Details

Time bar (total: 15.7s)

sample140.0ms

Algorithm
intervals
Results
34.0ms35×body2560valid
29.0ms184×body80valid
22.0ms28×body1280valid
13.0ms86×body80nan
10.0ms15×body640valid
5.0msbody5120valid
4.0msbody320valid
2.0msbody160valid

simplify120.0ms

Counts
1 → 1
Iterations
IterNodes
done93
793
692
590
482
366
240
121
012

prune23.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.5b

localize27.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* 3 a) c)
0.6b
(- (* b b) (* (* 3 a) c))
1.7b
(- (sqrt (- (* b b) (* (* 3 a) c))) b)
24.6b
(sqrt (- (* b b) (* (* 3 a) c)))

rewrite86.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt
10×pow1
add-cbrt-cube add-exp-log
*-un-lft-identity add-log-exp
add-cube-cbrt
sqrt-prod insert-posit16
flip3-- associate-*r* pow-prod-down prod-exp cbrt-unprod flip--
sub-neg sqrt-div diff-log difference-of-squares
rem-sqrt-square sqrt-pow1 pow1/2 associate-*l* *-commutative distribute-lft-out--
Counts
4 → 64
Calls
4 calls:
14.0ms
(* (* 3 a) c)
11.0ms
(- (* b b) (* (* 3 a) c))
52.0ms
(- (sqrt (- (* b b) (* (* 3 a) c))) b)
8.0ms
(sqrt (- (* b b) (* (* 3 a) c)))

series266.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(* (* 3 a) c)
61.0ms
(- (* b b) (* (* 3 a) c))
92.0ms
(- (sqrt (- (* b b) (* (* 3 a) c))) b)
83.0ms
(sqrt (- (* b b) (* (* 3 a) c)))

simplify1.2s

Counts
76 → 76
Iterations
IterNodes
done2002
32002
2910
1297
0123

prune770.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 12.2b

localize25.0ms

Local error

Found 4 expressions with local error:

0.2b
(* 3 (* a c))
0.6b
(- (* b b) (* 3 (* a c)))
1.7b
(- (sqrt (- (* b b) (* 3 (* a c)))) b)
24.6b
(sqrt (- (* b b) (* 3 (* a c))))

rewrite94.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt
10×pow1
add-cbrt-cube add-exp-log
*-un-lft-identity add-log-exp
add-cube-cbrt
sqrt-prod insert-posit16
flip3-- associate-*l* pow-prod-down prod-exp cbrt-unprod flip--
sub-neg sqrt-div diff-log difference-of-squares
rem-sqrt-square sqrt-pow1 pow1/2 associate-*r* *-commutative distribute-lft-out--
Counts
4 → 64
Calls
4 calls:
24.0ms
(* 3 (* a c))
17.0ms
(- (* b b) (* 3 (* a c)))
40.0ms
(- (sqrt (- (* b b) (* 3 (* a c)))) b)
12.0ms
(sqrt (- (* b b) (* 3 (* a c))))

series337.0ms

Counts
4 → 12
Calls
4 calls:
23.0ms
(* 3 (* a c))
53.0ms
(- (* b b) (* 3 (* a c)))
139.0ms
(- (sqrt (- (* b b) (* 3 (* a c)))) b)
121.0ms
(sqrt (- (* b b) (* 3 (* a c))))

simplify890.0ms

Counts
76 → 76
Iterations
IterNodes
done2007
32007
2780
1281
0120

prune672.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 12.2b

localize37.0ms

Local error

Found 4 expressions with local error:

1.7b
(- (sqrt (- (* b b) (* 3 (* a c)))) b)
1.7b
(- (sqrt (- (* b b) (* 3 (* a c)))) b)
24.6b
(sqrt (- (* b b) (* 3 (* a c))))
24.6b
(sqrt (- (* b b) (* 3 (* a c))))

rewrite96.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt
10×*-un-lft-identity
sqrt-prod add-log-exp
pow1 add-cube-cbrt
flip3-- add-cbrt-cube sqrt-div add-exp-log insert-posit16 flip-- difference-of-squares
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 diff-log distribute-lft-out--
Counts
4 → 64
Calls
4 calls:
37.0ms
(- (sqrt (- (* b b) (* 3 (* a c)))) b)
42.0ms
(- (sqrt (- (* b b) (* 3 (* a c)))) b)
9.0ms
(sqrt (- (* b b) (* 3 (* a c))))
8.0ms
(sqrt (- (* b b) (* 3 (* a c))))

series365.0ms

Counts
4 → 12
Calls
4 calls:
97.0ms
(- (sqrt (- (* b b) (* 3 (* a c)))) b)
96.0ms
(- (sqrt (- (* b b) (* 3 (* a c)))) b)
90.0ms
(sqrt (- (* b b) (* 3 (* a c))))
82.0ms
(sqrt (- (* b b) (* 3 (* a c))))

simplify842.0ms

Counts
76 → 76
Iterations
IterNodes
done2024
32024
2570
1192
081

prune980.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 12.2b

localize55.0ms

Local error

Found 4 expressions with local error:

24.6b
(sqrt (- (* b b) (* 3 (* a c))))
24.6b
(sqrt (- (* b b) (* 3 (* a c))))
24.6b
(sqrt (- (* b b) (* 3 (* a c))))
24.6b
(sqrt (- (* b b) (* 3 (* a c))))

rewrite37.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt sqrt-prod
pow1 *-un-lft-identity sqrt-div add-cube-cbrt
rem-sqrt-square sqrt-pow1 flip3-- add-cbrt-cube pow1/2 add-exp-log insert-posit16 flip-- add-log-exp
Counts
4 → 64
Calls
4 calls:
7.0ms
(sqrt (- (* b b) (* 3 (* a c))))
9.0ms
(sqrt (- (* b b) (* 3 (* a c))))
12.0ms
(sqrt (- (* b b) (* 3 (* a c))))
7.0ms
(sqrt (- (* b b) (* 3 (* a c))))

series365.0ms

Counts
4 → 12
Calls
4 calls:
93.0ms
(sqrt (- (* b b) (* 3 (* a c))))
79.0ms
(sqrt (- (* b b) (* 3 (* a c))))
100.0ms
(sqrt (- (* b b) (* 3 (* a c))))
92.0ms
(sqrt (- (* b b) (* 3 (* a c))))

simplify1.6s

Counts
76 → 76
Iterations
IterNodes
done2008
42008
31765
2399
1129
051

prune1.3s

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 12.2b

regimes517.0ms

Accuracy

84.8% (3.3b remaining)

Error of 15.4b against oracle of 12.1b and baseline of 33.7b

bsearch180.0ms

Steps
ItersRangePoint
8
2.5972983117194536e-74
3.3630379012102994e-71
3.32629031803127e-71
6
-2.5114071469885315e+112
-1.8217288728729631e+111
-1.277637730923319e+112

simplify12.0ms

Iterations
IterNodes
done36
136
030

end0.0ms

sample4.7s

Algorithm
intervals
Results
1.1s5836×body80valid
937.0ms1126×body2560valid
646.0ms915×body1280valid
637.0ms415×body640valid
556.0ms239×body320valid
348.0ms2975×body80nan
162.0ms119×body5120valid
28.0ms114×body160valid