{1}{2} \cdot \log \left(re \cdot re + im \cdot im\right)}}{\sqrt{\log 10} \cdot \sqrt{\log 10}}\]
    7. Applied times-frac26.8

      \[\leadsto \color{blue}{\frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \frac{\log \left(re \cdot re + im \cdot im\right)}{\sqrt{\log 10}}}\]
    8. Using strategy rm
    9. Applied div-inv26.7

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \color{blue}{\left(\log \left(re \cdot re + im \cdot im\right) \cdot \frac{1}{\sqrt{\log 10}}\right)}\]
    10. Taylor expanded around 0 36.4

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \left(\color{blue}{\left(2 \cdot \log im\right)} \cdot \frac{1}{\sqrt{\log 10}}\right)\]

    if -7.432754596401146e-269 < re < 4.670873727021844e-211

    1. Initial program 30.7

      \[\frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\log 10}\]
    2. Initial simplification30.7

      \[\leadsto \frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\log 10}\]
    3. Using strategy rm
    4. Applied add-sqr-sqrt30.7

      \[\leadsto \frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\color{blue}{\sqrt{\log 10} \cdot \sqrt{\log 10}}}\]
    5. Applied pow1/230.7

      \[\leadsto \frac{\log \color{blue}{\left({\left(re \cdot re + im \cdot im\right)}^{\frac{1}{2}}\right)}}{\sqrt{\log 10} \cdot \sqrt{\log 10}}\]
    6. Applied log-pow30.7

      \[\leadsto \frac{\color{blue}{\frac{1}{2} \cdot \log \left(re \cdot re + im \cdot im\right)}}{\sqrt{\log 10} \cdot \sqrt{\log 10}}\]
    7. Applied times-frac30.6

      \[\leadsto \color{blue}{\frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \frac{\log \left(re \cdot re + im \cdot im\right)}{\sqrt{\log 10}}}\]
    8. Using strategy rm
    9. Applied div-inv30.5

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \color{blue}{\left(\log \left(re \cdot re + im \cdot im\right) \cdot \frac{1}{\sqrt{\log 10}}\right)}\]
    10. Using strategy rm
    11. Applied add-sqr-sqrt30.5

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \left(\log \left(re \cdot re + im \cdot im\right) \cdot \color{blue}{\left(\sqrt{\frac{1}{\sqrt{\log 10}}} \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\right)}\right)\]
    12. Applied associate-*r*30.6

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \color{blue}{\left(\left(\log \left(re \cdot re + im \cdot im\right) \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\right) \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\right)}\]
    13. Using strategy rm
    14. Applied associate-*r*30.6

      \[\leadsto \color{blue}{\left(\frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \left(\log \left(re \cdot re + im \cdot im\right) \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\right)\right) \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}}\]

    if 4.1181592821076165e+123 < re

    1. Initial program 54.7

      \[\frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\log 10}\]
    2. Initial simplification54.7

      \[\leadsto \frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\log 10}\]
    3. Using strategy rm
    4. Applied add-sqr-sqrt54.7

      \[\leadsto \frac{\log \left(\sqrt{re \cdot re + im \cdot im}\right)}{\color{blue}{\sqrt{\log 10} \cdot \sqrt{\log 10}}}\]
    5. Applied pow1/254.7

      \[\leadsto \frac{\log \color{blue}{\left({\left(re \cdot re + im \cdot im\right)}^{\frac{1}{2}}\right)}}{\sqrt{\log 10} \cdot \sqrt{\log 10}}\]
    6. Applied log-pow54.7

      \[\leadsto \frac{\color{blue}{\frac{1}{2} \cdot \log \left(re \cdot re + im \cdot im\right)}}{\sqrt{\log 10} \cdot \sqrt{\log 10}}\]
    7. Applied times-frac54.7

      \[\leadsto \color{blue}{\frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \frac{\log \left(re \cdot re + im \cdot im\right)}{\sqrt{\log 10}}}\]
    8. Using strategy rm
    9. Applied div-inv54.7

