Details

Time bar (total: 14.2s)

sample92.0ms

Algorithm
intervals
Results
21.0ms146×body160valid
19.0ms278×body80nan
17.0ms534×pre80true
8.0ms110×body80valid

simplify121.0ms

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

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 29.3b

localize51.0ms

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))
29.2b
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

rewrite180.0ms

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))
26.0ms
(* (* 3.0 a) c)
103.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
33.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

series400.0ms

Counts
4 → 12
Calls
4 calls:
78.0ms
(- (* b b) (* (* 3.0 a) c))
24.0ms
(* (* 3.0 a) c)
174.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
123.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

simplify1.8s

Counts
105 → 105
Iterations
IterNodes
done5000
21585
1462
0167

prune694.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 9.3b

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

prune88.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 9.3b

localize14.0ms

Local error

Found 3 expressions with local error:

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

rewrite57.0ms

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:
7.0ms
(/ (* a c) b)
25.0ms
(* -1.5 (/ (* a c) b))
22.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

series95.0ms

Counts
3 → 9
Calls
3 calls:
40.0ms
(/ (* a c) b)
32.0ms
(* -1.5 (/ (* a c) b))
23.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

simplify1.7s

Counts
93 → 93
Iterations
IterNodes
done5042
22220
1386
0129

prune747.0ms

Pruning

27 alts after pruning (26 fresh and 1 done)

Merged error: 9.2b

localize16.0ms

Local error

Found 3 expressions with local error:

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

rewrite149.0ms

Algorithm
rewrite-expression-head
Rules
166×add-exp-log
94×add-cbrt-cube
88×prod-exp
46×cbrt-unprod
44×div-exp
23×cbrt-undiv
17×pow1
14×associate-*r*
11×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
10×times-frac
rec-exp 1-exp pow-prod-down
associate-*l*
expm1-log1p-u log1p-expm1-u add-log-exp
associate-*r/ un-div-inv *-commutative div-inv associate-/l/
clear-num associate-/r* frac-2neg associate-/l*
Counts
3 → 124
Calls
3 calls:
25.0ms
(* -1.5 (* a c))
62.0ms
(/ (* (* -1.5 (* a c)) (/ 1 b)) (* 3.0 a))
47.0ms
(* (* -1.5 (* a c)) (/ 1 b))

series109.0ms

Counts
3 → 9
Calls
3 calls:
24.0ms
(* -1.5 (* a c))
34.0ms
(/ (* (* -1.5 (* a c)) (/ 1 b)) (* 3.0 a))
52.0ms
(* (* -1.5 (* a c)) (/ 1 b))

simplify2.2s

Counts
133 → 133
Iterations
IterNodes
done5370
22822
1594
0187

prune393.0ms

Pruning

31 alts after pruning (30 fresh and 1 done)

Merged error: 9.2b

regimes1.8s

Accuracy

51.1% (6.7b remaining)

Error of 15.8b against oracle of 9.0b and baseline of 22.8b

bsearch3.0ms

simplify6.0ms

Iterations
IterNodes
done38
138
029

end0.0ms

sample3.6s

Algorithm
intervals
Results
1.2s4405×body160valid
770.0ms8398×body80nan
675.0ms16398×pre80true
348.0ms3595×body80valid