Details

Time bar (total: 12.4s)

sample75.0ms

Algorithm
intervals
Results
29.0ms86×body1280valid
12.0ms179×body80valid
9.0ms43×body640valid
4.0ms25×body320valid
1.0ms12×body160valid

simplify567.0ms

Counts
1 → 1

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 31.1b

localize7.0ms

Local error

Found 2 expressions with local error:

0.1b
(exp (* a x))
3.9b
(- (exp (* a x)) 1.0)

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
add-log-exp
add-sqr-sqrt *-un-lft-identity
pow1 add-exp-log add-cube-cbrt add-cbrt-cube
sub-neg exp-prod flip3-- exp-to-pow diff-log flip-- rem-exp-log distribute-lft-out-- difference-of-squares
Counts
2 → 24
Calls
2 calls:
8.0ms
(exp (* a x))
24.0ms
(- (exp (* a x)) 1.0)

series81.0ms

Counts
2 → 6
Calls
2 calls:
20.0ms
(exp (* a x))
61.0ms
(- (exp (* a x)) 1.0)

simplify609.0ms

Counts
30 → 30

prune127.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 8.4b

localize32.0ms

Local error

Found 4 expressions with local error:

1.7b
(* x (+ a (* (* 1/2 (pow a 2)) x)))
9.2b
(* (* 1/2 (pow a 2)) x)
11.1b
(+ (* x (+ a (* (* 1/2 (pow a 2)) x))) (* 1/6 (* (pow a 3) (pow x 3))))
19.2b
(* (pow a 3) (pow x 3))

rewrite141.0ms

Algorithm
rewrite-expression-head
Rules
39×add-sqr-sqrt
28×add-exp-log
18×associate-*r*
17×prod-exp unswap-sqr
16×associate-*l*
14×unpow-prod-down cube-prod
13×add-cube-cbrt *-un-lft-identity add-cbrt-cube
10×sqr-pow
pow1
pow-to-exp pow-exp
add-log-exp
cbrt-unprod
pow-prod-down *-commutative
distribute-rgt-in cube-mult associate-+l+ distribute-lft-in flip3-+ unpow3 associate-*r/ flip-+
+-commutative sum-log
Counts
4 → 113
Calls
4 calls:
21.0ms
(* x (+ a (* (* 1/2 (pow a 2)) x)))
46.0ms
(* (* 1/2 (pow a 2)) x)
39.0ms
(+ (* x (+ a (* (* 1/2 (pow a 2)) x))) (* 1/6 (* (pow a 3) (pow x 3))))
32.0ms
(* (pow a 3) (pow x 3))

series332.0ms

Counts
4 → 12
Calls
4 calls:
94.0ms
(* x (+ a (* (* 1/2 (pow a 2)) x)))
26.0ms
(* (* 1/2 (pow a 2)) x)
121.0ms
(+ (* x (+ a (* (* 1/2 (pow a 2)) x))) (* 1/6 (* (pow a 3) (pow x 3))))
90.0ms
(* (pow a 3) (pow x 3))

simplify2.0s

Counts
125 → 125

prune468.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 2.6b

localize25.0ms

Local error

Found 4 expressions with local error:

0.2b
(pow (* a x) 3)
1.7b
(* x (+ a (* (* 1/2 (pow a 2)) x)))
9.2b
(* (* 1/2 (pow a 2)) x)
11.1b
(+ (* x (+ a (* (* 1/2 (pow a 2)) x))) (* 1/6 (pow (* a x) 3)))

rewrite101.0ms

Algorithm
rewrite-expression-head
Rules
19×add-exp-log
14×add-cbrt-cube
11×pow1
10×add-sqr-sqrt
prod-exp
add-cube-cbrt *-un-lft-identity
associate-*r* add-log-exp
cbrt-unprod
associate-*l*
pow-unpow pow-prod-down pow-exp
distribute-rgt-in pow-to-exp associate-+l+ pow-pow distribute-lft-in flip3-+ associate-*r/ *-commutative flip-+ rem-cube-cbrt
+-commutative cube-mult unpow-prod-down unpow3 cube-prod sum-log unswap-sqr sqr-pow
Counts
4 → 76
Calls
4 calls:
8.0ms
(pow (* a x) 3)
20.0ms
(* x (+ a (* (* 1/2 (pow a 2)) x)))
37.0ms
(* (* 1/2 (pow a 2)) x)
31.0ms
(+ (* x (+ a (* (* 1/2 (pow a 2)) x))) (* 1/6 (pow (* a x) 3)))

series319.0ms

Counts
4 → 12
Calls
4 calls:
80.0ms
(pow (* a x) 3)
77.0ms
(* x (+ a (* (* 1/2 (pow a 2)) x)))
23.0ms
(* (* 1/2 (pow a 2)) x)
139.0ms
(+ (* x (+ a (* (* 1/2 (pow a 2)) x))) (* 1/6 (pow (* a x) 3)))

simplify1.4s

Counts
88 → 88

prune304.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.1b

localize28.0ms

Local error

Found 4 expressions with local error:

0.2b
(pow (* a x) 2)
0.2b
(pow (* a x) 3)
4.8b
(+ (* a x) (* 1/2 (pow (* a x) 2)))
11.1b
(+ (+ (* a x) (* 1/2 (pow (* a x) 2))) (* 1/6 (pow (* a x) 3)))

rewrite103.0ms

Algorithm
rewrite-expression-head
Rules
11×add-log-exp
10×pow1 add-exp-log
add-cbrt-cube
add-sqr-sqrt add-cube-cbrt pow-unpow *-un-lft-identity
pow-pow pow-exp sum-log
+-commutative pow-to-exp unpow-prod-down flip3-+ pow-prod-down prod-exp flip-+ rem-cube-cbrt sqr-pow
cube-mult associate-+l+ unpow3 cube-prod cbrt-unprod unpow2
Counts
4 → 64
Calls
4 calls:
6.0ms
(pow (* a x) 2)
6.0ms
(pow (* a x) 3)
15.0ms
(+ (* a x) (* 1/2 (pow (* a x) 2)))
74.0ms
(+ (+ (* a x) (* 1/2 (pow (* a x) 2))) (* 1/6 (pow (* a x) 3)))

series384.0ms

Counts
4 → 12
Calls
4 calls:
52.0ms
(pow (* a x) 2)
85.0ms
(pow (* a x) 3)
100.0ms
(+ (* a x) (* 1/2 (pow (* a x) 2)))
148.0ms
(+ (+ (* a x) (* 1/2 (pow (* a x) 2))) (* 1/6 (pow (* a x) 3)))

simplify1.1s

Counts
76 → 76

prune213.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.1b

regimes306.0ms

Accuracy

98.6% (0.3b remaining)

Error of 0.4b against oracle of 0.1b and baseline of 21.8b

bsearch1.0ms

simplify1.3s

end0.0ms

sample2.4s

Algorithm
intervals
Results
1.3s2694×body1280valid
284.0ms5524×body80valid
283.0ms1340×body640valid
91.0ms730×body320valid
30.0ms371×body160valid