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \color{blue}{\left(\log \left(re \cdot re + im \cdot im\right) \cdot \frac{1}{\sqrt{\log 10}}\right)}\]
    10. Taylor expanded around inf 8.1

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \left(\color{blue}{\left(-2 \cdot \log \left(\frac{1}{re}\right)\right)} \cdot \frac{1}{\sqrt{\log 10}}\right)\]
    11. Simplified8.1

      \[\leadsto \frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \left(\color{blue}{\left(\log re \cdot 2\right)} \cdot \frac{1}{\sqrt{\log 10}}\right)\]
  3. Recombined 5 regimes into one program.
  4. Final simplification17.7

    \[\leadsto \begin{array}{l} \mathbf{if}\;re \le -3.879896324034765 \cdot 10^{+144}:\\ \;\;\;\;\left(\left(\log \left(\frac{-1}{re}\right) \cdot -2\right) \cdot \frac{1}{\sqrt{\log 10}}\right) \cdot \frac{\frac{1}{2}}{\sqrt{\log 10}}\\ \mathbf{elif}\;re \le -9.888754662830056 \cdot 10^{-214}:\\ \;\;\;\;\left(\left(\sqrt{\frac{1}{\sqrt{\log 10}}} \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\right) \cdot \log \left(im \cdot im + re \cdot re\right)\right) \cdot \frac{\frac{1}{2}}{\sqrt{\log 10}}\\ \mathbf{elif}\;re \le -7.432754596401146 \cdot 10^{-269}:\\ \;\;\;\;\frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \left(\frac{1}{\sqrt{\log 10}} \cdot \left(2 \cdot \log im\right)\right)\\ \mathbf{elif}\;re \le 4.670873727021844 \cdot 10^{-211}:\\ \;\;\;\;\left(\left(\sqrt{\frac{1}{\sqrt{\log 10}}} \cdot \log \left(im \cdot im + re \cdot re\right)\right) \cdot \frac{\frac{1}{2}}{\sqrt{\log 10}}\right) \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\\ \mathbf{elif}\;re \le 1.942710743904727 \cdot 10^{-125}:\\ \;\;\;\;\frac{\frac{1}{2}}{\sqrt{\log 10}} \cdot \left(\frac{1}{\sqrt{\log 10}} \cdot \left(2 \cdot \log im\right)\right)\\ \mathbf{elif}\;re \le 4.1181592821076165 \cdot 10^{+123}:\\ \;\;\;\;\left(\left(\sqrt{\frac{1}{\sqrt{\log 10}}} \cdot \sqrt{\frac{1}{\sqrt{\log 10}}}\right) \cdot \log \left(im \cdot im + re \cdot re\right)\right) \cdot \frac{\frac{1}{2}}{\sqrt{\log 10}}\\ \mathbf{else}:\\ \;\;\;\;\left(\left(2 \cdot \log re\right) \cdot \frac{1}{\sqrt{\log 10}}\right) \cdot \frac{\frac{1}{2}}{\sqrt{\log 10}}\\ \end{array}\]

Reproduce

herbie shell --seed 2018362 
(FPCore (re im)
  :name "math.log10 on complex, real part"
  (/ (log (sqrt (+ (* re re) (* im im)))) (log 10)))

Details

Time bar (total: 21.4s)Debug log

start78.0ms

Algorithm
intervals

setup44.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 29.8b

localize41.0ms

Local error

Found 3 expressions with local error:

28.3b
(sqrt (+ (* re re) (* im im)))
0.6b
(/ (log (sqrt (+ (* re re) (* im im)))) (log 10))
0.0b
(+ (* re re) (* im im))

rewrite29.0ms

Algorithm
rewrite-expression-head
Counts
3 → 62
Calls

3 calls. Slowest were:

