Details

Time bar (total: 12.4s)

sample112.0ms

Algorithm
intervals
Results
34.0ms159×body160valid
18.0ms266×body80nan
16.0ms522×pre80true
9.0ms37×body320valid
4.0ms60×body80valid

simplify126.0ms

Counts
1 → 1
Iterations
IterNodes
done98
798
697
595
487
372
242
124
014

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 43.4b

localize36.0ms

Local error

Found 4 expressions with local error:

0.1b
(sqrt (- (* b b) (* (* c a) 4.0)))
0.2b
(- (* b b) (* (* c a) 4.0))
0.2b
(/ (- (sqrt (- (* b b) (* (* c a) 4.0))) b) a)
39.6b
(- (sqrt (- (* b b) (* (* c a) 4.0))) b)

rewrite180.0ms

Algorithm
rewrite-expression-head
Rules
37×add-sqr-sqrt
26×*-un-lft-identity
18×times-frac
16×add-cube-cbrt
10×difference-of-squares
sqrt-prod add-log-exp
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
flip3-- flip--
associate-/r*
sub-neg sqrt-div diff-log associate-/l/
cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 div-sub div-exp div-inv
Counts
4 → 84
Calls
4 calls:
13.0ms
(sqrt (- (* b b) (* (* c a) 4.0)))
9.0ms
(- (* b b) (* (* c a) 4.0))
96.0ms
(/ (- (sqrt (- (* b b) (* (* c a) 4.0))) b) a)
59.0ms
(- (sqrt (- (* b b) (* (* c a) 4.0))) b)

series410.0ms

Counts
4 → 12
Calls
4 calls:
74.0ms
(sqrt (- (* b b) (* (* c a) 4.0)))
59.0ms
(- (* b b) (* (* c a) 4.0))
148.0ms
(/ (- (sqrt (- (* b b) (* (* c a) 4.0))) b) a)
129.0ms
(- (sqrt (- (* b b) (* (* c a) 4.0))) b)

simplify1.2s

Counts
96 → 96
Iterations
IterNodes
done5000
21179
1391
0158

prune658.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 6.1b

localize14.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune109.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 6.1b

localize27.0ms

Local error

Found 2 expressions with local error:

0.2b
(/ (* a c) b)
0.3b
(/ (* -2.0 (/ (* a c) b)) a)

rewrite54.0ms

Algorithm
rewrite-expression-head
Rules
21×add-cbrt-cube add-exp-log
cbrt-undiv div-exp
add-sqr-sqrt associate-/r* *-un-lft-identity times-frac add-cube-cbrt
prod-exp cbrt-unprod
pow1 clear-num frac-2neg div-inv associate-/l* add-log-exp
associate-*r/ associate-/l/
Counts
2 → 47
Calls
2 calls:
21.0ms
(/ (* a c) b)
30.0ms
(/ (* -2.0 (/ (* a c) b)) a)

series51.0ms

Counts
2 → 6
Calls
2 calls:
22.0ms
(/ (* a c) b)
28.0ms
(/ (* -2.0 (/ (* a c) b)) a)

simplify1.3s

Counts
53 → 53
Iterations
IterNodes
done5005
21483
1273
097

prune531.0ms

Pruning

21 alts after pruning (20 fresh and 1 done)

Merged error: 6.0b

localize24.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ (* a c) b)
0.2b
(/ (* a c) b)
0.3b
(/ (* -2.0 (* (sqrt (/ (* a c) b)) (sqrt (/ (* a c) b)))) a)
0.5b
(* (sqrt (/ (* a c) b)) (sqrt (/ (* a c) b)))

rewrite214.0ms

Algorithm
rewrite-expression-head
Rules
34×add-sqr-sqrt sqrt-prod
25×add-cbrt-cube add-exp-log
22×*-un-lft-identity add-cube-cbrt
21×times-frac
19×pow1
12×swap-sqr
10×associate-*r* associate-*l*
associate-/r*
sqrt-pow1 pow1/2 sqrt-div
cbrt-undiv div-exp div-inv
prod-exp cbrt-unprod
associate-*r/ pow-prod-up
add-log-exp unswap-sqr
clear-num frac-2neg pow-prod-down pow-sqr associate-/l* associate-/l/
frac-times associate-*l/
pow2 rem-square-sqrt pow-plus sqrt-unprod *-commutative
Counts
4 → 132
Calls
4 calls:
8.0ms
(/ (* a c) b)
9.0ms
(/ (* a c) b)
135.0ms
(/ (* -2.0 (* (sqrt (/ (* a c) b)) (sqrt (/ (* a c) b)))) a)
58.0ms
(* (sqrt (/ (* a c) b)) (sqrt (/ (* a c) b)))

series203.0ms

Counts
4 → 12
Calls
4 calls:
32.0ms
(/ (* a c) b)
36.0ms
(/ (* a c) b)
66.0ms
(/ (* -2.0 (* (sqrt (/ (* a c) b)) (sqrt (/ (* a c) b)))) a)
70.0ms
(* (sqrt (/ (* a c) b)) (sqrt (/ (* a c) b)))

simplify1.5s

Counts
144 → 144
Iterations
IterNodes
done5012
21616
1398
0164

prune767.0ms

Pruning

25 alts after pruning (23 fresh and 2 done)

Merged error: 6.0b

regimes777.0ms

Accuracy

10.7% (6.0b remaining)

Error of 11.1b against oracle of 5.1b and baseline of 11.8b

bsearch44.0ms

Steps
ItersRangePoint
3
0.03179800884184028
0.046932425441303355
0.03274390987930672

simplify7.0ms

Iterations
IterNodes
done34
134
026

end0.0ms

sample4.0s

Algorithm
intervals
Results
1.0s4857×body160valid
935.0ms16410×pre80true
800.0ms8410×body80nan
399.0ms1385×body320valid
208.0ms1758×body80valid