Details

Time bar (total: 16.0s)

sample115.0ms

Algorithm
intervals
Results
36.0ms39×body2560valid
20.0ms173×body80valid
16.0ms30×body1280valid
10.0ms89×body80nan
8.0ms16×body640valid
5.0msbody5120valid
3.0ms10×body320valid
1.0msbody160valid

simplify24.0ms

Counts
1 → 1
Iterations
IterNodes
544
444
341
232
118
010

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 38.0b

localize57.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
1.2b
(- (* b_2 b_2) (* a c))
1.4b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
26.8b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite515.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt
37×*-un-lft-identity
21×times-frac
17×add-cube-cbrt
10×distribute-lft-out-- add-log-exp difference-of-squares
sqrt-prod
associate-/l*
add-cbrt-cube add-exp-log
pow1 distribute-rgt-neg-in
flip3-- insert-posit16 flip--
associate-/r* diff-log
sub-neg sqrt-div associate-/l/
associate--l- neg-sub0 cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 div-sub div-exp neg-log div-inv
Counts
4 → 95
Calls
4 calls:
458.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
14.0ms
(- (* b_2 b_2) (* a c))
28.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
14.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series305.0ms

Counts
4 → 12
Calls
4 calls:
117.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
42.0ms
(- (* b_2 b_2) (* a c))
76.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
70.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.2s

Counts
107 → 107
Iterations
IterNodes
32584
21011
1386
0162

prune916.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 7.4b

localize26.0ms

Local error

Found 4 expressions with local error:

1.4b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
4.6b
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
11.3b
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
26.8b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite247.0ms

Algorithm
rewrite-expression-head
Rules
162×times-frac
150×add-sqr-sqrt
115×*-un-lft-identity
81×add-cube-cbrt
34×difference-of-squares
27×associate-/l*
20×sqrt-prod
17×distribute-lft-out--
11×add-cbrt-cube add-exp-log
10×associate-/r/
associate-/r*
flip3-- flip--
div-inv add-log-exp
pow1
cbrt-undiv div-exp insert-posit16
associate-/l/
clear-num frac-2neg sqrt-div
rem-sqrt-square sub-neg sqrt-pow1 flip3-+ pow1/2 diff-log flip-+
Counts
4 → 191
Calls
4 calls:
40.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
101.0ms
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
88.0ms
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
15.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series683.0ms

Counts
4 → 12
Calls
4 calls:
96.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
229.0ms
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
270.0ms
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
88.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.1s

Counts
203 → 203
Iterations
IterNodes
22212
1728
0308

prune1.7s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 7.4b

localize27.0ms

Local error

Found 4 expressions with local error:

1.2b
(- (* b_2 b_2) (* a c))
1.4b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
16.0b
(/ (* a c) a)
26.8b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite108.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt
*-un-lft-identity add-cbrt-cube add-exp-log
add-log-exp
add-cube-cbrt
pow1
sqrt-prod insert-posit16
associate-/r* times-frac flip3-- flip--
cbrt-undiv sub-neg sqrt-div diff-log div-exp difference-of-squares
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 prod-exp cbrt-unprod div-inv associate-/l* distribute-lft-out--
Counts
4 → 67
Calls
4 calls:
15.0ms
(- (* b_2 b_2) (* a c))
70.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
14.0ms
(/ (* a c) a)
8.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series248.0ms

Counts
4 → 12
Calls
4 calls:
48.0ms
(- (* b_2 b_2) (* a c))
84.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
11.0ms
(/ (* a c) a)
104.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.5s

Counts
79 → 79
Iterations
IterNodes
33328
2886
1299
0129

prune645.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 7.4b

localize18.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ c (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
1.2b
(- (* b_2 b_2) (* a c))
1.4b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
26.8b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite102.0ms

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
associate-/r* add-cbrt-cube add-exp-log
pow1 distribute-lft-out--
flip3-- insert-posit16 flip--
associate-/l*
sub-neg sqrt-div diff-log associate-/r/
cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 div-exp div-inv
Counts
4 → 87
Calls
4 calls:
46.0ms
(/ c (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
7.0ms
(- (* b_2 b_2) (* a c))
39.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
7.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series513.0ms

Counts
4 → 12
Calls
4 calls:
257.0ms
(/ c (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
50.0ms
(- (* b_2 b_2) (* a c))
106.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
100.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify751.0ms

Counts
99 → 99
Iterations
IterNodes
32246
2820
1323
0151

prune825.0ms

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 7.4b

regimes484.0ms

Accuracy

91.9% (1.9b remaining)

Error of 7.4b against oracle of 5.5b and baseline of 29.3b

bsearch246.0ms

Steps
ItersRangePoint
9
2.662790715355376e+61
3.00977400694497e+66
4.71744724099961e+65
6
-2.5739886883617177e-303
-2.8059027898901087e-304
-2.851839700712213e-304
9
-229886301330938.94
-710549284.1101115
-227369802444031.66

simplify7.0ms

Iterations
IterNodes
235
135
030

end0.0ms

sample3.7s

Algorithm
intervals
Results
1.2s1067×body2560valid
771.0ms5800×body80valid
552.0ms913×body1280valid
383.0ms2966×body80nan
262.0ms446×body640valid
118.0ms120×body5120valid
76.0ms247×body320valid
26.0ms121×body160valid