Details

Time bar (total: 17.7s)

sample92.0ms

Algorithm
intervals
Results
19.0ms182×body80valid
19.0ms32×body1280valid
18.0ms30×body2560valid
9.0ms86×body80nan
4.0msbody5120valid
4.0msbody640valid
3.0msbody320valid
2.0msbody160valid

simplify122.0ms

Counts
1 → 1
Iterations
IterNodes
898
798
697
595
487
370
243
124
014

prune24.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 33.9b

localize26.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a)
1.4b
(- (* b b) (* (* c a) 4))
2.5b
(- (sqrt (- (* b b) (* (* c a) 4))) b)
21.7b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite179.0ms

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-- insert-posit16 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 → 88
Calls
4 calls:
118.0ms
(/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a)
9.0ms
(- (* b b) (* (* c a) 4))
43.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
8.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series386.0ms

Counts
4 → 12
Calls
4 calls:
102.0ms
(/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a)
60.0ms
(- (* b b) (* (* c a) 4))
127.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
96.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify1.3s

Counts
100 → 100
Iterations
IterNodes
33521
21091
1400
0161

prune990.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 6.0b

localize29.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (- (sqrt (- (* b b) (* (* c a) 4))) b) (/ 1 a))
1.4b
(- (* b b) (* (* c a) 4))
2.5b
(- (sqrt (- (* b b) (* (* c a) 4))) b)
21.7b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite183.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
18×*-un-lft-identity
13×associate-*r* add-exp-log add-cube-cbrt
11×times-frac
add-cbrt-cube
add-log-exp
pow1
associate-*l*
flip3-- sqrt-prod flip--
prod-exp insert-posit16 difference-of-squares
unswap-sqr
frac-times sub-neg sqrt-div diff-log div-exp associate-*l/ cbrt-unprod distribute-lft-out--
cbrt-undiv rem-sqrt-square rec-exp sqrt-pow1 pow1/2 1-exp pow-prod-down associate-*r/ un-div-inv *-commutative div-inv
Counts
4 → 89
Calls
4 calls:
131.0ms
(* (- (sqrt (- (* b b) (* (* c a) 4))) b) (/ 1 a))
10.0ms
(- (* b b) (* (* c a) 4))
33.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
8.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series406.0ms

Counts
4 → 12
Calls
4 calls:
124.0ms
(* (- (sqrt (- (* b b) (* (* c a) 4))) b) (/ 1 a))
60.0ms
(- (* b b) (* (* c a) 4))
120.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
101.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify1.8s

Counts
101 → 101
Iterations
IterNodes
34877
21495
1462
0181

prune1.0s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 6.0b

localize25.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a)
1.4b
(- (* b b) (* (* c a) 4))
2.5b
(- (sqrt (- (* b b) (* (* c a) 4))) b)
21.7b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite134.0ms

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-- insert-posit16 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 → 88
Calls
4 calls:
70.0ms
(/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a)
7.0ms
(- (* b b) (* (* c a) 4))
47.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
8.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series346.0ms

Counts
4 → 12
Calls
4 calls:
112.0ms
(/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a)
53.0ms
(- (* b b) (* (* c a) 4))
96.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
85.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify1.2s

Counts
100 → 100
Iterations
IterNodes
33521
21091
1400
0161

prune969.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 6.0b

localize26.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (- (sqrt (- (* b b) (* (* c a) 4))) b) (/ 1 a))
1.4b
(- (* b b) (* (* c a) 4))
2.5b
(- (sqrt (- (* b b) (* (* c a) 4))) b)
21.7b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite190.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
18×*-un-lft-identity
13×associate-*r* add-exp-log add-cube-cbrt
11×times-frac
add-cbrt-cube
add-log-exp
pow1
associate-*l*
flip3-- sqrt-prod flip--
prod-exp insert-posit16 difference-of-squares
unswap-sqr
frac-times sub-neg sqrt-div diff-log div-exp associate-*l/ cbrt-unprod distribute-lft-out--
cbrt-undiv rem-sqrt-square rec-exp sqrt-pow1 pow1/2 1-exp pow-prod-down associate-*r/ un-div-inv *-commutative div-inv
Counts
4 → 89
Calls
4 calls:
122.0ms
(* (- (sqrt (- (* b b) (* (* c a) 4))) b) (/ 1 a))
8.0ms
(- (* b b) (* (* c a) 4))
47.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
12.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series340.0ms

Counts
4 → 12
Calls
4 calls:
116.0ms
(* (- (sqrt (- (* b b) (* (* c a) 4))) b) (/ 1 a))
54.0ms
(- (* b b) (* (* c a) 4))
89.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
81.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify2.5s

Counts
101 → 101
Iterations
IterNodes
34877
21495
1462
0181

prune995.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 6.0b

regimes230.0ms

Accuracy

82.8% (4.7b remaining)

Error of 10.3b against oracle of 5.6b and baseline of 33.1b

bsearch151.0ms

Steps
ItersRangePoint
7
6.1141969789339016e-111
5.505912162480727e-109
9.831724396970673e-110
8
-1.7996802595953755e+64
-1.2634430355867738e+61
-1.7729369216517423e+64

simplify5.0ms

Iterations
IterNodes
231
131
027

end0.0ms

sample4.0s

Algorithm
intervals
Results
966.0ms1109×body2560valid
863.0ms5850×body80valid
806.0ms2882×body80nan
504.0ms885×body1280valid
306.0ms419×body640valid
106.0ms229×body320valid
95.0ms114×body5120valid
83.0ms127×body160valid