Details

Time bar (total: 6.7s)

sample31.0ms

Algorithm
intervals
Results
16.0ms256×body80valid

simplify8.0ms

Counts
1 → 1
Iterations
IterNodes
done23
323
220
113
09

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 36.4b

localize18.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (+ (* x x) (* y y)) (* z z))
33.7b
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

rewrite73.0ms

Algorithm
rewrite-expression-head
Rules
add-log-exp
add-sqr-sqrt
pow1 sum-log *-un-lft-identity add-cube-cbrt sqrt-prod
flip3-+ add-cbrt-cube sqrt-div add-exp-log flip-+
+-commutative rem-sqrt-square associate-+l+ sqrt-pow1 pow1/2
Counts
2 → 28
Calls
2 calls:
40.0ms
(+ (+ (* x x) (* y y)) (* z z))
32.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

series217.0ms

Counts
2 → 6
Calls
2 calls:
72.0ms
(+ (+ (* x x) (* y y)) (* z z))
145.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

simplify1.1s

Counts
34 → 34
Iterations
IterNodes
done5001
2802
1163
058

prune145.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 17.2b

localize43.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (+ (* x x) (* y y)) (* z z))
0.4b
(* (sqrt (sqrt (+ (+ (* x x) (* y y)) (* z z)))) (sqrt (sqrt (+ (+ (* x x) (* y y)) (* z z)))))
33.7b
(sqrt (+ (+ (* x x) (* y y)) (* z z)))
33.7b
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

rewrite205.0ms

Algorithm
rewrite-expression-head
Rules
72×sqrt-prod
50×add-sqr-sqrt
34×sqrt-pow1
29×pow1
28×sqrt-div
18×*-un-lft-identity pow1/2 add-cube-cbrt
15×swap-sqr
flip3-+ associate-*r* associate-*l* pow-prod-up flip-+ add-log-exp unswap-sqr
add-cbrt-cube add-exp-log
pow-prod-down pow-sqr
frac-times
sum-log
rem-sqrt-square associate-*l/ associate-*r/
pow2 +-commutative associate-+l+ rem-square-sqrt pow-plus sqrt-unprod prod-exp *-commutative cbrt-unprod
Counts
4 → 126
Calls
4 calls:
25.0ms
(+ (+ (* x x) (* y y)) (* z z))
127.0ms
(* (sqrt (sqrt (+ (+ (* x x) (* y y)) (* z z)))) (sqrt (sqrt (+ (+ (* x x) (* y y)) (* z z)))))
23.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))
23.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

series550.0ms

Counts
4 → 12
Calls
4 calls:
59.0ms
(+ (+ (* x x) (* y y)) (* z z))
157.0ms
(* (sqrt (sqrt (+ (+ (* x x) (* y y)) (* z z)))) (sqrt (sqrt (+ (+ (* x x) (* y y)) (* z z)))))
176.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))
159.0ms
(sqrt (+ (+ (* x x) (* y y)) (* z z)))

simplify1.8s

Counts
138 → 138
Iterations
IterNodes
done5001
21673
1316
0131

prune557.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 17.2b

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

prune11.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 17.2b

localize3.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune1.0ms

Pruning

5 alts after pruning (1 fresh and 4 done)

Merged error: 17.2b

regimes741.0ms

Accuracy

60.8% (7.7b remaining)

Error of 25.7b against oracle of 17.9b and baseline of 37.7b

bsearch92.0ms

Steps
ItersRangePoint
8
7.95134694153949e+90
1.3754392491595687e+95
7.495231207769667e+94
11
-1.718776312539675e+54
-2.0346378402041832e+34
-8.211230074550795e+53

simplify4.0ms

Iterations
IterNodes
done18
118
016

end0.0ms

sample1.1s

Algorithm
intervals
Results
819.0ms8000×body80valid