17.0ms
(/ (log (sqrt (+ (* re re) (* im im)))) (log 10))
6.0ms
(sqrt (+ (* re re) (* im im)))
4.0ms
(+ (* re re) (* im im))

series234.0ms

Counts
3 → 9
Calls

3 calls. Slowest were:

162.0ms
(/ (log (sqrt (+ (* re re) (* im im)))) (log 10))
47.0ms
(sqrt (+ (* re re) (* im im)))
25.0ms
(+ (* re re) (* im im))

simplify1.2s

Counts
55 → 71
Calls

55 calls. Slowest were:

184.0ms
(/ (log (sqrt (- (* (* re re) (* re re)) (* (* im im) (* im im))))) (log 10))
162.0ms
(sqrt (- (* (* re re) (* re re)) (* (* im im) (* im im))))
144.0ms
(/ (* (* (log (sqrt (+ (* re re) (* im im)))) (log (sqrt (+ (* re re) (* im im))))) (log (sqrt (+ (* re re) (* im im))))) (* (* (log 10) (log 10)) (log 10)))

prune1.1s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 6.3b

localize15.0ms

Local error

Found 4 expressions with local error:

29.4b
(log (+ (* re re) (* im im)))
0.5b
(/ (log (+ (* re re) (* im im))) (sqrt (log 10)))
0.3b
(* (/ 1/2 (sqrt (log 10))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10))))
0.0b
(+ (* re re) (* im im))

rewrite19.0ms

Algorithm
rewrite-expression-head
Counts
4 → 121
Calls

4 calls. Slowest were:

7.0ms
(/ (log (+ (* re re) (* im im))) (sqrt (log 10)))
6.0ms
(* (/ 1/2 (sqrt (log 10))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10))))
2.0ms
(+ (* re re) (* im im))

series376.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

170.0ms
(/ (log (+ (* re re) (* im im))) (sqrt (log 10)))
134.0ms
(* (/ 1/2 (sqrt (log 10))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10))))
48.0ms
(log (+ (* re re) (* im im)))
24.0ms
(+ (* re re) (* im im))

simplify2.6s

Counts
118 → 133
Calls

118 calls. Slowest were:

526.0ms
(* (* (* (/ 1/2 (sqrt (log 10))) (/ 1/2 (sqrt (log 10)))) (/ 1/2 (sqrt (log 10)))) (* (* (/ (log (+ (* re re) (* im im))) (sqrt (log 10))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10)))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10)))))
164.0ms
(+ (log (/ 1/2 (sqrt (log 10)))) (- (log (log (+ (* re re) (* im im)))) (log (sqrt (log 10)))))
148.0ms
(log (- (* (* re re) (* re re)) (* (* im im) (* im im))))

prune2.2s

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 6.1b

localize19.0ms

Local error

Found 4 expressions with local error:

29.4b
(log (+ (* re re) (* im im)))
0.3b
(* (/ 1/2 (sqrt (log 10))) (* (log (+ (* re re) (* im im))) (/ 1 (sqrt (log 10)))))
0.2b
(* (log (+ (* re re) (* im im))) (/ 1 (sqrt (log 10))))
0.0b
(+ (* re re) (* im im))

rewrite41.0ms

Algorithm
rewrite-expression-head
Counts
4 → 72
Calls

4 calls. Slowest were:

22.0ms
(* (/ 1/2 (sqrt (log 10))) (* (log (+ (* re re) (* im im))) (/ 1 (sqrt (log 10)))))
10.0ms
(* (log (+ (* re re) (* im im))) (/ 1 (sqrt (log 10))))
4.0ms
(+ (* re re) (* im im))

series415.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

177.0ms
(* (log (+ (* re re) (* im im))) (/ 1 (sqrt (log 10))))
167.0ms
(* (/ 1/2 (sqrt (log 10))) (* (log (+ (* re re) (* im im))) (/ 1 (sqrt (log 10)))))
45.0ms
(log (+ (* re re) (* im im)))
27.0ms
(+ (* re re) (* im im))

simplify3.0s

Counts
48 → 84
Calls

48 calls. Slowest were:

