Details

Time bar (total: 19.8s)

sample148.0ms

Algorithm
intervals
Results
69.0ms304×body80nan
41.0ms256×body80valid

simplify13.0ms

Counts
1 → 1
Iterations
IterNodes
done23
123
018

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 33.6b

localize31.0ms

Local error

Found 4 expressions with local error:

0.3b
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (+ (* (log base) (log base)) (* 0.0 0.0)))
0.4b
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
0.6b
(* (log base) (log base))
31.0b
(sqrt (+ (* re re) (* im im)))

rewrite122.0ms

Algorithm
rewrite-expression-head
Rules
28×add-sqr-sqrt
25×*-un-lft-identity
23×pow1 add-cube-cbrt
12×log-prod
10×add-cbrt-cube associate-*l* add-exp-log log-pow
times-frac
associate-*r*
distribute-rgt-in distribute-lft-in swap-sqr
add-log-exp
associate-/r* flip3-+ sqrt-prod flip-+ associate-/l*
sqrt-pow1 pow1/2 sqrt-div pow-prod-down prod-exp associate-/r/ *-commutative cbrt-unprod unswap-sqr associate-/l/
pow2 cbrt-undiv rem-sqrt-square clear-num frac-2neg pow-plus div-exp pow-sqr pow-prod-up div-inv
Counts
4 → 110
Calls
4 calls:
55.0ms
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (+ (* (log base) (log base)) (* 0.0 0.0)))
19.0ms
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
15.0ms
(* (log base) (log base))
29.0ms
(sqrt (+ (* re re) (* im im)))

series516.0ms

Counts
4 → 12
Calls
4 calls:
127.0ms
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (+ (* (log base) (log base)) (* 0.0 0.0)))
125.0ms
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
214.0ms
(* (log base) (log base))
49.0ms
(sqrt (+ (* re re) (* im im)))

simplify1.7s

Counts
122 → 122
Iterations
IterNodes
done5000
21677
1505
0200

prune883.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 7.1b

localize69.0ms

Local error

Found 4 expressions with local error:

0.4b
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
0.6b
(* (log base) (log base))
0.6b
(* (log base) (log base))
31.0b
(sqrt (+ (* re re) (* im im)))

rewrite44.0ms

Algorithm
rewrite-expression-head
Rules
36×pow1
28×add-sqr-sqrt
25×*-un-lft-identity
21×add-cube-cbrt
18×log-prod
16×log-pow
14×associate-*l*
12×swap-sqr associate-*r*
10×add-cbrt-cube add-exp-log
distribute-rgt-in distribute-lft-in
add-log-exp
pow-prod-down prod-exp *-commutative sqrt-prod cbrt-unprod unswap-sqr
pow2 sqrt-pow1 pow-plus pow1/2 sqrt-div pow-sqr pow-prod-up
rem-sqrt-square flip3-+ flip-+
Counts
4 → 115
Calls
4 calls:
11.0ms
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
8.0ms
(* (log base) (log base))
12.0ms
(* (log base) (log base))
11.0ms
(sqrt (+ (* re re) (* im im)))

series561.0ms

Counts
4 → 12
Calls
4 calls:
103.0ms
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
197.0ms
(* (log base) (log base))
211.0ms
(* (log base) (log base))
50.0ms
(sqrt (+ (* re re) (* im im)))

simplify2.7s

Counts
127 → 127
Iterations
IterNodes
done5001
44375
31741
2760
1312
0130

prune905.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 7.0b

localize53.0ms

Local error

Found 4 expressions with local error:

0.6b
(* (log base) (log base))
0.6b
(* (log base) (log base))
0.6b
(* (log base) (log base))
31.0b
(sqrt (+ (* re re) (* im im)))

rewrite45.0ms

Algorithm
rewrite-expression-head
Rules
44×pow1
30×add-sqr-sqrt
29×*-un-lft-identity
23×add-cube-cbrt
18×log-prod swap-sqr log-pow
12×associate-*r* associate-*l*
10×add-cbrt-cube add-exp-log
distribute-rgt-in distribute-lft-in
add-log-exp
pow2 pow-plus pow-prod-down prod-exp pow-sqr *-commutative pow-prod-up sqrt-prod cbrt-unprod unswap-sqr
sqrt-div
rem-sqrt-square sqrt-pow1 flip3-+ pow1/2 flip-+
Counts
4 → 123
Calls
4 calls:
15.0ms
(* (log base) (log base))
10.0ms
(* (log base) (log base))
8.0ms
(* (log base) (log base))
6.0ms
(sqrt (+ (* re re) (* im im)))

series633.0ms

Counts
4 → 12
Calls
4 calls:
182.0ms
(* (log base) (log base))
197.0ms
(* (log base) (log base))
198.0ms
(* (log base) (log base))
56.0ms
(sqrt (+ (* re re) (* im im)))

simplify2.3s

Counts
135 → 135
Iterations
IterNodes
done5004
42406
31004
2512
1218
089

prune870.0ms

Pruning

16 alts after pruning (15 fresh and 1 done)

Merged error: 7.0b

localize89.0ms

Local error

Found 4 expressions with local error:

0.4b
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
0.6b
(cbrt base)
0.6b
(cbrt base)
31.0b
(sqrt (+ (* re re) (* im im)))

rewrite30.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
11×*-un-lft-identity add-cube-cbrt
10×pow1
cbrt-prod log-prod add-cbrt-cube associate-*l* add-exp-log
associate-*r* log-pow add-log-exp
distribute-rgt-in distribute-lft-in sqrt-prod
sqrt-pow1 pow1/2 pow1/3 sqrt-div
rem-sqrt-square flip3-+ pow-prod-down prod-exp *-commutative cbrt-unprod flip-+ unswap-sqr
Counts
4 → 65
Calls
4 calls:
17.0ms
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
1.0ms
(cbrt base)
1.0ms
(cbrt base)
10.0ms
(sqrt (+ (* re re) (* im im)))

series624.0ms

Counts
4 → 12
Calls
4 calls:
138.0ms
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
240.0ms
(cbrt base)
199.0ms
(cbrt base)
47.0ms
(sqrt (+ (* re re) (* im im)))

simplify2.1s

Counts
77 → 77
Iterations
IterNodes
done5000
42908
31307
2554
1245
0116

prune547.0ms

Pruning

18 alts after pruning (16 fresh and 2 done)

Merged error: 7.0b

regimes1.3s

Accuracy

57.9% (10.4b remaining)

Error of 17.5b against oracle of 7.1b and baseline of 31.8b

bsearch201.0ms

Steps
ItersRangePoint
8
8.204377162192618e+67
1.198070884819284e+71
1.1752879004201556e+71
9
-1.5811037545328982e+61
-1.4401165640648994e+52
-8.113334361781796e+60

simplify17.0ms

Iterations
IterNodes
done67
467
363
258
154
040

end0.0ms

sample3.3s

Algorithm
intervals
Results
1.6s8000×body80valid
1.2s8039×body80nan