Details

Time bar (total: 14.9s)

sample73.0ms

Algorithm
intervals
Results
29.0ms83×body1280valid
10.0ms48×body640valid
7.0ms165×body80valid
4.0ms27×body320valid
1.0ms12×body160valid

simplify3.0s

Counts
1 → 1
Iterations
IterNodes
done5002
73255
6440
5113
449
326
218
111
06

prune10.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 29.5b

localize7.0ms

Local error

Found 2 expressions with local error:

0.1b
(exp (* a x))
3.6b
(- (exp (* a x)) 1.0)

rewrite18.0ms

Algorithm
rewrite-expression-head
Rules
add-log-exp
add-sqr-sqrt *-un-lft-identity
pow1 add-cbrt-cube add-exp-log add-cube-cbrt
exp-prod sub-neg flip3-- exp-to-pow diff-log flip-- distribute-lft-out-- difference-of-squares rem-exp-log
Counts
2 → 24
Calls
2 calls:
3.0ms
(exp (* a x))
11.0ms
(- (exp (* a x)) 1.0)

series51.0ms

Counts
2 → 6
Calls
2 calls:
14.0ms
(exp (* a x))
37.0ms
(- (exp (* a x)) 1.0)

simplify1.1s

Counts
30 → 30
Iterations
IterNodes
done5000
32000
2389
1116
053

prune194.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 7.1b

localize44.0ms

Local error

Found 4 expressions with local error:

0.8b
(* x (+ (* (* a a) (* 1/2 x)) a))
7.9b
(* (* a a) (* 1/2 x))
9.5b
(+ (* (* 1/6 (pow a 3)) (pow x 3)) (* x (+ (* (* a a) (* 1/2 x)) a)))
16.8b
(* (* 1/6 (pow a 3)) (pow x 3))

rewrite258.0ms

Algorithm
rewrite-expression-head
Rules
44×add-exp-log
30×prod-exp
23×add-cbrt-cube
18×pow1
16×associate-*r*
12×cbrt-unprod
11×add-sqr-sqrt
*-un-lft-identity pow-prod-down add-cube-cbrt
pow-to-exp pow-exp
add-log-exp
associate-*l*
unpow-prod-down cube-prod *-commutative
distribute-rgt-in associate-+r+ distribute-lft-in flip3-+ associate-*r/ flip-+
cube-mult +-commutative sum-log unpow3 unswap-sqr sqr-pow
Counts
4 → 92
Calls
4 calls:
152.0ms
(* x (+ (* (* a a) (* 1/2 x)) a))
26.0ms
(* (* a a) (* 1/2 x))
43.0ms
(+ (* (* 1/6 (pow a 3)) (pow x 3)) (* x (+ (* (* a a) (* 1/2 x)) a)))
33.0ms
(* (* 1/6 (pow a 3)) (pow x 3))

series364.0ms

Counts
4 → 12
Calls
4 calls:
104.0ms
(* x (+ (* (* a a) (* 1/2 x)) a))
24.0ms
(* (* a a) (* 1/2 x))
152.0ms
(+ (* (* 1/6 (pow a 3)) (pow x 3)) (* x (+ (* (* a a) (* 1/2 x)) a)))
84.0ms
(* (* 1/6 (pow a 3)) (pow x 3))

simplify2.4s

Counts
104 → 104
Iterations
IterNodes
done5000
23555
1536
0163

prune491.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 3.4b

localize12.0ms

Local error

Found 2 expressions with local error:

3.8b
(+ (* (* a a) (* (* x x) 1/2)) (* x a))
14.4b
(* (* a a) (* (* x x) 1/2))

rewrite159.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-cbrt-cube add-exp-log
15×pow-prod-down prod-exp cbrt-unprod
add-log-exp
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
+-commutative sum-log flip3-+ associate-*r* associate-*l* *-commutative flip-+
Counts
2 → 39
Calls
2 calls:
61.0ms
(+ (* (* a a) (* (* x x) 1/2)) (* x a))
95.0ms
(* (* a a) (* (* x x) 1/2))

series114.0ms

Counts
2 → 6
Calls
2 calls:
68.0ms
(+ (* (* a a) (* (* x x) 1/2)) (* x a))
46.0ms
(* (* a a) (* (* x x) 1/2))

simplify1.7s

Counts
45 → 45
Iterations
IterNodes
done5000
22131
1287
080

prune154.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.1b

localize41.0ms

Local error

Found 3 expressions with local error:

0.1b
(* x (* (* x 1/2) a))
3.5b
(* a (* x (* (* x 1/2) a)))
3.8b
(+ (* a (* x (* (* x 1/2) a))) (* x a))

rewrite306.0ms

Algorithm
rewrite-expression-head
Rules
26×pow1 add-cbrt-cube add-exp-log
16×pow-prod-down prod-exp cbrt-unprod
associate-*l*
add-sqr-sqrt *-un-lft-identity add-cube-cbrt add-log-exp
associate-*r* *-commutative
+-commutative sum-log flip3-+ flip-+
Counts
3 → 56
Calls
3 calls:
50.0ms
(* x (* (* x 1/2) a))
128.0ms
(* a (* x (* (* x 1/2) a)))
126.0ms
(+ (* a (* x (* (* x 1/2) a))) (* x a))

series189.0ms

Counts
3 → 9
Calls
3 calls:
40.0ms
(* x (* (* x 1/2) a))
51.0ms
(* a (* x (* (* x 1/2) a)))
99.0ms
(+ (* a (* x (* (* x 1/2) a))) (* x a))

simplify1.3s

Counts
65 → 65
Iterations
IterNodes
done5001
21830
1287
095

prune306.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.1b

regimes279.0ms

Accuracy

97.6% (0.5b remaining)

Error of 0.6b against oracle of 0.1b and baseline of 21.7b

bsearch1.0ms

simplify2.0ms

Iterations
IterNodes
done19
119
014

end0.0ms

sample2.5s

Algorithm
intervals
Results
1.2s2657×body1280valid
377.0ms1373×body640valid
301.0ms5490×body80valid
96.0ms753×body320valid
34.0ms400×body160valid