Details

Time bar (total: 31.5s)

sample294.0ms

Algorithm
intervals
Results
97.0ms99×body1280valid
42.0ms146×body80valid
35.0ms49×body640valid
25.0ms21×body1280nan
18.0ms171×body80nan
16.0ms21×body640nan
16.0ms21×body10240exit
10.0ms22×body320valid
5.0ms16×body160valid
4.0ms12×body320nan
3.0ms12×body160nan

simplify1.5s

Counts
1 → 1
Iterations
IterNodes
62681
5735
4218
382
234
117
08

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 27.3b

localize29.0ms

Local error

Found 3 expressions with local error:

0.5b
(pow x (/ 1 n))
1.0b
(pow (+ x 1) (/ 1 n))
1.7b
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))

rewrite68.0ms

Algorithm
rewrite-expression-head
Rules
31×add-sqr-sqrt
28×*-un-lft-identity
26×pow-unpow
19×add-cube-cbrt
18×times-frac
17×unpow-prod-down
difference-of-squares
sqr-pow
pow1 add-exp-log add-log-exp
add-cbrt-cube insert-posit16 distribute-lft-out--
pow-to-exp pow-pow pow-exp div-inv distribute-lft-out
sub-neg flip3-- diff-log flip--
Counts
3 → 82
Calls
3 calls:
3.0ms
(pow x (/ 1 n))
7.0ms
(pow (+ x 1) (/ 1 n))
58.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))

series486.0ms

Counts
3 → 9
Calls
3 calls:
75.0ms
(pow x (/ 1 n))
130.0ms
(pow (+ x 1) (/ 1 n))
281.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))

simplify2.7s

Counts
91 → 91
Iterations
IterNodes
33490
21217
1467
0176

prune955.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 18.1b

localize26.0ms

Local error

Found 4 expressions with local error:

1.0b
(pow (+ x 1) (/ 1 n))
1.7b
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
1.7b
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
1.7b
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))

rewrite153.0ms

Algorithm
rewrite-expression-head
Rules
48×add-sqr-sqrt
35×*-un-lft-identity
34×unpow-prod-down
27×difference-of-squares
19×sqr-pow
13×pow-unpow
12×add-cube-cbrt
10×add-log-exp
times-frac distribute-lft-out--
pow1 add-exp-log
add-cbrt-cube insert-posit16 distribute-lft-out
sub-neg flip3-- diff-log flip--
pow-to-exp pow-pow pow-exp div-inv
Counts
4 → 104
Calls
4 calls:
7.0ms
(pow (+ x 1) (/ 1 n))
48.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
47.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
50.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))

series829.0ms

Counts
4 → 12
Calls
4 calls:
113.0ms
(pow (+ x 1) (/ 1 n))
225.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
228.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
263.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))

simplify1.3s

Counts
116 → 116
Iterations
IterNodes
32322
2831
1347
0136

prune1.5s

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 18.1b

localize74.0ms

Local error

Found 4 expressions with local error:

1.0b
(pow (+ x 1) (/ 1 n))
1.7b
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
1.7b
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
2.0b
(- (sqrt (pow (+ x 1) (/ 1 n))) (pow x (/ (/ 1 n) 2)))

rewrite278.0ms

Algorithm
rewrite-expression-head
Rules
53×add-sqr-sqrt
31×unpow-prod-down
30×*-un-lft-identity difference-of-squares
20×sqr-pow
13×pow-unpow
12×add-cube-cbrt
10×add-log-exp
times-frac sqrt-prod
distribute-lft-out--
pow1 add-exp-log
add-cbrt-cube insert-posit16
sub-neg flip3-- diff-log flip-- distribute-lft-out
pow-to-exp pow-pow pow-exp div-inv
Counts
4 → 105
Calls
4 calls:
14.0ms
(pow (+ x 1) (/ 1 n))
94.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
81.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
86.0ms
(- (sqrt (pow (+ x 1) (/ 1 n))) (pow x (/ (/ 1 n) 2)))

series1.1s

Counts
4 → 12
Calls
4 calls:
111.0ms
(pow (+ x 1) (/ 1 n))
263.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
272.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
426.0ms
(- (sqrt (pow (+ x 1) (/ 1 n))) (pow x (/ (/ 1 n) 2)))

simplify1.9s

Counts
117 → 117
Iterations
IterNodes
33466
21222
1500
0196

prune2.1s

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 18.1b

localize25.0ms

Local error

Found 4 expressions with local error:

0.1b
(exp (log (- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))))
0.5b
(pow x (/ 1 n))
1.0b
(pow (+ x 1) (/ 1 n))
1.7b
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))

rewrite119.0ms

Algorithm
rewrite-expression-head
Rules
46×add-sqr-sqrt
38×*-un-lft-identity
27×unpow-prod-down
26×pow-unpow
22×add-cube-cbrt
18×times-frac difference-of-squares
15×log-prod exp-sum
14×sqr-pow
pow1
add-exp-log distribute-lft-out-- add-log-exp
exp-prod add-cbrt-cube insert-posit16
distribute-lft-out
pow-to-exp log-div pow-pow flip3-- exp-diff pow-exp div-inv flip--
sub-neg diff-log log-pow rem-exp-log
Counts
4 → 112
Calls
4 calls:
28.0ms
(exp (log (- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))))
5.0ms
(pow x (/ 1 n))
10.0ms
(pow (+ x 1) (/ 1 n))
74.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))

series665.0ms

Counts
4 → 12
Calls
4 calls:
223.0ms
(exp (log (- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))))
66.0ms
(pow x (/ 1 n))
117.0ms
(pow (+ x 1) (/ 1 n))
259.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))

simplify2.6s

Counts
124 → 124
Iterations
IterNodes
33654
21331
1548
0245

prune1.7s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 18.1b

regimes500.0ms

Accuracy

83.1% (1.5b remaining)

Error of 22.0b against oracle of 20.5b and baseline of 29.5b

bsearch2.0ms

simplify13.0ms

Iterations
IterNodes
237
137
030

end0.0ms

sample10.5s

Algorithm
intervals
Results
3.4s3153×body1280valid
1.8s1164×body10240exit
1.3s1569×body640valid
822.0ms4795×body80valid
770.0ms659×body1280nan
595.0ms5168×body80nan
545.0ms675×body640nan
464.0ms869×body320valid
172.0ms347×body320nan
133.0ms436×body160valid
48.0ms180×body160nan