Details

Time bar (total: 13.2s)

sample92.0ms

Algorithm
intervals
Results
19.0ms302×body80nan
18.0ms160×body160valid
15.0ms558×pre80true
8.0ms44×body320valid
3.0ms52×body80valid

simplify123.0ms

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

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 44.0b

localize20.0ms

Local error

Found 4 expressions with local error:

0.2b
(- (* b b) (* (* 3.0 a) c))
0.3b
(* (* 3.0 a) c)
0.3b
(/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a))
38.3b
(- (sqrt (- (* b b) (* (* 3.0 a) c))) b)

rewrite552.0ms

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
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 → 75
Calls
4 calls:
6.0ms
(- (* b b) (* (* 3.0 a) c))
17.0ms
(* (* 3.0 a) c)
98.0ms
(/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a))
429.0ms
(- (sqrt (- (* b b) (* (* 3.0 a) c))) b)

series375.0ms

Counts
4 → 12
Calls
4 calls:
62.0ms
(- (* b b) (* (* 3.0 a) c))
34.0ms
(* (* 3.0 a) c)
150.0ms
(/ (- (sqrt (- (* b b) (* (* 3.0 a) c))) b) (* 3.0 a))
129.0ms
(- (sqrt (- (* b b) (* (* 3.0 a) c))) b)

simplify1.8s

Counts
87 → 87
Iterations
IterNodes
done5001
21454
1419
0155

prune581.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 5.5b

localize5.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune85.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 5.5b

localize23.0ms

Local error

Found 3 expressions with local error:

0.2b
(* -1.5 (/ (* a c) b))
0.3b
(/ (* a c) b)
0.3b
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

rewrite83.0ms

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* div-inv add-log-exp
clear-num frac-2neg associate-*r/ associate-/l*
pow-prod-down *-commutative unswap-sqr associate-/l/
Counts
3 → 78
Calls
3 calls:
28.0ms
(* -1.5 (/ (* a c) b))
15.0ms
(/ (* a c) b)
35.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

series107.0ms

Counts
3 → 9
Calls
3 calls:
31.0ms
(* -1.5 (/ (* a c) b))
32.0ms
(/ (* a c) b)
44.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

simplify1.5s

Counts
87 → 87
Iterations
IterNodes
done5028
22258
1371
0123

prune523.0ms

Pruning

25 alts after pruning (24 fresh and 1 done)

Merged error: 5.4b

localize20.0ms

Local error

Found 4 expressions with local error:

0.2b
(* -1.5 (/ (* a c) b))
0.2b
(/ 1 (/ (* 3.0 a) (* -1.5 (/ (* a c) b))))
0.3b
(/ (* a c) b)
0.4b
(/ (* 3.0 a) (* -1.5 (/ (* a c) b)))

rewrite119.0ms

Algorithm
rewrite-expression-head
Rules
158×add-exp-log
92×add-cbrt-cube
70×div-exp
53×prod-exp
37×cbrt-undiv
29×times-frac cbrt-unprod
22×add-sqr-sqrt
20×*-un-lft-identity add-cube-cbrt
10×associate-/r*
rec-exp 1-exp
div-inv
pow1 associate-*r*
associate-*r/ associate-/r/
associate-/l*
add-log-exp
clear-num frac-2neg associate-*l*
pow-prod-down *-commutative pow-flip inv-pow unswap-sqr
Counts
4 → 154
Calls
4 calls:
24.0ms
(* -1.5 (/ (* a c) b))
42.0ms
(/ 1 (/ (* 3.0 a) (* -1.5 (/ (* a c) b))))
16.0ms
(/ (* a c) b)
27.0ms
(/ (* 3.0 a) (* -1.5 (/ (* a c) b)))

series114.0ms

Counts
4 → 12
Calls
4 calls:
33.0ms
(* -1.5 (/ (* a c) b))
23.0ms
(/ 1 (/ (* 3.0 a) (* -1.5 (/ (* a c) b))))
34.0ms
(/ (* a c) b)
23.0ms
(/ (* 3.0 a) (* -1.5 (/ (* a c) b)))

simplify1.9s

Counts
166 → 166
Iterations
IterNodes
done5024
22946
1569
0213

prune662.0ms

Pruning

27 alts after pruning (26 fresh and 1 done)

Merged error: 5.3b

regimes979.0ms

Accuracy

8.7% (6.3b remaining)

Error of 11.4b against oracle of 5.1b and baseline of 11.9b

bsearch46.0ms

Steps
ItersRangePoint
4
6.789181744096528e-08
1.2662217397802895e-07
6.961131476357277e-08

simplify9.0ms

Iterations
IterNodes
done31
131
024

end0.0ms

sample3.4s

Algorithm
intervals
Results
839.0ms4806×body160valid
615.0ms8122×body80nan
586.0ms16122×pre80true
530.0ms1832×body80valid
320.0ms1362×body320valid