Details

Time bar (total: 32.0s)

sample367.0ms

Algorithm
intervals
Results
112.0ms99×body1280valid
55.0ms62×body640valid
40.0ms22×body640nan
29.0ms161×body80valid
28.0ms28×body1280nan
28.0ms26×body10240exit
20.0ms153×body80nan
13.0ms23×body320valid
10.0ms18×body320nan
5.0ms12×body160valid
1.0msbody160nan

simplify2.3s

Counts
1 → 1
Iterations
IterNodes
done5000
51210
4275
389
237
119
08

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 31.5b

localize36.0ms

Local error

Found 3 expressions with local error:

1.2b
(pow x (/ 1 n))
1.8b
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
2.0b
(pow (+ x 1) (/ 1 n))

rewrite107.0ms

Algorithm
rewrite-expression-head
Rules
76×*-un-lft-identity
73×unpow-prod-down
63×add-sqr-sqrt
56×prod-diff
51×add-cube-cbrt
26×pow-unpow
24×sqr-pow
18×times-frac
10×distribute-lft-out
difference-of-squares
fma-neg
pow1 add-exp-log add-log-exp
expm1-log1p-u add-cbrt-cube insert-posit16 log1p-expm1-u distribute-lft-out--
pow-to-exp pow-pow pow-exp div-inv
sub-neg flip3-- diff-log flip--
Counts
3 → 152
Calls
3 calls:
5.0ms
(pow x (/ 1 n))
92.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
8.0ms
(pow (+ x 1) (/ 1 n))

series399.0ms

Counts
3 → 9
Calls
3 calls:
89.0ms
(pow x (/ 1 n))
221.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
90.0ms
(pow (+ x 1) (/ 1 n))

simplify1.6s

Counts
161 → 161
Iterations
IterNodes
done5001
21672
1653
0257

prune812.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 21.1b

localize50.0ms

Local error

Found 4 expressions with local error:

1.2b
(pow x (/ 1 n))
1.8b
(log (exp (- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))))
1.8b
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
2.0b
(pow (+ x 1) (/ 1 n))

rewrite267.0ms

Algorithm
rewrite-expression-head
Rules
135×unpow-prod-down
130×*-un-lft-identity
112×prod-diff
108×add-sqr-sqrt
84×add-cube-cbrt
61×log-prod
58×exp-sum
45×sqr-pow
26×pow-unpow
18×times-frac distribute-lft-out difference-of-squares
16×log-pow
15×exp-prod
fma-neg
pow1
add-exp-log distribute-lft-out-- add-log-exp
expm1-log1p-u add-cbrt-cube insert-posit16 log1p-expm1-u
pow-to-exp sub-neg pow-pow pow-exp div-inv
log-div flip3-- exp-diff diff-log rem-log-exp flip--
Counts
4 → 241
Calls
4 calls:
6.0ms
(pow x (/ 1 n))
164.0ms
(log (exp (- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))))
80.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
8.0ms
(pow (+ x 1) (/ 1 n))

series691.0ms

Counts
4 → 12
Calls
4 calls:
68.0ms
(pow x (/ 1 n))
282.0ms
(log (exp (- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))))
234.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
107.0ms
(pow (+ x 1) (/ 1 n))

simplify1.7s

Counts
253 → 253
Iterations
IterNodes
done5000
21988
1843
0417

prune1.3s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 21.1b

localize103.0ms

Local error

Found 4 expressions with local error:

1.3b
(pow (cbrt x) (/ 1 n))
2.0b
(pow (cbrt (+ x 1)) (/ 1 n))
2.9b
(fma (- (pow (cbrt x) (/ 1 n))) (pow (* (cbrt x) (cbrt x)) (/ 1 n)) (* (pow (cbrt x) (/ 1 n)) (pow (* (cbrt x) (cbrt x)) (/ 1 n))))
3.0b
(fma (pow (* (cbrt (+ x 1)) (cbrt (+ x 1))) (/ 1 n)) (pow (cbrt (+ x 1)) (/ 1 n)) (- (* (pow (cbrt x) (/ 1 n)) (pow (* (cbrt x) (cbrt x)) (/ 1 n)))))

