Details

Time bar (total: 13.9s)

sample110.0ms

Algorithm
intervals
Results
11.0ms43×body2560valid
8.0ms155×body80valid
5.0ms26×body1280valid
4.0ms94×body80nan
3.0ms19×body640valid
2.0ms13×body320valid
2.0msbody5120valid
0.0msbody160valid

simplify343.0ms

Counts
1 → 1
Iterations
IterNodes
done29
529
427
325
222
114
010

prune22.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 36.8b

localize37.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
0.6b
(- (* b_2 b_2) (* a c))
1.5b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
21.4b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite184.0ms

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
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
flip3-- 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 → 84
Calls
4 calls:
97.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
12.0ms
(- (* b_2 b_2) (* a c))
51.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
19.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series353.0ms

Counts
4 → 12
Calls
4 calls:
114.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
46.0ms
(- (* b_2 b_2) (* a c))
105.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
88.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.2s

Counts
96 → 96
Iterations
IterNodes
done5001
21459
1384
0154

prune532.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 5.3b

localize6.0ms

Local error

Found 1 expressions with local error:

0.0b
(* -1/2 (/ c b_2))

rewrite20.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
13×associate-*r*
10×times-frac
*-un-lft-identity add-cube-cbrt
add-cbrt-cube add-exp-log
pow1 associate-*l*
prod-exp cbrt-unprod unswap-sqr
cbrt-undiv div-exp pow-prod-down associate-*r/ *-commutative div-inv add-log-exp
Counts
1 → 32
Calls
1 calls:
18.0ms
(* -1/2 (/ c b_2))

series23.0ms

Counts
1 → 3
Calls
1 calls:
23.0ms
(* -1/2 (/ c b_2))

simplify1.6s

Counts
35 → 35
Iterations
IterNodes
done5001
32505
2572
1178
068

prune191.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 5.3b

localize33.0ms

Local error

Found 4 expressions with local error:

0.4b
(* (cbrt (* -1/2 (/ c b_2))) (cbrt (* -1/2 (/ c b_2))))
15.1b
(cbrt (* -1/2 (/ c b_2)))
15.1b
(cbrt (* -1/2 (/ c b_2)))
15.1b
(cbrt (* -1/2 (/ c b_2)))

rewrite26.0ms

Algorithm
rewrite-expression-head
Rules
11×pow1
10×add-sqr-sqrt
pow1/3
*-un-lft-identity associate-*r/ add-cube-cbrt
cbrt-prod cbrt-div
add-exp-log
add-cbrt-cube swap-sqr associate-*r* associate-*l* add-log-exp
pow-prod-down pow-sqr pow-prod-up
pow2 frac-times pow-plus associate-*l/ prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 64
Calls
4 calls:
11.0ms
(* (cbrt (* -1/2 (/ c b_2))) (cbrt (* -1/2 (/ c b_2))))
4.0ms
(cbrt (* -1/2 (/ c b_2)))
4.0ms
(cbrt (* -1/2 (/ c b_2)))
5.0ms
(cbrt (* -1/2 (/ c b_2)))

series609.0ms

Counts
4 → 12
Calls
4 calls:
197.0ms
(* (cbrt (* -1/2 (/ c b_2))) (cbrt (* -1/2 (/ c b_2))))
144.0ms
(cbrt (* -1/2 (/ c b_2)))
148.0ms
(cbrt (* -1/2 (/ c b_2)))
121.0ms
(cbrt (* -1/2 (/ c b_2)))

simplify1.5s

Counts
76 → 76
Iterations
IterNodes
done5000
2764
1198
092

prune589.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 5.3b

localize20.0ms

Local error

Found 3 expressions with local error:

0.1b
(/ c (sqrt b_2))
0.1b
(* (/ -1/2 (sqrt b_2)) (/ c (sqrt b_2)))
0.2b
(/ -1/2 (sqrt b_2))

rewrite71.0ms

Algorithm
rewrite-expression-head
Rules
89×add-sqr-sqrt
84×times-frac
59×*-un-lft-identity add-cube-cbrt
48×sqrt-prod
22×associate-*r* associate-*l*
19×add-cbrt-cube add-exp-log
12×associate-/r*
unswap-sqr
cbrt-undiv div-exp associate-/l*
pow1
prod-exp cbrt-unprod div-inv
add-log-exp
clear-num frac-2neg
frac-times pow-prod-down associate-*l/ associate-*r/ *-commutative
Counts
3 → 151
Calls
3 calls:
9.0ms
(/ c (sqrt b_2))
46.0ms
(* (/ -1/2 (sqrt b_2)) (/ c (sqrt b_2)))
5.0ms
(/ -1/2 (sqrt b_2))

series157.0ms

Counts
3 → 9
Calls
3 calls:
62.0ms
(/ c (sqrt b_2))
43.0ms
(* (/ -1/2 (sqrt b_2)) (/ c (sqrt b_2)))
51.0ms
(/ -1/2 (sqrt b_2))

simplify1.9s

Counts
160 → 160
Iterations
IterNodes
done5000
22943
1620
0220

prune869.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 5.3b

regimes440.0ms

Accuracy

86% (4.7b remaining)

Error of 10.2b against oracle of 5.6b and baseline of 39.0b

bsearch165.0ms

Steps
ItersRangePoint
12
2.4919208328047006e-151
1.0529347607547997e-106
6.484072051994264e-107
8
-6.412561728939963e+28
-6.810701174428621e+25
-6.336287344206649e+28

simplify4.0ms

Iterations
IterNodes
done28
128
024

end0.0ms

sample2.8s

Algorithm
intervals
Results
1.1s1103×body2560valid
506.0ms5731×body80valid
354.0ms957×body1280valid
173.0ms2940×body80nan
162.0ms463×body640valid
60.0ms108×body5120valid
48.0ms228×body320valid
14.0ms118×body160valid