Details

Time bar (total: 21.2s)

sample214.0ms

Algorithm
intervals
Results
25.0ms210×body80valid
19.0ms23×body2560valid
14.0ms25×body1280valid
9.0ms84×body80nan
4.0msbody320valid
3.0msbody640valid
2.0msbody5120valid
0.0msbody160valid

simplify55.0ms

Counts
1 → 1
Iterations
IterNodes
done34
534
432
330
223
115
010

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 29.5b

localize19.0ms

Local error

Found 4 expressions with local error:

0.4b
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
0.8b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
0.8b
(- (* b_2 b_2) (* a c))
20.8b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite160.0ms

Algorithm
rewrite-expression-head
Rules
51×add-sqr-sqrt
40×*-un-lft-identity
30×add-cube-cbrt
20×sqrt-prod
19×prod-diff
18×times-frac
10×difference-of-squares
add-log-exp
fma-neg
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
expm1-log1p-u flip3-- insert-posit16 log1p-expm1-u 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 → 122
Calls
4 calls:
88.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
46.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
9.0ms
(- (* b_2 b_2) (* a c))
12.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series366.0ms

Counts
4 → 12
Calls
4 calls:
127.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
90.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
51.0ms
(- (* b_2 b_2) (* a c))
98.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify3.0s

Counts
134 → 134
Iterations
IterNodes
done5000
34672
21291
1494
0199

prune635.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 5.5b

localize38.0ms

Local error

Found 4 expressions with local error:

0.3b
(/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
0.8b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
0.8b
(- (* b_2 b_2) (* a c))
20.8b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite128.0ms

Algorithm
rewrite-expression-head
Rules
51×add-sqr-sqrt
40×*-un-lft-identity
30×add-cube-cbrt
20×sqrt-prod
19×prod-diff
18×times-frac
10×difference-of-squares
add-log-exp
fma-neg
associate-/r* add-cbrt-cube add-exp-log
pow1 distribute-lft-out--
expm1-log1p-u flip3-- insert-posit16 log1p-expm1-u 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 → 121
Calls
4 calls:
41.0ms
(/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
50.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
16.0ms
(- (* b_2 b_2) (* a c))
19.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series481.0ms

Counts
4 → 12
Calls
4 calls:
243.0ms
(/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
100.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
48.0ms
(- (* b_2 b_2) (* a c))
89.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.4s

Counts
133 → 133
Iterations
IterNodes
done5000
34081
21236
1450
0194

prune625.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 5.5b

localize40.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
0.8b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
0.8b
(- (* b_2 b_2) (* a c))
20.8b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite235.0ms

Algorithm
rewrite-expression-head
Rules
43×add-sqr-sqrt
32×*-un-lft-identity
27×add-cube-cbrt
19×prod-diff
17×sqrt-prod
13×associate-*r* add-exp-log
11×times-frac
add-cbrt-cube
add-log-exp
pow1 fma-neg
associate-*l*
flip3-- flip--
expm1-log1p-u prod-exp insert-posit16 log1p-expm1-u 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 → 123
Calls
4 calls:
132.0ms
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
60.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
16.0ms
(- (* b_2 b_2) (* a c))
25.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series354.0ms

Counts
4 → 12
Calls
4 calls:
139.0ms
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
95.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
41.0ms
(- (* b_2 b_2) (* a c))
78.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.7s

Counts
135 → 135
Iterations
IterNodes
done5000
34844
21510
1560
0219

prune631.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 5.5b

localize25.0ms

Local error

Found 4 expressions with local error:

0.4b
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
0.8b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
0.8b
(- (* b_2 b_2) (* a c))
20.8b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite213.0ms

Algorithm
rewrite-expression-head
Rules
51×add-sqr-sqrt
40×*-un-lft-identity
30×add-cube-cbrt
20×sqrt-prod
19×prod-diff
18×times-frac
10×difference-of-squares
add-log-exp
fma-neg
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
expm1-log1p-u flip3-- insert-posit16 log1p-expm1-u 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 → 122
Calls
4 calls:
96.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
79.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
16.0ms
(- (* b_2 b_2) (* a c))
20.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series362.0ms

Counts
4 → 12
Calls
4 calls:
150.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
93.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
44.0ms
(- (* b_2 b_2) (* a c))
75.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify3.0s

Counts
134 → 134
Iterations
IterNodes
done5000
34672
21291
1494
0199

prune528.0ms

Pruning

13 alts after pruning (11 fresh and 2 done)

Merged error: 5.5b

regimes415.0ms

Accuracy

81.2% (5.1b remaining)

Error of 10.8b against oracle of 5.6b and baseline of 33.0b

bsearch294.0ms

Steps
ItersRangePoint
8
5.451909898538592e-70
5.081728108716245e-67
1.546013236023957e-67
7
6.366271362828677e-80
2.0474353944207673e-78
1.6168702840263923e-79
8
1.9015403840268286e-125
4.787339246176752e-121
1.3353078790738604e-121
7
-9.460060253608456e+39
-2.573022393154551e+38
-9.348931433494438e+39

simplify18.0ms

Iterations
IterNodes
done42
342
239
136
030

end0.0ms

sample4.3s

Algorithm
intervals
Results
1.3s1083×body2560valid
1.3s5866×body80valid
631.0ms910×body1280valid
395.0ms3005×body80nan
191.0ms446×body640valid
84.0ms103×body5120valid
80.0ms240×body320valid
20.0ms100×body160valid