Details

Time bar (total: 19.8s)

sample75.0ms

Algorithm
intervals
Results
18.0ms29×body2560valid
17.0ms191×body80valid
11.0ms26×body1280valid
6.0ms80×body80nan
6.0ms18×body640valid
3.0msbody320valid
1.0msbody5120valid
0.0msbody160valid

simplify64.0ms

Counts
1 → 1

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 30.0b

localize26.0ms

Local error

Found 4 expressions with local error:

20.9b
(sqrt (- (* b_2 b_2) (* a c)))
1.0b
(- (* b_2 b_2) (* a c))
0.3b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
0.1b
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)

rewrite98.0ms

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:
Slowest
64.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
18.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
7.0ms
(- (* b_2 b_2) (* a c))
7.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series382.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
120.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
109.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
98.0ms
(sqrt (- (* b_2 b_2) (* a c)))
54.0ms
(- (* b_2 b_2) (* a c))

simplify1.2s

Counts
107 → 107

prune1.1s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 4.6b

localize24.0ms

Local error

Found 4 expressions with local error:

20.9b
(sqrt (- (* b_2 b_2) (* a c)))
1.0b
(- (* b_2 b_2) (* a c))
0.3b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
0.2b
(/ 1 (/ a (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))

rewrite84.0ms

Algorithm
rewrite-expression-head
Rules
165×times-frac
130×add-sqr-sqrt
129×*-un-lft-identity
77×add-cube-cbrt
27×associate-/r*
26×distribute-lft-out-- difference-of-squares
16×sqrt-prod
15×add-exp-log
13×distribute-rgt-neg-in
10×add-log-exp
add-cbrt-cube associate-/r/
flip3-- div-exp flip--
pow1
div-inv
insert-posit16
cbrt-undiv diff-log associate-/l*
rec-exp sub-neg sqrt-div 1-exp
associate--l- neg-sub0 rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 neg-log pow-flip inv-pow
Counts
4 → 181
Calls
4 calls:
Slowest
48.0ms
(/ 1 (/ a (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))
14.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
7.0ms
(- (* b_2 b_2) (* a c))
7.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series423.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
148.0ms
(/ 1 (/ a (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))
104.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
102.0ms
(sqrt (- (* b_2 b_2) (* a c)))
69.0ms
(- (* b_2 b_2) (* a c))

simplify824.0ms

Counts
193 → 193

prune2.2s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 4.6b

localize23.0ms

Local error

Found 4 expressions with local error:

20.9b
(sqrt (- (* b_2 b_2) (* a c)))
1.0b
(- (* b_2 b_2) (* a c))
0.3b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
0.3b
(/ (/ 1 a) (/ 1 (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))

rewrite120.0ms

Algorithm
rewrite-expression-head
Rules
897×times-frac
528×add-sqr-sqrt
527×*-un-lft-identity
355×add-cube-cbrt
86×distribute-lft-out-- difference-of-squares
46×sqrt-prod
44×add-exp-log
43×distribute-rgt-neg-in div-inv
32×div-exp
29×associate-/r/
27×associate-/r*
17×flip3-- flip--
16×add-cbrt-cube
13×associate-/l*
10×add-log-exp
cbrt-undiv rec-exp 1-exp
pow1
insert-posit16
diff-log
sub-neg sqrt-div
associate--l- neg-sub0 rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 neg-log associate-/l/
Counts
4 → 472
Calls
4 calls:
Slowest
38.0ms
(/ (/ 1 a) (/ 1 (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))
23.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
14.0ms
(- (* b_2 b_2) (* a c))
12.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series391.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
135.0ms
(/ (/ 1 a) (/ 1 (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))
120.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
83.0ms
(sqrt (- (* b_2 b_2) (* a c)))
52.0ms
(- (* b_2 b_2) (* a c))

simplify1.1s

Counts
484 → 484

prune5.5s

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 4.6b

localize31.0ms

Local error

Found 4 expressions with local error:

20.9b
(sqrt (- (* b_2 b_2) (* a c)))
4.8b
(- (/ (- b_2) a) (/ (sqrt (- (* b_2 b_2) (* a c))) a))
1.0b
(- (* b_2 b_2) (* a c))
0.1b
(/ (sqrt (- (* b_2 b_2) (* a c))) a)

rewrite91.0ms

Algorithm
rewrite-expression-head
Rules
44×add-sqr-sqrt
38×*-un-lft-identity
37×times-frac
24×add-cube-cbrt
17×sqrt-prod
add-log-exp
distribute-lft-out--
add-cbrt-cube add-exp-log associate-/l* difference-of-squares
pow1
flip3-- sqrt-div insert-posit16 flip--
associate-/r* distribute-rgt-neg-in div-inv
sub-neg diff-log associate-/l/
associate--l- neg-sub0 cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 distribute-rgt-out-- pow1/2 div-sub div-exp frac-sub sub-div
Counts
4 → 101
Calls
4 calls:
Slowest
36.0ms
(- (/ (- b_2) a) (/ (sqrt (- (* b_2 b_2) (* a c))) a))
28.0ms
(/ (sqrt (- (* b_2 b_2) (* a c))) a)
13.0ms
(sqrt (- (* b_2 b_2) (* a c)))
12.0ms
(- (* b_2 b_2) (* a c))

series320.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
113.0ms
(/ (sqrt (- (* b_2 b_2) (* a c))) a)
100.0ms
(- (/ (- b_2) a) (/ (sqrt (- (* b_2 b_2) (* a c))) a))
66.0ms
(sqrt (- (* b_2 b_2) (* a c)))
42.0ms
(- (* b_2 b_2) (* a c))

simplify1.1s

Counts
113 → 113

prune926.0ms

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 4.6b

regimes252.0ms

Accuracy

84% (4.4b remaining)

Error of 9.6b against oracle of 5.3b and baseline of 32.6b

bsearch155.0ms

end0.0ms

sample3.3s

Algorithm
intervals
Results
915.0ms5875×body80valid
798.0ms844×body1280valid
788.0ms1081×body2560valid
246.0ms2799×body80nan
164.0ms458×body640valid
77.0ms113×body5120valid
58.0ms222×body320valid
18.0ms103×body160valid