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
26×pow-unpow
24×*-un-lft-identity
22×add-sqr-sqrt add-cube-cbrt
18×times-frac
13×unpow-prod-down
cbrt-prod
pow1 add-exp-log
expm1-log1p-u pow-pow add-cbrt-cube insert-posit16 log1p-expm1-u add-log-exp
pow-to-exp pow1/3 pow-exp fma-udef div-inv sqr-pow
distribute-lft-out
Counts
4 → 91
Calls
4 calls:
6.0ms
(pow (cbrt x) (/ 1 n))
14.0ms
(pow (cbrt (+ x 1)) (/ 1 n))
0.0ms
(fma (- (pow (cbrt x) (/ 1 n))) (pow (* (cbrt x) (cbrt x)) (/ 1 n)) (* (pow (cbrt x) (/ 1 n)) (pow (* (cbrt x) (cbrt x)) (/ 1 n))))
1.0ms
(fma (pow (* (cbrt (+ x 1)) (cbrt (+ x 1))) (/ 1 n)) (pow (cbrt (+ x 1)) (/ 1 n)) (- (* (pow (cbrt x) (/ 1 n)) (pow (* (cbrt x) (cbrt x)) (/ 1 n)))))

series1.8s

Counts
4 → 12
Calls
4 calls:
102.0ms
(pow (cbrt x) (/ 1 n))
152.0ms
(pow (cbrt (+ x 1)) (/ 1 n))
388.0ms
(fma (- (pow (cbrt x) (/ 1 n))) (pow (* (cbrt x) (cbrt x)) (/ 1 n)) (* (pow (cbrt x) (/ 1 n)) (pow (* (cbrt x) (cbrt x)) (/ 1 n))))
1.2s
(fma (pow (* (cbrt (+ x 1)) (cbrt (+ x 1))) (/ 1 n)) (pow (cbrt (+ x 1)) (/ 1 n)) (- (* (pow (cbrt x) (/ 1 n)) (pow (* (cbrt x) (cbrt x)) (/ 1 n)))))

simplify3.0s

Counts
103 → 103
Iterations
IterNodes
done5008
22180
1678
0247

prune963.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 21.1b

localize55.0ms

Local error

Found 4 expressions with local error:

1.8b
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
2.0b
(pow (+ x 1) (/ 1 n))
2.0b
(pow (+ x 1) (/ 1 n))
2.0b
(pow (+ x 1) (/ 1 n))

rewrite129.0ms

Algorithm
rewrite-expression-head
Rules
89×*-un-lft-identity
78×unpow-prod-down
72×add-sqr-sqrt
60×add-cube-cbrt
56×prod-diff
39×pow-unpow
27×times-frac
25×sqr-pow
12×distribute-lft-out
difference-of-squares
fma-neg
pow1 add-exp-log
add-log-exp
expm1-log1p-u add-cbrt-cube insert-posit16 log1p-expm1-u
pow-to-exp pow-pow pow-exp div-inv distribute-lft-out--
sub-neg flip3-- diff-log flip--
Counts
4 → 184
Calls
4 calls:
91.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
15.0ms
(pow (+ x 1) (/ 1 n))
10.0ms
(pow (+ x 1) (/ 1 n))
8.0ms
(pow (+ x 1) (/ 1 n))

series614.0ms

Counts
4 → 12
Calls
4 calls:
263.0ms
(- (pow (+ x 1) (/ 1 n)) (pow x (/ 1 n)))
119.0ms
(pow (+ x 1) (/ 1 n))
103.0ms
(pow (+ x 1) (/ 1 n))
129.0ms
(pow (+ x 1) (/ 1 n))

simplify2.7s

Counts
196 → 196
Iterations
IterNodes
done5000
34366
21286
1544
0221

prune1.5s

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 21.1b

regimes306.0ms

Accuracy

90% (1.1b remaining)

Error of 19.2b against oracle of 18.1b and baseline of 29.5b

bsearch3.0ms

simplify20.0ms

Iterations
IterNodes
done52
152
042

end0.0ms

sample11.1s

Algorithm
intervals
Results
3.3s3099×body1280valid
1.4s1627×body640valid
1.3s1113×body10240exit
992.0ms635×body640nan
988.0ms4975×body80nan
942.0ms4806×body80valid
700.0ms670×body1280nan
536.0ms844×body320valid
216.0ms359×body320nan
168.0ms460×body160valid
93.0ms190×body160nan