Details

Time bar (total: 20.7s)

sample130.0ms

Algorithm
intervals
Results
59.0ms256×body80valid
34.0ms250×body80nan

simplify14.0ms

Counts
1 → 1
Iterations
IterNodes
done23
123
018

prune23.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.8b

localize40.0ms

Local error

Found 4 expressions with local error:

0.4b
(/ (+ (* (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))
0.5b
(* (log base) (log base))
32.1b
(sqrt (+ (* re re) (* im im)))

rewrite94.0ms

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:
42.0ms
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (+ (* (log base) (log base)) (* 0.0 0.0)))
14.0ms
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
28.0ms
(* (log base) (log base))
7.0ms
(sqrt (+ (* re re) (* im im)))

series568.0ms

Counts
4 → 12
Calls
4 calls:
163.0ms
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (+ (* (log base) (log base)) (* 0.0 0.0)))
117.0ms
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
232.0ms
(* (log base) (log base))
56.0ms
(sqrt (+ (* re re) (* im im)))

simplify2.6s

Counts
122 → 122
Iterations
IterNodes
done5000
22887
1507
0200

prune858.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 8.1b

localize46.0ms

Local error

Found 4 expressions with local error:

0.4b
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (sqrt (+ (* 0.0 0.0) (pow (log base) 2))))
0.5b
(pow (log base) 2)
0.5b
(* (log base) (log base))
32.1b
(sqrt (+ (* re re) (* im im)))

rewrite76.0ms

Algorithm
rewrite-expression-head
Rules
31×add-sqr-sqrt
30×*-un-lft-identity
28×add-cube-cbrt
20×pow1
18×times-frac
15×sqrt-prod
add-exp-log
add-cbrt-cube
log-pow
log-prod associate-/r* swap-sqr
unpow-prod-down sqrt-div associate-*r* associate-*l* add-log-exp
distribute-rgt-in pow-unpow distribute-lft-in flip3-+ flip-+ associate-/l*
associate-/r/ associate-/l/
pow2 pow-to-exp cbrt-undiv rem-sqrt-square clear-num pow-pow frac-2neg sqrt-pow1 pow-plus pow1/2 div-exp pow-prod-down pow-exp prod-exp pow-sqr *-commutative pow-prod-up cbrt-unprod div-inv unpow2 unswap-sqr sqr-pow
Counts
4 → 113
Calls
4 calls:
55.0ms
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (sqrt (+ (* 0.0 0.0) (pow (log base) 2))))
3.0ms
(pow (log base) 2)
8.0ms
(* (log base) (log base))
7.0ms
(sqrt (+ (* re re) (* im im)))

series730.0ms

Counts
4 → 12
Calls
4 calls:
110.0ms
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (sqrt (+ (* 0.0 0.0) (pow (log base) 2))))
300.0ms
(pow (log base) 2)
278.0ms
(* (log base) (log base))
42.0ms
(sqrt (+ (* re re) (* im im)))

simplify2.6s

Counts
125 → 125
Iterations
IterNodes
done5002
22617
1499
0203

prune1.2s

Pruning

17 alts after pruning (16 fresh and 1 done)

Merged error: 7.8b

localize57.0ms

Local error

Found 4 expressions with local error:

0.4b
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (sqrt (+ (* 0.0 0.0) (pow (log base) 2))))
0.5b
(pow (log base) 2)
0.5b
(pow (log base) 2)
32.1b
(sqrt (+ (* re re) (* im im)))

rewrite72.0ms

Algorithm
rewrite-expression-head
Rules
25×add-sqr-sqrt
24×*-un-lft-identity add-cube-cbrt
18×times-frac
15×sqrt-prod
pow1
unpow-prod-down add-exp-log
pow-unpow associate-/r* add-cbrt-cube
sqrt-div add-log-exp
flip3-+ flip-+ associate-/l*
pow-to-exp pow-pow pow-exp associate-/r/ log-pow unpow2 sqr-pow associate-/l/
cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 div-exp div-inv
Counts
4 → 96
Calls
4 calls:
47.0ms
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (sqrt (+ (* 0.0 0.0) (pow (log base) 2))))
5.0ms
(pow (log base) 2)
5.0ms
(pow (log base) 2)
12.0ms
(sqrt (+ (* re re) (* im im)))

series656.0ms

Counts
4 → 12
Calls
4 calls:
76.0ms
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (sqrt (+ (* 0.0 0.0) (pow (log base) 2))))
241.0ms
(pow (log base) 2)
277.0ms
(pow (log base) 2)
61.0ms
(sqrt (+ (* re re) (* im im)))

simplify786.0ms

Counts
108 → 108
Iterations
IterNodes
done5000
21524
1406
0167

prune970.0ms

Pruning

18 alts after pruning (17 fresh and 1 done)

Merged error: 7.8b

localize60.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (log (sqrt (+ (* re re) (* im im)))) (log base)))
32.1b
(sqrt (+ (* re re) (* im im)))
32.1b
(sqrt (+ (* re re) (* im im)))
32.1b
(sqrt (+ (* re re) (* im im)))

rewrite65.0ms

Algorithm
rewrite-expression-head
Rules
46×pow1
17×pow-prod-down
16×add-cbrt-cube add-exp-log
14×add-sqr-sqrt
12×distribute-rgt-in log-prod distribute-lft-in
11×*-un-lft-identity add-cube-cbrt
sqrt-prod
prod-exp cbrt-unprod
sqrt-div
pow-sqr pow-prod-up add-log-exp
rem-sqrt-square sqrt-pow1 flip3-+ pow1/2 flip-+
pow-plus
pow2 swap-sqr associate-*r* associate-*l* *-commutative
Counts
4 → 91
Calls
4 calls:
38.0ms
(* (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (log (sqrt (+ (* re re) (* im im)))) (log base)))
7.0ms
(sqrt (+ (* re re) (* im im)))
7.0ms
(sqrt (+ (* re re) (* im im)))
11.0ms
(sqrt (+ (* re re) (* im im)))

series361.0ms

Counts
4 → 12
Calls
4 calls:
171.0ms
(* (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (log (sqrt (+ (* re re) (* im im)))) (log base)))
66.0ms
(sqrt (+ (* re re) (* im im)))
73.0ms
(sqrt (+ (* re re) (* im im)))
50.0ms
(sqrt (+ (* re re) (* im im)))

simplify1.0s

Counts
103 → 103
Iterations
IterNodes
done5000
21548
1360
0125

prune759.0ms

Pruning

20 alts after pruning (18 fresh and 2 done)

Merged error: 7.7b

regimes1.6s

Accuracy

57.8% (10.5b remaining)

Error of 17.2b against oracle of 6.7b and baseline of 31.7b

bsearch313.0ms

Steps
ItersRangePoint
8
5.32879288388449e+97
2.5678194040371354e+101
2.190589872393484e+99
8
-1.2509693448545742e+92
-1.767245734559518e+88
-9.737457083335623e+91

simplify1.2s

Iterations
IterNodes
done5000
104509
93287
82284
71423
6919
5622
4351
3119
271
161
044

end0.0ms

sample3.9s

Algorithm
intervals
Results
1.7s8000×body80valid
1.4s7964×body80nan