Details

Time bar (total: 18.8s)

sample74.0ms

Algorithm
intervals
Results
24.0ms31×body1280valid
12.0ms37×body2560valid
11.0ms182×body80valid
4.0ms22×body640valid
4.0ms89×body80nan
1.0msbody320valid
1.0msbody5120valid
0.0msbody160valid

simplify20.0ms

Counts
1 → 1
Iterations
IterNodes
done49
449
346
233
119
010

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 35.2b

localize22.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
1.2b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
1.4b
(- (* b_2 b_2) (* a c))
22.7b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite183.0ms

Algorithm
rewrite-expression-head
Rules
79×add-sqr-sqrt
78×*-un-lft-identity
61×prod-diff
58×add-cube-cbrt
38×sqrt-prod
26×distribute-rgt-neg-in
21×distribute-lft-neg-in times-frac
11×fma-neg
10×distribute-lft-out-- add-log-exp difference-of-squares
neg-mul-1 associate-/l*
add-cbrt-cube add-exp-log
pow1
expm1-log1p-u flip3-- log1p-expm1-u 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 → 171
Calls
4 calls:
117.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
25.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
18.0ms
(- (* b_2 b_2) (* a c))
17.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series373.0ms

Counts
4 → 12
Calls
4 calls:
108.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
111.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
55.0ms
(- (* b_2 b_2) (* a c))
100.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.0s

Counts
183 → 183
Iterations
IterNodes
done5000
22149
1583
0244

prune823.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 5.1b

localize39.0ms

Local error

Found 4 expressions with local error:

1.4b
(- (* b_2 b_2) (* a c))
4.2b
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
8.9b
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
22.7b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite184.0ms

Algorithm
rewrite-expression-head
Rules
162×times-frac
146×add-sqr-sqrt
113×*-un-lft-identity
81×add-cube-cbrt
32×difference-of-squares
27×associate-/l*
19×sqrt-prod
16×distribute-lft-out--
11×add-cbrt-cube add-exp-log
10×associate-/r/
associate-/r*
flip3-- flip--
div-inv add-log-exp
pow1
expm1-log1p-u cbrt-undiv div-exp log1p-expm1-u
associate-/l/
clear-num frac-2neg sqrt-div
rem-sqrt-square sub-neg sqrt-pow1 flip3-+ pow1/2 fma-neg diff-log prod-diff flip-+
Counts
4 → 194
Calls
4 calls:
6.0ms
(- (* b_2 b_2) (* a c))
112.0ms
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
49.0ms
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
9.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series607.0ms

Counts
4 → 12
Calls
4 calls:
52.0ms
(- (* b_2 b_2) (* a c))
223.0ms
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
246.0ms
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
86.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify3.0s

Counts
206 → 206
Iterations
IterNodes
done5000
24614
1804
0315

prune1.1s

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 5.0b

localize33.0ms

Local error

Found 4 expressions with local error:

0.2b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
1.4b
(- (* b_2 b_2) (* a c))
15.9b
(/ (+ 0 (* a c)) (* a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
22.7b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite139.0ms

Algorithm
rewrite-expression-head
Rules
26×add-sqr-sqrt
23×*-un-lft-identity
21×add-cube-cbrt
19×prod-diff
16×sqrt-prod
add-cbrt-cube add-exp-log
add-log-exp
fma-neg
pow1
expm1-log1p-u flip3-- log1p-expm1-u flip--
times-frac associate-/l*
cbrt-undiv sub-neg sqrt-div diff-log div-exp associate-*r/ associate-/r/ difference-of-squares associate-/l/
rem-sqrt-square clear-num associate-/r* frac-2neg sqrt-pow1 flip3-+ pow1/2 prod-exp cbrt-unprod flip-+ div-inv distribute-lft-out--
Counts
4 → 101
Calls
4 calls:
55.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
9.0ms
(- (* b_2 b_2) (* a c))
59.0ms
(/ (+ 0 (* a c)) (* a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
12.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series445.0ms

Counts
4 → 12
Calls
4 calls:
103.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
44.0ms
(- (* b_2 b_2) (* a c))
213.0ms
(/ (+ 0 (* a c)) (* a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
85.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.3s

Counts
113 → 113
Iterations
IterNodes
done5001
23484
1526
0196

prune675.0ms

Pruning

8 alts after pruning (5 fresh and 3 done)

Merged error: 5.0b

localize110.0ms

Local error

Found 4 expressions with local error:

1.4b
(- (* b_2 b_2) (* a c))
22.7b
(sqrt (- (* b_2 b_2) (* a c)))
22.7b
(sqrt (- (* b_2 b_2) (* a c)))
22.7b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite62.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt
sqrt-prod
pow1 *-un-lft-identity add-cube-cbrt
sqrt-div add-log-exp
expm1-log1p-u flip3-- add-cbrt-cube add-exp-log log1p-expm1-u flip--
rem-sqrt-square sqrt-pow1 pow1/2
sub-neg fma-neg diff-log prod-diff
Counts
4 → 67
Calls
4 calls:
13.0ms
(- (* b_2 b_2) (* a c))
17.0ms
(sqrt (- (* b_2 b_2) (* a c)))
18.0ms
(sqrt (- (* b_2 b_2) (* a c)))
11.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series301.0ms

Counts
4 → 12
Calls
4 calls:
44.0ms
(- (* b_2 b_2) (* a c))
89.0ms
(sqrt (- (* b_2 b_2) (* a c)))
84.0ms
(sqrt (- (* b_2 b_2) (* a c)))
84.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.5s

Counts
79 → 79
Iterations
IterNodes
done5000
33185
2595
1169
067

prune497.0ms

Pruning

8 alts after pruning (4 fresh and 4 done)

Merged error: 5.0b

regimes472.0ms

Accuracy

83.2% (4.5b remaining)

Error of 10.5b against oracle of 6.0b and baseline of 32.7b

bsearch96.0ms

Steps
ItersRangePoint
5
2.6243927093659187e+107
5.901159163981397e+107
3.038903409991338e+107
9
-1.0952546209266604e-55
-7.034794544076098e-65
-9.332433396832084e-58

simplify3.0ms

Iterations
IterNodes
done25
125
022

end0.0ms

sample2.7s

Algorithm
intervals
Results
946.0ms1019×body2560valid
477.0ms891×body1280valid
410.0ms5889×body80valid
232.0ms2880×body80nan
149.0ms461×body640valid
49.0ms98×body5120valid
43.0ms223×body320valid
15.0ms117×body160valid