545.0ms
(+ (log (/ 1/2 (sqrt (log 10)))) (+ (log (log (+ (* re re) (* im im)))) (log (/ 1 (sqrt (log 10))))))
427.0ms
(+ (log (/ 1/2 (sqrt (log 10)))) (log (* (log (+ (* re re) (* im im))) (/ 1 (sqrt (log 10))))))
349.0ms
(* (* (* (log (+ (* re re) (* im im))) (log (+ (* re re) (* im im)))) (log (+ (* re re) (* im im)))) (* (* (/ 1 (sqrt (log 10))) (/ 1 (sqrt (log 10)))) (/ 1 (sqrt (log 10)))))

prune1.4s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 6.1b

localize24.0ms

Local error

Found 4 expressions with local error:

29.4b
(log (+ (* re re) (* im im)))
0.3b
(* (* (log (+ (* re re) (* im im))) (sqrt (/ 1 (sqrt (log 10))))) (sqrt (/ 1 (sqrt (log 10)))))
0.3b
(* (/ 1/2 (sqrt (log 10))) (* (* (log (+ (* re re) (* im im))) (sqrt (/ 1 (sqrt (log 10))))) (sqrt (/ 1 (sqrt (log 10))))))
0.3b
(* (log (+ (* re re) (* im im))) (sqrt (/ 1 (sqrt (log 10)))))

rewrite86.0ms

Algorithm
rewrite-expression-head
Counts
4 → 91
Calls

4 calls. Slowest were:

51.0ms
(* (/ 1/2 (sqrt (log 10))) (* (* (log (+ (* re re) (* im im))) (sqrt (/ 1 (sqrt (log 10))))) (sqrt (/ 1 (sqrt (log 10))))))
25.0ms
(* (* (log (+ (* re re) (* im im))) (sqrt (/ 1 (sqrt (log 10))))) (sqrt (/ 1 (sqrt (log 10)))))
5.0ms
(* (log (+ (* re re) (* im im))) (sqrt (/ 1 (sqrt (log 10)))))

series744.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

343.0ms
(* (log (+ (* re re) (* im im))) (sqrt (/ 1 (sqrt (log 10)))))
237.0ms
(* (* (log (+ (* re re) (* im im))) (sqrt (/ 1 (sqrt (log 10))))) (sqrt (/ 1 (sqrt (log 10)))))
123.0ms
(* (/ 1/2 (sqrt (log 10))) (* (* (log (+ (* re re) (* im im))) (sqrt (/ 1 (sqrt (log 10))))) (sqrt (/ 1 (sqrt (log 10))))))
40.0ms
(log (+ (* re re) (* im im)))

simplify4.0s

Counts
71 → 103
Calls

71 calls. Slowest were:

373.0ms
(* (* (* (log (+ (* re re) (* im im))) (log (+ (* re re) (* im im)))) (log (+ (* re re) (* im im)))) (* (* (sqrt (/ 1 (sqrt (log 10)))) (sqrt (/ 1 (sqrt (log 10))))) (sqrt (/ 1 (sqrt (log 10))))))
335.0ms
(+ (log (/ 1/2 (sqrt (log 10)))) (+ (+ (log (log (+ (* re re) (* im im)))) (log (sqrt (/ 1 (sqrt (log 10)))))) (log (sqrt (/ 1 (sqrt (log 10)))))))
326.0ms
(+ (log (/ 1/2 (sqrt (log 10)))) (+ (log (* (log (+ (* re re) (* im im))) (sqrt (/ 1 (sqrt (log 10)))))) (log (sqrt (/ 1 (sqrt (log 10)))))))

prune2.2s

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 6.1b

regimes1.0s

Accuracy

55.1% (10.9b remaining)

Error of 17.7b against oracle of 6.8b and baseline of 31.1b

bsearch575.0ms