Details

Time bar (total: 18.4s)

sample230.0ms

Algorithm
intervals
Results
22.0ms192×body80valid
19.0ms31×body2560valid
13.0ms25×body1280valid
9.0ms99×body80nan
5.0msbody5120valid
4.0ms12×body640valid
2.0msbody320valid
0.0msbody160valid

simplify79.0ms

Counts
1 → 1
Iterations
IterNodes
629
529
427
325
222
114
010

prune13.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 32.6b

localize21.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
0.3b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
0.6b
(- (* b_2 b_2) (* a c))
24.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite154.0ms

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-- insert-posit16 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 → 88
Calls
4 calls:
83.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
51.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
8.0ms
(- (* b_2 b_2) (* a c))
9.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series408.0ms

Counts
4 → 12
Calls
4 calls:
139.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
103.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
48.0ms
(- (* b_2 b_2) (* a c))
117.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.0s

Counts
100 → 100
Iterations
IterNodes
32948
2997
1377
0158

prune1.0s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 5.9b

localize33.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt a)
0.6b
(cbrt a)
0.6b
(- (* b_2 b_2) (* a c))
24.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
*-un-lft-identity add-cube-cbrt
cbrt-prod add-log-exp
pow1
add-cbrt-cube add-exp-log insert-posit16
sqrt-prod
flip3-- pow1/3 sqrt-div flip--
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 diff-log
Counts
4 → 53
Calls
4 calls:
2.0ms
(cbrt a)
1.0ms
(cbrt a)
15.0ms
(- (* b_2 b_2) (* a c))
15.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series678.0ms

Counts
4 → 12
Calls
4 calls:
289.0ms
(cbrt a)
249.0ms
(cbrt a)
40.0ms
(- (* b_2 b_2) (* a c))
100.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.6s

Counts
65 → 65
Iterations
IterNodes
43861
31394
2494
1187
083

prune834.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 5.9b

localize31.0ms

Local error

Found 4 expressions with local error:

0.6b
(- (* b_2 b_2) (* a c))
24.5b
(sqrt (- (* b_2 b_2) (* a c)))
24.5b
(sqrt (- (* b_2 b_2) (* a c)))
24.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite34.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt
sqrt-prod
pow1 *-un-lft-identity add-cube-cbrt
sqrt-div add-log-exp
flip3-- add-cbrt-cube add-exp-log insert-posit16 flip--
rem-sqrt-square sqrt-pow1 pow1/2
sub-neg diff-log
Counts
4 → 61
Calls
4 calls:
11.0ms
(- (* b_2 b_2) (* a c))
7.0ms
(sqrt (- (* b_2 b_2) (* a c)))
7.0ms
(sqrt (- (* b_2 b_2) (* a c)))
8.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series355.0ms

Counts
4 → 12
Calls
4 calls:
59.0ms
(- (* b_2 b_2) (* a c))
126.0ms
(sqrt (- (* b_2 b_2) (* a c)))
80.0ms
(sqrt (- (* b_2 b_2) (* a c)))
91.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.7s

Counts
73 → 73
Iterations
IterNodes
43437
31222
2407
1146
060

prune1.1s

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 5.9b

localize39.0ms

Local error

Found 4 expressions with local error:

0.6b
(- (* b_2 b_2) (* a c))
9.5b
(- (* (sqrt (sqrt (- (* b_2 b_2) (* a c)))) (sqrt (sqrt (- (* b_2 b_2) (* a c))))) b_2)
24.5b
(sqrt (- (* b_2 b_2) (* a c)))
24.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite108.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
add-log-exp
pow1 *-un-lft-identity add-cube-cbrt sqrt-prod
flip3-- add-cbrt-cube sqrt-div add-exp-log insert-posit16 flip--
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 diff-log
difference-of-squares
Counts
4 → 59
Calls
4 calls:
13.0ms
(- (* b_2 b_2) (* a c))
67.0ms
(- (* (sqrt (sqrt (- (* b_2 b_2) (* a c)))) (sqrt (sqrt (- (* b_2 b_2) (* a c))))) b_2)
14.0ms
(sqrt (- (* b_2 b_2) (* a c)))
14.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series333.0ms

Counts
4 → 12
Calls
4 calls:
38.0ms
(- (* b_2 b_2) (* a c))
91.0ms
(- (* (sqrt (sqrt (- (* b_2 b_2) (* a c)))) (sqrt (sqrt (- (* b_2 b_2) (* a c))))) b_2)
100.0ms
(sqrt (- (* b_2 b_2) (* a c)))
105.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify3.3s

Counts
71 → 71
Iterations
IterNodes
46497
31974
2628
1222
093

prune681.0ms

Pruning

11 alts after pruning (8 fresh and 3 done)

Merged error: 5.9b

regimes417.0ms

Accuracy

82.9% (4.8b remaining)

Error of 10.5b against oracle of 5.7b and baseline of 33.7b

bsearch141.0ms

Steps
ItersRangePoint
6
3.7222086374392734e-21
4.963951531010332e-20
7.189328114522003e-21
8
-3.585760457965514e+97
-4.884785332531034e+94
-1.3735480881409494e+97

simplify15.0ms

Iterations
IterNodes
237
137
031

end0.0ms

sample4.0s

Algorithm
intervals
Results
1.2s5858×body80valid
814.0ms1029×body2560valid
611.0ms890×body1280valid
455.0ms2857×body80nan
285.0ms469×body640valid
126.0ms107×body5120valid
111.0ms201×body320valid
31.0ms140×body160valid