Details

Time bar (total: 13.0s)

sample135.0ms

Algorithm
intervals
Results
37.0ms264×body80nan
27.0ms166×body160valid
21.0ms520×pre80true
9.0ms38×body320valid
4.0ms52×body80valid

simplify128.0ms

Counts
1 → 1
Iterations
IterNodes
done102
7102
6101
599
491
375
240
122
012

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 43.2b

localize36.0ms

Local error

Found 4 expressions with local error:

0.2b
(- (* b b) (* (* 3.0 a) c))
0.3b
(* (* 3.0 a) c)
0.4b
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
39.2b
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

rewrite134.0ms

Algorithm
rewrite-expression-head
Rules
22×*-un-lft-identity
14×add-cbrt-cube add-exp-log
10×add-sqr-sqrt fma-def add-cube-cbrt add-log-exp
pow1
distribute-rgt-neg-in distribute-lft-out
times-frac associate-/l*
expm1-log1p-u prod-exp cbrt-unprod log1p-expm1-u
distribute-lft-neg-in associate-*r* pow-prod-down
neg-sub0 cbrt-undiv sum-log flip3-+ div-exp associate-+l- flip-+ associate-/l/
+-commutative clear-num associate-/r* neg-mul-1 sub-neg frac-2neg flip3-- fma-neg diff-log div-sub associate-*l* prod-diff neg-log *-commutative div-inv flip--
Counts
4 → 93
Calls
4 calls:
13.0ms
(- (* b b) (* (* 3.0 a) c))
22.0ms
(* (* 3.0 a) c)
75.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
19.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

series379.0ms

Counts
4 → 12
Calls
4 calls:
63.0ms
(- (* b b) (* (* 3.0 a) c))
28.0ms
(* (* 3.0 a) c)
181.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
107.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

simplify1.8s

Counts
105 → 105
Iterations
IterNodes
done5000
21585
1462
0167

prune807.0ms

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 6.2b

localize10.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune91.0ms

Pruning

16 alts after pruning (15 fresh and 1 done)

Merged error: 6.2b

localize27.0ms

Local error

Found 3 expressions with local error:

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

rewrite45.0ms

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*
expm1-log1p-u associate-*l* log1p-expm1-u div-inv add-log-exp
clear-num frac-2neg associate-*r/ associate-/l*
pow-prod-down *-commutative unswap-sqr associate-/l/
Counts
3 → 84
Calls
3 calls:
10.0ms
(/ (* a c) b)
14.0ms
(* -1.5 (/ (* a c) b))
17.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

series101.0ms

Counts
3 → 9
Calls
3 calls:
21.0ms
(/ (* a c) b)
45.0ms
(* -1.5 (/ (* a c) b))
35.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

simplify1.5s

Counts
93 → 93
Iterations
IterNodes
done5042
22220
1386
0129

prune645.0ms

Pruning

27 alts after pruning (26 fresh and 1 done)

Merged error: 6.2b

localize22.0ms

Local error

Found 3 expressions with local error:

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

rewrite79.0ms

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
expm1-log1p-u log1p-expm1-u add-log-exp
*-commutative div-inv unswap-sqr
clear-num associate-/r* frac-2neg associate-/l* associate-/l/
Counts
3 → 89
Calls
3 calls:
14.0ms
(* a (/ c b))
20.0ms
(* -1.5 (* a (/ c b)))
42.0ms
(/ (* -1.5 (* a (/ c b))) (* 3.0 a))

series76.0ms

Counts
3 → 9
Calls
3 calls:
22.0ms
(* a (/ c b))
31.0ms
(* -1.5 (* a (/ c b)))
24.0ms
(/ (* -1.5 (* a (/ c b))) (* 3.0 a))

simplify1.7s

Counts
98 → 98
Iterations
IterNodes
done5030
22191
1410
0145

prune412.0ms

Pruning

30 alts after pruning (29 fresh and 1 done)

Merged error: 6.2b

regimes1.2s

Accuracy

30.9% (4.6b remaining)

Error of 9.7b against oracle of 5.1b and baseline of 11.8b

bsearch3.0ms

simplify16.0ms

Iterations
IterNodes
done43
243
135
027

end0.0ms

sample3.7s

Algorithm
intervals
Results
1.2s16347×pre80true
731.0ms8347×body80nan
715.0ms4849×body160valid
396.0ms1403×body320valid
115.0ms1748×body80valid