Details

Time bar (total: 17.1s)

sample88.0ms

Algorithm
intervals
Results
17.0ms35×body2560valid
15.0ms196×body80valid
12.0ms31×body1280valid
7.0ms89×body80nan
3.0ms11×body640valid
2.0msbody5120valid
0.0msbody320valid
0.0msbody160valid

simplify47.0ms

Counts
1 → 1
Iterations
IterNodes
done44
444
341
232
118
010

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 32.5b

localize36.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
0.2b
(- (* b_2 b_2) (* a c))
0.8b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
23.0b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite126.0ms

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-- 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 → 91
Calls
4 calls:
76.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
12.0ms
(- (* b_2 b_2) (* a c))
25.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
7.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series368.0ms

Counts
4 → 12
Calls
4 calls:
123.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
60.0ms
(- (* b_2 b_2) (* a c))
111.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
74.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.1s

Counts
103 → 103
Iterations
IterNodes
done5000
21527
1392
0158

prune535.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 5.4b

localize26.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (/ a (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))
0.2b
(- (* b_2 b_2) (* a c))
0.8b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
23.0b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite100.0ms

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
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 → 177
Calls
4 calls:
42.0ms
(/ 1 (/ a (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))
10.0ms
(- (* b_2 b_2) (* a c))
26.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
7.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series361.0ms

Counts
4 → 12
Calls
4 calls:
124.0ms
(/ 1 (/ a (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))
38.0ms
(- (* b_2 b_2) (* a c))
111.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
87.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.9s

Counts
189 → 189
Iterations
IterNodes
done5000
23515
1665
0266

prune890.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 5.4b

localize26.0ms

Local error

Found 4 expressions with local error:

0.7b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
3.8b
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
10.6b
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
23.0b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite262.0ms

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
associate-/l/
clear-num frac-2neg sqrt-div
rem-sqrt-square sub-neg sqrt-pow1 flip3-+ pow1/2 diff-log flip-+
Counts
4 → 187
Calls
4 calls:
54.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
119.0ms
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
68.0ms
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
7.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series682.0ms

Counts
4 → 12
Calls
4 calls:
96.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
212.0ms
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
278.0ms
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
95.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.7s

Counts
199 → 199
Iterations
IterNodes
done5000
24138
1765
0304

prune1.1s

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 5.4b

localize28.0ms

Local error

Found 4 expressions with local error:

0.2b
(- (* b_2 b_2) (* a c))
0.7b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
14.6b
(/ (* a c) a)
23.0b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite89.0ms

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
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 → 63
Calls
4 calls:
8.0ms
(- (* b_2 b_2) (* a c))
57.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
15.0ms
(/ (* a c) a)
7.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series277.0ms

Counts
4 → 12
Calls
4 calls:
52.0ms
(- (* b_2 b_2) (* a c))
124.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
8.0ms
(/ (* a c) a)
92.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.1s

Counts
75 → 75
Iterations
IterNodes
done5000
21708
1313
0125

prune421.0ms

Pruning

8 alts after pruning (5 fresh and 3 done)

Merged error: 5.4b

regimes442.0ms

Accuracy

87.2% (3.6b remaining)

Error of 9.0b against oracle of 5.4b and baseline of 33.8b

bsearch255.0ms

Steps
ItersRangePoint
10
4.0721326822252617e+40
3.6590220876252264e+50
3.628799960716312e+50
8
7.211886341925621e-305
2.1257753989446086e-302
8.458581803714143e-305
8
-3.854198347822332e+69
-2.1688378611128307e+65
-1.09861951291665e+69

simplify12.0ms

Iterations
IterNodes
done37
237
136
030

end0.0ms

sample3.1s

Algorithm
intervals
Results
848.0ms868×body1280valid
538.0ms5799×body80valid
515.0ms1136×body2560valid
293.0ms2815×body80nan
115.0ms446×body640valid
89.0ms109×body5120valid
46.0ms238×body320valid
17.0ms102×body160valid