Details

Time bar (total: 10.6s)

sample118.0ms

Algorithm
intervals
Results
68.0ms77×body1280valid
25.0ms52×body640valid
6.0ms24×body320valid
6.0ms92×body80valid
3.0ms64×body80nan
2.0ms11×body160valid

simplify8.0ms

Counts
1 → 1

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 39.2b

localize6.0ms

Local error

Found 1 expressions with local error:

3.4b
(log (+ 1 x))

rewrite3.0ms

Algorithm
rewrite-expression-head
Rules
log-prod *-un-lft-identity
add-sqr-sqrt pow1 log-div add-exp-log add-cube-cbrt
flip3-+ add-cbrt-cube rem-log-exp log-pow flip-+ insert-posit16 distribute-lft-out add-log-exp
Counts
1 → 16
Calls
1 calls:
Slowest
3.0ms
(log (+ 1 x))

series35.0ms

Counts
1 → 3
Calls
1 calls:
Slowest
35.0ms
(log (+ 1 x))

simplify1.5s

Counts
24 → 19

prune177.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.0b

localize24.0ms

Local error

Found 4 expressions with local error:

0.4b
(* 1/3 x)
0.0b
(* x (+ -1/2 (* 1/3 x)))
0.0b
(* (* x (+ -1/2 (* 1/3 x))) x)
0.0b
(+ x (* (* x (+ -1/2 (* 1/3 x))) x))

rewrite62.0ms

Algorithm
rewrite-expression-head
Rules
13×add-sqr-sqrt pow1 add-cbrt-cube add-exp-log
10×*-un-lft-identity
associate-*r* add-cube-cbrt
associate-*l*
add-log-exp
pow-prod-down prod-exp cbrt-unprod
associate-*r/ insert-posit16
flip3-+ *-commutative flip-+
associate-*l/ unswap-sqr
distribute-rgt-in +-commutative sum-log distribute-lft-in distribute-rgt-out distribute-rgt1-in
Counts
4 → 77
Calls
4 calls:
Slowest
33.0ms
(* (* x (+ -1/2 (* 1/3 x))) x)
12.0ms
(+ x (* (* x (+ -1/2 (* 1/3 x))) x))
10.0ms
(* x (+ -1/2 (* 1/3 x)))
6.0ms
(* 1/3 x)

series245.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
107.0ms
(* (* x (+ -1/2 (* 1/3 x))) x)
84.0ms
(* x (+ -1/2 (* 1/3 x)))
36.0ms
(+ x (* (* x (+ -1/2 (* 1/3 x))) x))
17.0ms
(* 1/3 x)

simplify342.0ms

Counts
91 → 89

prune635.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize39.0ms

Local error

Found 4 expressions with local error:

8.8b
(+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2)))
0.4b
(* 1/3 x)
0.1b
(* (* 1/3 x) x)
0.1b
(* (* (* 1/3 x) x) x)

rewrite158.0ms

Algorithm
rewrite-expression-head
Rules
20×pow1 add-cbrt-cube add-exp-log
10×add-sqr-sqrt pow-prod-down prod-exp cbrt-unprod
associate-*r* add-log-exp
*-un-lft-identity add-cube-cbrt
associate-*l*
insert-posit16
sum-log *-commutative
+-commutative associate-+r+ flip3-+ flip-+ unswap-sqr
Counts
4 → 74
Calls
4 calls:
Slowest
81.0ms
(* (* (* 1/3 x) x) x)
57.0ms
(+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2)))
13.0ms
(* (* 1/3 x) x)
5.0ms
(* 1/3 x)

series180.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
68.0ms
(* (* (* 1/3 x) x) x)
52.0ms
(* (* 1/3 x) x)
39.0ms
(+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2)))
20.0ms
(* 1/3 x)

simplify389.0ms

Counts
85 → 86

prune573.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize60.0ms

Local error

Found 4 expressions with local error:

8.8b
(+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2)))
8.8b
(+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2)))
5.2b
(sqrt (+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2))))
5.2b
(sqrt (+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2))))

rewrite393.0ms

Algorithm
rewrite-expression-head
Rules
14×add-log-exp
add-sqr-sqrt
pow1 sum-log *-un-lft-identity add-cube-cbrt sqrt-prod
flip3-+ add-cbrt-cube sqrt-div add-exp-log flip-+ insert-posit16
+-commutative rem-sqrt-square associate-+r+ sqrt-pow1 pow1/2
Counts
4 → 60
Calls
4 calls:
Slowest
135.0ms
(sqrt (+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2))))
87.0ms
(+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2)))
85.0ms
(+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2)))
84.0ms
(sqrt (+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2))))

series290.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
95.0ms
(sqrt (+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2))))
87.0ms
(sqrt (+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2))))
56.0ms
(+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2)))
52.0ms
(+ (* (* (* 1/3 x) x) x) (+ x (* (* x x) -1/2)))

simplify1.6s

Counts
80 → 72

prune667.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

regimes89.0ms

Accuracy

99.5% (0.1b remaining)

Error of 0.2b against oracle of 0.1b and baseline of 20.7b

bsearch51.0ms

end0.0ms

sample3.0s

Algorithm
intervals
Results
1.7s2293×body1280valid
617.0ms1704×body640valid
224.0ms793×body320valid
131.0ms2806×body80valid
113.0ms2654×body80nan
49.0ms404×body160valid