Average Error: 60.5 → 59.3
Time: 55.8s
Precision: 64
Internal Precision: 128
\[\cos^{-1} \left({\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}^{\left(\log_* (1 + a)\right)}\right)\]
\[\cos^{-1} \left({\left(\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)} \cdot \left(\log \left(\sqrt[3]{e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}} \cdot \sqrt[3]{e^{\sqrt{\log \left(e^{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}\right)}}}\right) + \log \left(\sqrt[3]{e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}}\right)\right)\right)}^{\left(\log_* (1 + a)\right)}\right)\]

Error

Bits error versus a

Derivation

  1. Initial program 60.5

    \[\cos^{-1} \left({\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}^{\left(\log_* (1 + a)\right)}\right)\]
  2. Using strategy rm
  3. Applied add-log-exp59.6

    \[\leadsto \cos^{-1} \left({\color{blue}{\left(\log \left(e^{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}\right)\right)}}^{\left(\log_* (1 + a)\right)}\right)\]
  4. Using strategy rm
  5. Applied add-sqr-sqrt59.6

    \[\leadsto \cos^{-1} \left({\left(\log \left(e^{\color{blue}{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)} \cdot \sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}}\right)\right)}^{\left(\log_* (1 + a)\right)}\right)\]
  6. Applied exp-prod59.6

    \[\leadsto \cos^{-1} \left({\left(\log \color{blue}{\left({\left(e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}\right)}^{\left(\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}\right)}\right)}\right)}^{\left(\log_* (1 + a)\right)}\right)\]
  7. Applied log-pow59.3

    \[\leadsto \cos^{-1} \left({\color{blue}{\left(\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)} \cdot \log \left(e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}\right)\right)}}^{\left(\log_* (1 + a)\right)}\right)\]
  8. Using strategy rm
  9. Applied add-cube-cbrt59.3

    \[\leadsto \cos^{-1} \left({\left(\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)} \cdot \log \color{blue}{\left(\left(\sqrt[3]{e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}} \cdot \sqrt[3]{e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}}\right) \cdot \sqrt[3]{e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}}\right)}\right)}^{\left(\log_* (1 + a)\right)}\right)\]
  10. Applied log-prod59.3

    \[\leadsto \cos^{-1} \left({\left(\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)} \cdot \color{blue}{\left(\log \left(\sqrt[3]{e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}} \cdot \sqrt[3]{e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}}\right) + \log \left(\sqrt[3]{e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}}\right)\right)}\right)}^{\left(\log_* (1 + a)\right)}\right)\]
  11. Using strategy rm
  12. Applied add-log-exp59.3

    \[\leadsto \cos^{-1} \left({\left(\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)} \cdot \left(\log \left(\sqrt[3]{e^{\sqrt{\color{blue}{\log \left(e^{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}\right)}}}} \cdot \sqrt[3]{e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}}\right) + \log \left(\sqrt[3]{e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}}\right)\right)\right)}^{\left(\log_* (1 + a)\right)}\right)\]
  13. Final simplification59.3

    \[\leadsto \cos^{-1} \left({\left(\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)} \cdot \left(\log \left(\sqrt[3]{e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}} \cdot \sqrt[3]{e^{\sqrt{\log \left(e^{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}\right)}}}\right) + \log \left(\sqrt[3]{e^{\sqrt{\left(\left(\cosh a\right) \bmod \left(a \cdot a\right)\right)}}}\right)\right)\right)}^{\left(\log_* (1 + a)\right)}\right)\]

Reproduce

herbie shell --seed 2019010 
(FPCore (a)
  :name "Random Jason Timeout Test 012"
  (acos (pow (fmod (cosh a) (* a a)) (log1p a))))

Details

Time bar (total: 53.5s)Debug log

sample1.6s

Algorithm
intervals

simplify14.0ms

Counts
1 → 1
Calls
1 calls:
Slowest
14.0ms
(acos (pow (fmod (cosh a) (* a a)) (log1p a)))

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 60.7b

localize36.0ms

Local error

Found 2 expressions with local error:

59.8b
(fmod (cosh a) (* a a))
1.2b
(acos (pow (fmod (cosh a) (* a a)) (log1p a)))

rewrite6.0ms

Algorithm
rewrite-expression-head
Rules
add-log-exp
add-cube-cbrt
add-exp-log
add-cbrt-cube
*-un-lft-identity
pow1
add-sqr-sqrt
acos-asin
Counts
2 → 15
Calls
2 calls:
Slowest
2.0ms
(acos (pow (fmod (cosh a) (* a a)) (log1p a)))
2.0ms
(fmod (cosh a) (* a a))

series39.0ms

Counts
2 → 6
Calls
2 calls:
Slowest
34.0ms
(fmod (cosh a) (* a a))
5.0ms
(acos (pow (fmod (cosh a) (* a a)) (log1p a)))

simplify63.0ms

Counts
6 → 21
Calls
6 calls:
Slowest
16.0ms
(acos (pow (fmod (cosh a) (pow a 2)) (log1p a)))
15.0ms
(acos (pow (fmod (cosh a) (pow a 2)) (log1p a)))
15.0ms
(acos (pow (fmod (cosh a) (pow a 2)) (log1p a)))
5.0ms
(fmod (cosh a) (pow a 2))
5.0ms
(fmod (cosh a) (pow a 2))

prune313.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 59.5b

localize22.0ms

Local error

Found 3 expressions with local error:

