Details

Time bar (total: 27.0s)

sample148.0ms

Algorithm
intervals
Results
46.0ms147×body160valid
37.0ms102×body320valid
28.0ms230×body80nan
1.0msbody80valid

simplify4.1s

Counts
1 → 1
Iterations
IterNodes
done5002
82064
71304
61067
5847
4542
3270
2121
143
019

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.2b

localize55.0ms

Local error

Found 4 expressions with local error:

7.1b
(cbrt (* (/ 1.0 (* 2.0 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
9.6b
(cbrt (* (/ 1.0 (* 2.0 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
28.3b
(sqrt (- (* g g) (* h h)))
28.3b
(sqrt (- (* g g) (* h h)))

rewrite119.0ms

Algorithm
rewrite-expression-head
Rules
10×cbrt-div
add-sqr-sqrt sqrt-prod
pow1 *-un-lft-identity add-cube-cbrt
frac-times flip3-- add-cbrt-cube sqrt-div associate-*r/ add-exp-log flip-- add-log-exp
cbrt-prod rem-sqrt-square sqrt-pow1 flip3-+ pow1/2 pow1/3 associate-*l/ flip-+ difference-of-squares
Counts
4 → 60
Calls
4 calls:
51.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
51.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
7.0ms
(sqrt (- (* g g) (* h h)))
7.0ms
(sqrt (- (* g g) (* h h)))

series1.1s

Counts
4 → 12
Calls
4 calls:
506.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
431.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
80.0ms
(sqrt (- (* g g) (* h h)))
72.0ms
(sqrt (- (* g g) (* h h)))

simplify2.9s

Counts
72 → 72
Iterations
IterNodes
done5003
34580
21256
1386
0166

prune919.0ms

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 29.9b

localize67.0ms

Local error

Found 4 expressions with local error:

2.6b
(- (* g g) (* h h))
7.1b
(cbrt (* (/ 1.0 (* 2.0 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
28.3b
(sqrt (- (* g g) (* h h)))
28.3b
(sqrt (- (* g g) (* h h)))

rewrite75.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt sqrt-prod
pow1 *-un-lft-identity add-cube-cbrt add-log-exp
cbrt-div
add-cbrt-cube sqrt-div add-exp-log
flip3-- flip-- difference-of-squares
frac-times rem-sqrt-square sqrt-pow1 flip3-+ pow1/2 associate-*r/ flip-+
cbrt-prod sub-neg pow1/3 diff-log associate-*l/
Counts
4 → 59
Calls
4 calls:
12.0ms
(- (* g g) (* h h))
46.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
7.0ms
(sqrt (- (* g g) (* h h)))
7.0ms
(sqrt (- (* g g) (* h h)))

series625.0ms

Counts
4 → 12
Calls
4 calls:
35.0ms
(- (* g g) (* h h))
436.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
71.0ms
(sqrt (- (* g g) (* h h)))
83.0ms
(sqrt (- (* g g) (* h h)))

simplify2.5s

Counts
71 → 71
Iterations
IterNodes
done5004
34070
21041
1326
0137

prune953.0ms

Pruning

21 alts after pruning (21 fresh and 0 done)

Merged error: 29.5b

localize75.0ms

Local error

Found 4 expressions with local error:

2.6b
(- (* g g) (* h h))
2.6b
(- (* g g) (* h h))
28.3b
(sqrt (- (* g g) (* h h)))
28.3b
(sqrt (- (* g g) (* h h)))

rewrite41.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt sqrt-prod add-log-exp
pow1 *-un-lft-identity add-cube-cbrt
flip3-- add-cbrt-cube sqrt-div add-exp-log flip-- difference-of-squares
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 diff-log
Counts
4 → 58
Calls
4 calls:
12.0ms
(- (* g g) (* h h))
6.0ms
(- (* g g) (* h h))
7.0ms
(sqrt (- (* g g) (* h h)))
14.0ms
(sqrt (- (* g g) (* h h)))

series207.0ms

Counts
4 → 12
Calls
4 calls:
47.0ms
(- (* g g) (* h h))
43.0ms
(- (* g g) (* h h))
64.0ms
(sqrt (- (* g g) (* h h)))
53.0ms
(sqrt (- (* g g) (* h h)))

simplify1.5s

Counts
70 → 70
Iterations
IterNodes
done5001
31431
2331
1126
055

prune794.0ms

Pruning

23 alts after pruning (23 fresh and 0 done)

Merged error: 29.5b

localize59.0ms

Local error

Found 4 expressions with local error:

2.6b
(- (* g g) (* h h))
7.1b
(cbrt (* (/ 1.0 (* 2.0 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
28.3b
(sqrt (- (* g g) (* h h)))
28.3b
(sqrt (- (* g g) (* h h)))

rewrite74.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt sqrt-prod
pow1 *-un-lft-identity add-cube-cbrt add-log-exp
cbrt-div
add-cbrt-cube sqrt-div add-exp-log
flip3-- flip-- difference-of-squares
frac-times rem-sqrt-square sqrt-pow1 flip3-+ pow1/2 associate-*r/ flip-+
cbrt-prod sub-neg pow1/3 diff-log associate-*l/
Counts
4 → 59
Calls
4 calls:
12.0ms
(- (* g g) (* h h))
34.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
14.0ms
(sqrt (- (* g g) (* h h)))
12.0ms
(sqrt (- (* g g) (* h h)))

series611.0ms

Counts
4 → 12
Calls
4 calls:
35.0ms
(- (* g g) (* h h))
453.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
59.0ms
(sqrt (- (* g g) (* h h)))
64.0ms
(sqrt (- (* g g) (* h h)))

simplify2.6s

Counts
71 → 71
Iterations
IterNodes
done5004
34070
21041
1326
0137

prune634.0ms

Pruning

23 alts after pruning (23 fresh and 0 done)

Merged error: 29.5b

regimes1.6s

Accuracy

71.5% (1.0b remaining)

Error of 32.0b against oracle of 31.0b and baseline of 34.6b

bsearch368.0ms

Steps
ItersRangePoint
12
-1.8813990987943826e-134
-1.0883707337798972e-185
-8.764066339061835e-157

simplify9.0ms

Iterations
IterNodes
done44
144
035

end0.0ms

sample4.8s

Algorithm
intervals
Results
1.4s3702×body320valid
1.3s7759×body80nan
1.2s4151×body160valid
362.0ms147×body80valid