Details

Time bar (total: 23.1s)

sample175.0ms

Algorithm
intervals
Results
55.0ms244×body80nan
45.0ms117×body320valid
35.0ms137×body160valid
0.0msbody80valid

simplify4.8s

Counts
1 → 1
Iterations
IterNodes
done5000
84583
71834
61286
5947
4584
3298
2122
143
019

prune16.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 37.8b

localize39.0ms

Local error

Found 4 expressions with local error:

7.5b
(cbrt (* (/ 1.0 (* 2.0 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
10.2b
(cbrt (* (/ 1.0 (* 2.0 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
28.9b
(sqrt (- (* g g) (* h h)))
28.9b
(sqrt (- (* g g) (* h h)))

rewrite89.0ms

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:
32.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
28.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
9.0ms
(sqrt (- (* g g) (* h h)))
18.0ms
(sqrt (- (* g g) (* h h)))

series996.0ms

Counts
4 → 12
Calls
4 calls:
405.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
441.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
67.0ms
(sqrt (- (* g g) (* h h)))
83.0ms
(sqrt (- (* g g) (* h h)))

simplify683.0ms

Counts
72 → 72
Iterations
IterNodes
done5001
21399
1395
0166

prune962.0ms

Pruning

17 alts after pruning (17 fresh and 0 done)

Merged error: 30.7b

localize71.0ms

Local error

Found 4 expressions with local error:

2.6b
(- (* g g) (* h h))
7.5b
(cbrt (* (/ 1.0 (* 2.0 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
28.9b
(sqrt (- (* g g) (* h h)))
28.9b
(sqrt (* (- g h) (+ g h)))

rewrite98.0ms

Algorithm
rewrite-expression-head
Rules
10×sqrt-div
pow1
flip3-- flip--
add-sqr-sqrt frac-times add-log-exp
cbrt-div *-un-lft-identity add-cube-cbrt sqrt-prod
add-cbrt-cube associate-*r/ add-exp-log
sqrt-pow1 flip3-+ associate-*l/ flip-+
pow1/2 difference-of-squares
cbrt-prod rem-sqrt-square sub-neg pow1/3 diff-log pow-prod-down
Counts
4 → 62
Calls
4 calls:
12.0ms
(- (* g g) (* h h))
51.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
14.0ms
(sqrt (- (* g g) (* h h)))
18.0ms
(sqrt (* (- g h) (+ g h)))

series656.0ms

Counts
4 → 12
Calls
4 calls:
55.0ms
(- (* g g) (* h h))
432.0ms
(cbrt (* (/ 1.0 (* 2.0 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
81.0ms
(sqrt (- (* g g) (* h h)))
88.0ms
(sqrt (* (- g h) (+ g h)))

simplify1.3s

Counts
74 → 74
Iterations
IterNodes
done5000
22525
1446
0178

prune905.0ms

Pruning

21 alts after pruning (21 fresh and 0 done)

Merged error: 29.9b

localize60.0ms

Local error

Found 4 expressions with local error:

1.0b
(- (- g) (sqrt (* (+ g h) (- g h))))
1.4b
(- (sqrt (* (- g h) (+ g h))) g)
28.9b
(sqrt (* (- g h) (+ g h)))
28.9b
(sqrt (* (+ g h) (- g h)))

rewrite107.0ms

Algorithm
rewrite-expression-head
Rules
16×sqrt-div
10×pow1 *-un-lft-identity add-log-exp
add-sqr-sqrt frac-times flip3-- flip--
flip3-+ flip-+
sqrt-pow1 add-cbrt-cube associate-*l/ associate-*r/ add-exp-log add-cube-cbrt
diff-log distribute-lft-out--
sub-neg pow1/2 pow-prod-down sqrt-prod difference-of-squares
associate--l- neg-sub0 distribute-rgt-neg-in neg-log
Counts
4 → 69
Calls
4 calls:
22.0ms
(- (- g) (sqrt (* (+ g h) (- g h))))
35.0ms
(- (sqrt (* (- g h) (+ g h))) g)
30.0ms
(sqrt (* (- g h) (+ g h)))
17.0ms
(sqrt (* (+ g h) (- g h)))

series399.0ms

Counts
4 → 12
Calls
4 calls:
95.0ms
(- (- g) (sqrt (* (+ g h) (- g h))))
110.0ms
(- (sqrt (* (- g h) (+ g h))) g)
86.0ms
(sqrt (* (- g h) (+ g h)))
108.0ms
(sqrt (* (+ g h) (- g h)))

simplify709.0ms

Counts
81 → 81
Iterations
IterNodes
done5002
21477
1316
0141

prune1.2s

Pruning

24 alts after pruning (24 fresh and 0 done)

Merged error: 29.8b

localize54.0ms

Local error

Found 4 expressions with local error:

1.0b
(- (- g) (sqrt (* (+ g h) (- g h))))
1.4b
(- (sqrt (* (- g h) (+ g h))) g)
28.9b
(sqrt (* (- g h) (+ g h)))
28.9b
(sqrt (* (+ g h) (- g h)))

rewrite81.0ms

Algorithm
rewrite-expression-head
Rules
16×sqrt-div
10×pow1 *-un-lft-identity add-log-exp
add-sqr-sqrt frac-times flip3-- flip--
flip3-+ flip-+
sqrt-pow1 add-cbrt-cube associate-*l/ associate-*r/ add-exp-log add-cube-cbrt
diff-log distribute-lft-out--
sub-neg pow1/2 pow-prod-down sqrt-prod difference-of-squares
associate--l- neg-sub0 distribute-rgt-neg-in neg-log
Counts
4 → 69
Calls
4 calls:
21.0ms
(- (- g) (sqrt (* (+ g h) (- g h))))
38.0ms
(- (sqrt (* (- g h) (+ g h))) g)
9.0ms
(sqrt (* (- g h) (+ g h)))
9.0ms
(sqrt (* (+ g h) (- g h)))

series380.0ms

Counts
4 → 12
Calls
4 calls:
99.0ms
(- (- g) (sqrt (* (+ g h) (- g h))))
96.0ms
(- (sqrt (* (- g h) (+ g h))) g)
94.0ms
(sqrt (* (- g h) (+ g h)))
91.0ms
(sqrt (* (+ g h) (- g h)))

simplify715.0ms

Counts
81 → 81
Iterations
IterNodes
done5002
21477
1316
0141

prune778.0ms

Pruning

24 alts after pruning (24 fresh and 0 done)

Merged error: 29.8b

regimes2.3s

Accuracy

34.5% (1.1b remaining)

Error of 31.8b against oracle of 30.7b and baseline of 32.3b

bsearch387.0ms

Steps
ItersRangePoint
11
9.716392544916912e-185
3.996805054832145e-156
2.776832660171497e-160

simplify15.0ms

Iterations
IterNodes
done59
259
154
040

end0.0ms

sample5.1s

Algorithm
intervals
Results
1.9s7969×body80nan
1.5s3716×body320valid
919.0ms4127×body160valid
16.0ms157×body80valid