Details

Time bar (total: 6.7s)

sample37.0ms

Algorithm
intervals
Results
15.0ms256×body80valid

simplify15.0ms

Counts
1 → 1
Iterations
IterNodes
done23
323
220
113
09

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 35.4b

localize24.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* x x) (* y y))
0.0b
(+ (+ (* x x) (* y y)) (* z z))
32.7b
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

rewrite84.0ms

Algorithm
rewrite-expression-head
Rules
10×add-log-exp
add-sqr-sqrt
pow1 sum-log *-un-lft-identity add-cube-cbrt
flip3-+ add-cbrt-cube add-exp-log sqrt-prod flip-+
+-commutative sqrt-div
rem-sqrt-square associate-+l+ sqrt-pow1 pow1/2
Counts
3 → 39
Calls
3 calls:
9.0ms
(+ (* x x) (* y y))
26.0ms
(+ (+ (* x x) (* y y)) (* z z))
48.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

series233.0ms

Counts
3 → 9
Calls
3 calls:
29.0ms
(+ (* x x) (* y y))
47.0ms
(+ (+ (* x x) (* y y)) (* z z))
157.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

simplify872.0ms

Counts
48 → 48
Iterations
IterNodes
done5000
21317
1236
074

prune297.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 19.3b

localize72.0ms

Local error

Found 4 expressions with local error:

32.7b
(sqrt (* (* (cbrt (+ (+ (* x x) (* y y)) (* z z))) (cbrt (+ (+ (* x x) (* y y)) (* z z)))) (cbrt (+ (+ (* x x) (* y y)) (* z z)))))
33.9b
(cbrt (+ (+ (* x x) (* y y)) (* z z)))
33.9b
(cbrt (+ (+ (* x x) (* y y)) (* z z)))
33.9b
(cbrt (+ (+ (* x x) (* y y)) (* z z)))

rewrite194.0ms

Algorithm
rewrite-expression-head
Rules
60×cbrt-div
30×flip3-+ flip-+
28×frac-times
26×sqrt-div
24×pow1
15×sqrt-pow1
14×associate-*l/
12×pow1/3
cbrt-prod pow-prod-up
associate-*r/
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
pow-plus
pow-prod-down
add-cbrt-cube add-exp-log add-log-exp
pow-sqr
pow2
pow1/2 pow3 sqrt-prod
Counts
4 → 89
Calls
4 calls:
149.0ms
(sqrt (* (* (cbrt (+ (+ (* x x) (* y y)) (* z z))) (cbrt (+ (+ (* x x) (* y y)) (* z z)))) (cbrt (+ (+ (* x x) (* y y)) (* z z)))))
14.0ms
(cbrt (+ (+ (* x x) (* y y)) (* z z)))
14.0ms
(cbrt (+ (+ (* x x) (* y y)) (* z z)))
14.0ms
(cbrt (+ (+ (* x x) (* y y)) (* z z)))

series614.0ms

Counts
4 → 12
Calls
4 calls:
147.0ms
(sqrt (* (* (cbrt (+ (+ (* x x) (* y y)) (* z z))) (cbrt (+ (+ (* x x) (* y y)) (* z z)))) (cbrt (+ (+ (* x x) (* y y)) (* z z)))))
160.0ms
(cbrt (+ (+ (* x x) (* y y)) (* z z)))
162.0ms
(cbrt (+ (+ (* x x) (* y y)) (* z z)))
145.0ms
(cbrt (+ (+ (* x x) (* y y)) (* z z)))

simplify1.8s

Counts
101 → 101
Iterations
IterNodes
done5001
33126
2753
1316
0171

prune633.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 19.3b

localize2.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune7.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 19.3b

localize1.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune0.0ms

Pruning

5 alts after pruning (1 fresh and 4 done)

Merged error: 19.3b

regimes820.0ms

Accuracy

63.2% (7.2b remaining)

Error of 25.7b against oracle of 18.5b and baseline of 38.2b

bsearch97.0ms

Steps
ItersRangePoint
9
5.605877450284385e+142
5.3446694412844105e+147
3.408719160070714e+143
9
-1.9449249655492605e+111
-9.548992574131866e+103
-2.1993493867760175e+110

simplify3.0ms

Iterations
IterNodes
done18
118
016

end0.0ms

sample860.0ms

Algorithm
intervals
Results
514.0ms8000×body80valid