Details

Time bar (total: 15.9s)

sample86.0ms

Algorithm
intervals
Results
35.0ms85×body1280valid
21.0ms39×body640valid
11.0ms182×body80valid
5.0ms26×body320valid
2.0ms14×body160valid

simplify1.7s

Counts
1 → 1
Iterations
IterNodes
done2061
82061
71575
6382
5135
456
329
219
114
06

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 29.3b

localize18.0ms

Local error

Found 2 expressions with local error:

0.0b
(exp (* a x))
3.8b
(- (exp (* a x)) 1)

rewrite32.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt add-log-exp
*-un-lft-identity
pow1 add-cbrt-cube add-exp-log add-cube-cbrt insert-posit16 difference-of-squares
exp-prod sub-neg flip3-- exp-to-pow diff-log difference-of-sqr-1 flip-- distribute-lft-out-- rem-exp-log
Counts
2 → 28
Calls
2 calls:
8.0ms
(exp (* a x))
23.0ms
(- (exp (* a x)) 1)

series83.0ms

Counts
2 → 6
Calls
2 calls:
25.0ms
(exp (* a x))
58.0ms
(- (exp (* a x)) 1)

simplify1.2s

Counts
34 → 34
Iterations
IterNodes
done2009
42009
31134
2328
1123
056

prune346.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize52.0ms

Local error

Found 4 expressions with local error:

1.0b
(* (* (* a x) (* a x)) a)
4.0b
(* (* 1/6 x) (* (* (* a x) (* a x)) a))
5.0b
(+ (* 1/2 (* (* a x) (* a x))) (* a x))
11.8b
(+ (* (* 1/6 x) (* (* (* a x) (* a x)) a)) (+ (* 1/2 (* (* a x) (* a x))) (* a x)))

rewrite876.0ms

Algorithm
rewrite-expression-head
Rules
78×pow1 add-cbrt-cube add-exp-log
57×pow-prod-down prod-exp cbrt-unprod
11×add-log-exp
add-sqr-sqrt
*-un-lft-identity add-cube-cbrt
sum-log associate-*r* insert-posit16
+-commutative flip3-+ associate-*l* *-commutative flip-+
associate-+r+ unswap-sqr
Counts
4 → 102
Calls
4 calls:
86.0ms
(* (* (* a x) (* a x)) a)
261.0ms
(* (* 1/6 x) (* (* (* a x) (* a x)) a))
72.0ms
(+ (* 1/2 (* (* a x) (* a x))) (* a x))
454.0ms
(+ (* (* 1/6 x) (* (* (* a x) (* a x)) a)) (+ (* 1/2 (* (* a x) (* a x))) (* a x)))

series373.0ms

Counts
4 → 12
Calls
4 calls:
60.0ms
(* (* (* a x) (* a x)) a)
111.0ms
(* (* 1/6 x) (* (* (* a x) (* a x)) a))
71.0ms
(+ (* 1/2 (* (* a x) (* a x))) (* a x))
130.0ms
(+ (* (* 1/6 x) (* (* (* a x) (* a x)) a)) (+ (* 1/2 (* (* a x) (* a x))) (* a x)))

simplify1.3s

Counts
114 → 114
Iterations
IterNodes
done2005
22005
1515
0155

prune1.1s

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

localize45.0ms

Local error

Found 4 expressions with local error:

0.0b
(exp (* x (* 3 a)))
0.0b
(/ (+ -1 (exp (* x (* 3 a)))) (+ (* (exp (* a x)) (+ 1 (exp (* a x)))) 1))
0.2b
(* x (* 3 a))
3.7b
(+ -1 (exp (* x (* 3 a))))

rewrite87.0ms

Algorithm
rewrite-expression-head
Rules
24×*-un-lft-identity
14×add-sqr-sqrt add-cube-cbrt
12×times-frac
11×add-cbrt-cube add-exp-log
pow1
add-log-exp
distribute-lft-out
insert-posit16 associate-/l*
associate-/r* flip3-+ associate-*l* pow-prod-down prod-exp cbrt-unprod flip-+
associate-/r/ associate-/l/
cbrt-undiv +-commutative exp-prod clear-num sum-log frac-2neg exp-to-pow div-exp associate-*r* *-commutative div-inv rem-exp-log
Counts
4 → 79
Calls
4 calls:
12.0ms
(exp (* x (* 3 a)))
51.0ms
(/ (+ -1 (exp (* x (* 3 a)))) (+ (* (exp (* a x)) (+ 1 (exp (* a x)))) 1))
13.0ms
(* x (* 3 a))
9.0ms
(+ -1 (exp (* x (* 3 a))))

series200.0ms

Counts
4 → 12
Calls
4 calls:
20.0ms
(exp (* x (* 3 a)))
98.0ms
(/ (+ -1 (exp (* x (* 3 a)))) (+ (* (exp (* a x)) (+ 1 (exp (* a x)))) 1))
29.0ms
(* x (* 3 a))
52.0ms
(+ -1 (exp (* x (* 3 a))))

simplify1.4s

Counts
91 → 91
Iterations
IterNodes
done2041
32041
21403
1380
0149

prune916.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0b

localize27.0ms

Local error

Found 4 expressions with local error:

0.0b
(exp (* 3 (* a x)))
0.0b
(/ (- (exp (* 3 (* a x))) 1) (+ (* (exp (* a x)) (+ 1 (exp (* a x)))) 1))
0.2b
(* 3 (* a x))
3.7b
(- (exp (* 3 (* a x))) 1)

rewrite151.0ms

Algorithm
rewrite-expression-head
Rules
37×add-sqr-sqrt
32×*-un-lft-identity
21×times-frac
17×add-cube-cbrt
11×add-cbrt-cube add-exp-log
10×difference-of-squares
pow1
add-log-exp
associate-/l*
difference-of-sqr-1 distribute-lft-out--
insert-posit16
associate-/r* associate-*l* pow-prod-down prod-exp cbrt-unprod
flip3-- associate-/r/ flip-- associate-/l/
cbrt-undiv exp-prod clear-num sub-neg frac-2neg flip3-+ exp-to-pow diff-log div-sub div-exp associate-*r* *-commutative flip-+ div-inv rem-exp-log
Counts
4 → 96
Calls
4 calls:
15.0ms
(exp (* 3 (* a x)))
83.0ms
(/ (- (exp (* 3 (* a x))) 1) (+ (* (exp (* a x)) (+ 1 (exp (* a x)))) 1))
26.0ms
(* 3 (* a x))
25.0ms
(- (exp (* 3 (* a x))) 1)

series240.0ms

Counts
4 → 12
Calls
4 calls:
19.0ms
(exp (* 3 (* a x)))
114.0ms
(/ (- (exp (* 3 (* a x))) 1) (+ (* (exp (* a x)) (+ 1 (exp (* a x)))) 1))
33.0ms
(* 3 (* a x))
72.0ms
(- (exp (* 3 (* a x))) 1)

simplify1.4s

Counts
108 → 108
Iterations
IterNodes
done2019
32019
21286
1411
0163

prune1.1s

Pruning

5 alts after pruning (1 fresh and 4 done)

Merged error: 0b

regimes362.0ms

Accuracy

98.5% (0.3b remaining)

Error of 0.4b against oracle of 0.1b and baseline of 21.5b

bsearch1.0ms

simplify4.0ms

Iterations
IterNodes
done38
138
025

end0.0ms

sample2.8s

Algorithm
intervals
Results
1.6s2653×body1280valid
462.0ms1332×body640valid
343.0ms5488×body80valid
141.0ms758×body320valid
74.0ms393×body160valid