Details

Time bar (total: 25.1s)

sample151.0ms

Algorithm
intervals
Results
34.0ms49×body320valid
27.0ms148×body160valid
25.0ms306×body80nan
20.0ms562×pre80true
5.0ms59×body80valid

simplify447.0ms

Counts
1 → 1
Iterations
IterNodes
done94
794
693
591
483
368
239
121
012

prune43.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 43.8b

localize113.0ms

Local error

Found 4 expressions with local error:

0.2b
(- (* b b) (* (* 3.0 a) c))
0.2b
(* (* 3.0 a) c)
0.3b
(/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a))
37.9b
(- (sqrt (- (* b b) (* (* 3.0 a) c))) b)

rewrite437.0ms

Algorithm
rewrite-expression-head
Rules
19×add-sqr-sqrt
14×add-cbrt-cube add-exp-log
13×*-un-lft-identity
pow1
add-log-exp
add-cube-cbrt
times-frac associate-/l* difference-of-squares
prod-exp cbrt-unprod insert-posit16
flip3-- associate-*r* pow-prod-down sqrt-prod flip-- distribute-lft-out--
cbrt-undiv sub-neg diff-log div-exp associate-/l/
clear-num associate-/r* frac-2neg div-sub associate-*l* *-commutative div-inv
Counts
4 → 79
Calls
4 calls:
17.0ms
(- (* b b) (* (* 3.0 a) c))
62.0ms
(* (* 3.0 a) c)
258.0ms
(/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a))
95.0ms
(- (sqrt (- (* b b) (* (* 3.0 a) c))) b)

series469.0ms

Counts
4 → 12
Calls
4 calls:
95.0ms
(- (* b b) (* (* 3.0 a) c))
26.0ms
(* (* 3.0 a) c)
218.0ms
(/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a))
130.0ms
(- (sqrt (- (* b b) (* (* 3.0 a) c))) b)

simplify3.6s

Counts
91 → 91
Iterations
IterNodes
done5001
21437
1418
0159

prune1.2s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 4.8b

localize34.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune247.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 4.8b

localize73.0ms

Local error

Found 3 expressions with local error:

0.3b
(* -1.5 (/ (* a c) b))
0.3b
(/ (* a c) b)
0.3b
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

rewrite164.0ms

Algorithm
rewrite-expression-head
Rules
49×add-cbrt-cube add-exp-log
17×prod-exp cbrt-unprod
16×cbrt-undiv div-exp
10×add-sqr-sqrt
*-un-lft-identity add-cube-cbrt
times-frac associate-*r*
pow1
associate-/r*
associate-*l* insert-posit16 div-inv add-log-exp
clear-num frac-2neg associate-*r/ associate-/l*
pow-prod-down *-commutative unswap-sqr associate-/l/
Counts
3 → 81
Calls
3 calls:
39.0ms
(* -1.5 (/ (* a c) b))
47.0ms
(/ (* a c) b)
66.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

series152.0ms

Counts
3 → 9
Calls
3 calls:
67.0ms
(* -1.5 (/ (* a c) b))
50.0ms
(/ (* a c) b)
34.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

simplify4.0s

Counts
90 → 90
Iterations
IterNodes
done5000
22218
1389
0126

prune1.4s

Pruning

28 alts after pruning (27 fresh and 1 done)

Merged error: 4.7b

localize94.0ms

Local error

Found 3 expressions with local error:

0.3b
(* -1.5 (* a (/ c b)))
0.3b
(* a (/ c b))
0.3b
(/ (* -1.5 (* a (/ c b))) (* 3.0 a))

rewrite249.0ms

Algorithm
rewrite-expression-head
Rules
49×add-cbrt-cube add-exp-log
21×prod-exp cbrt-unprod
17×add-sqr-sqrt
14×associate-*r*
12×cbrt-undiv *-un-lft-identity div-exp add-cube-cbrt
11×times-frac
10×pow1
associate-*l*
associate-*r/
pow-prod-down
insert-posit16 add-log-exp
*-commutative div-inv unswap-sqr
clear-num associate-/r* frac-2neg associate-/l* associate-/l/
Counts
3 → 86
Calls
3 calls:
91.0ms
(* -1.5 (* a (/ c b)))
58.0ms
(* a (/ c b))
87.0ms
(/ (* -1.5 (* a (/ c b))) (* 3.0 a))

series147.0ms

Counts
3 → 9
Calls
3 calls:
60.0ms
(* -1.5 (* a (/ c b)))
31.0ms
(* a (/ c b))
55.0ms
(/ (* -1.5 (* a (/ c b))) (* 3.0 a))

simplify4.1s

Counts
95 → 95
Iterations
IterNodes
done5017
22202
1402
0142

prune833.0ms

Pruning

31 alts after pruning (30 fresh and 1 done)

Merged error: 4.7b

regimes2.5s

Accuracy

7.4% (6.3b remaining)

Error of 11.5b against oracle of 5.1b and baseline of 12.0b

bsearch38.0ms

Steps
ItersRangePoint
3
0.22538239365787033
0.2970756725892088
0.2283921088226662

simplify20.0ms

Iterations
IterNodes
done33
133
024

end0.0ms

sample4.6s

Algorithm
intervals
Results
1.2s8382×body80nan
1.1s4831×body160valid
801.0ms16382×pre80true
432.0ms1395×body320valid
296.0ms1774×body80valid