59.8b
(fmod (cosh a) (* a a))
10.1b
(log (exp (fmod (cosh a) (* a a))))
1.2b
(acos (pow (log (exp (fmod (cosh a) (* a a)))) (log1p a)))

rewrite6.0ms

Algorithm
rewrite-expression-head
Rules
add-cube-cbrt
*-un-lft-identity
add-sqr-sqrt
log-pow
pow1
add-log-exp
add-exp-log
add-cbrt-cube
exp-prod
log-prod
rem-log-exp
acos-asin
Counts
3 → 30
Calls
3 calls:
Slowest
3.0ms
(log (exp (fmod (cosh a) (* a a))))
2.0ms
(acos (pow (log (exp (fmod (cosh a) (* a a)))) (log1p a)))
0.0ms
(fmod (cosh a) (* a a))

series11.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
4.0ms
(log (exp (fmod (cosh a) (* a a))))
4.0ms
(fmod (cosh a) (* a a))
3.0ms
(acos (pow (log (exp (fmod (cosh a) (* a a)))) (log1p a)))

simplify92.0ms

Counts
16 → 39
Calls
16 calls:
Slowest
9.0ms
(log (* (cbrt (exp (fmod (cosh a) (* a a)))) (cbrt (exp (fmod (cosh a) (* a a))))))
8.0ms
(fmod (cosh a) (pow a 2))
7.0ms
(log (sqrt (exp (fmod (cosh a) (* a a)))))
7.0ms
(acos (pow (fmod (cosh a) (pow a 2)) (log1p a)))
7.0ms
(acos (pow (fmod (cosh a) (pow a 2)) (log1p a)))

prune555.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 59.5b

localize27.0ms

Local error

Found 4 expressions with local error:

59.8b
(fmod (cosh a) (* a a))
59.8b
(fmod (cosh a) (* a a))
9.3b
(log (exp (sqrt (fmod (cosh a) (* a a)))))
1.2b
(acos (pow (* (sqrt (fmod (cosh a) (* a a))) (log (exp (sqrt (fmod (cosh a) (* a a)))))) (log1p a)))

rewrite5.0ms

Algorithm
rewrite-expression-head
Rules
add-cube-cbrt
log-pow
*-un-lft-identity
add-sqr-sqrt
exp-prod
pow1
add-log-exp
add-exp-log
add-cbrt-cube
sqrt-prod
log-prod
rem-log-exp
acos-asin
Counts
4 → 40
Calls
4 calls:
Slowest
3.0ms
(log (exp (sqrt (fmod (cosh a) (* a a)))))
1.0ms
(acos (pow (* (sqrt (fmod (cosh a) (* a a))) (log (exp (sqrt (fmod (cosh a) (* a a)))))) (log1p a)))
0.0ms
(fmod (cosh a) (* a a))
0.0ms
(fmod (cosh a) (* a a))

series20.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
12.0ms
(log (exp (sqrt (fmod (cosh a) (* a a)))))
4.0ms
(acos (pow (* (sqrt (fmod (cosh a) (* a a))) (log (exp (sqrt (fmod (cosh a) (* a a)))))) (log1p a)))
2.0ms
(fmod (cosh a) (* a a))
2.0ms
(fmod (cosh a) (* a a))

simplify174.0ms

Counts
22 → 52
Calls
22 calls:
Slowest
21.0ms
(sqrt (cbrt (fmod (cosh a) (* a a))))
18.0ms
(log (* (cbrt (exp (sqrt (fmod (cosh a) (* a a))))) (cbrt (exp (sqrt (fmod (cosh a) (* a a)))))))
16.0ms
(log (sqrt (exp (sqrt (fmod (cosh a) (* a a))))))
14.0ms
(sqrt (sqrt (fmod (cosh a) (* a a))))
14.0ms
(cbrt (sqrt (fmod (cosh a) (* a a))))

prune934.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 59.5b

localize44.0ms

Local error

Found 4 expressions with local error:

59.8b
(fmod (cosh a) (* a a))
59.8b
(fmod (cosh a) (* a a))
59.8b
(fmod (cosh a) (* a a))
59.8b
(fmod (cosh a) (* a a))

rewrite2.0ms

Algorithm
rewrite-expression-head
Rules
add-log-exp
add-cube-cbrt
add-exp-log
add-cbrt-cube
*-un-lft-identity
pow1
add-sqr-sqrt
Counts
4 → 28
Calls
4 calls:
Slowest
0.0ms
(fmod (cosh a) (* a a))
0.0ms
(fmod (cosh a) (* a a))
0.0ms
(fmod (cosh a) (* a a))
0.0ms
(fmod (cosh a) (* a a))

series15.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
4.0ms
(fmod (cosh a) (* a a))
4.0ms
(fmod (cosh a) (* a a))
4.0ms
(fmod (cosh a) (* a a))
4.0ms
(fmod (cosh a) (* a a))

simplify65.0ms

Counts
12 → 40
Calls
12 calls:
Slowest
10.0ms
(fmod (cosh a) (pow a 2))
5.0ms
(fmod (cosh a) (pow a 2))
5.0ms
(fmod (cosh a) (pow a 2))
5.0ms
(fmod (cosh a) (pow a 2))
5.0ms
(fmod (cosh a) (pow a 2))

prune781.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 59.4b

regimes214.0ms

Accuracy

0% (0.1b remaining)

Error of 59.3b against oracle of 59.1b and baseline of 59.3b

bsearch5.0ms

end0.0ms

sample48.5s

Algorithm
intervals