Details

Time bar (total: 14.8s)

sample121.0ms

Algorithm
intervals
Results
27.0ms561×pre80true
22.0ms305×body80nan
21.0ms148×body160valid
8.0ms108×body80valid

simplify120.0ms

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: 28.1b

localize25.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* 3.0 a) c)
0.3b
(- (* b b) (* (* 3.0 a) c))
0.4b
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
27.9b
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

rewrite171.0ms

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:
15.0ms
(* (* 3.0 a) c)
10.0ms
(- (* b b) (* (* 3.0 a) c))
110.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
35.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

series394.0ms

Counts
4 → 12
Calls
4 calls:
39.0ms
(* (* 3.0 a) c)
65.0ms
(- (* b b) (* (* 3.0 a) c))
176.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
114.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

simplify1.8s

Counts
105 → 105
Iterations
IterNodes
done5003
21563
1463
0167

prune742.0ms

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 9.4b

localize11.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune101.0ms

Pruning

16 alts after pruning (15 fresh and 1 done)

Merged error: 9.4b

localize19.0ms

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))

rewrite89.0ms

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:
16.0ms
(/ (* a c) b)
33.0ms
(* -1.5 (/ (* a c) b))
35.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

series106.0ms

Counts
3 → 9
Calls
3 calls:
41.0ms
(/ (* a c) b)
33.0ms
(* -1.5 (/ (* a c) b))
32.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

simplify1.6s

Counts
93 → 93
Iterations
IterNodes
done5042
22220
1386
0129

prune659.0ms

Pruning

30 alts after pruning (29 fresh and 1 done)

Merged error: 9.3b

localize14.0ms

Local error

Found 3 expressions with local error:

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

rewrite99.0ms

Algorithm
rewrite-expression-head
Rules
145×times-frac
90×add-sqr-sqrt
81×*-un-lft-identity add-cube-cbrt
49×add-cbrt-cube add-exp-log
44×associate-*r*
20×cbrt-undiv div-exp
14×associate-/r*
13×prod-exp cbrt-unprod
10×div-inv
pow1
associate-/l*
expm1-log1p-u associate-*l* log1p-expm1-u add-log-exp unswap-sqr
clear-num frac-2neg associate-*r/ associate-/r/
pow-prod-down *-commutative associate-/l/
Counts
3 → 172
Calls
3 calls:
15.0ms
(/ a (/ b c))
48.0ms
(* -1.5 (/ a (/ b c)))
22.0ms
(/ (* -1.5 (/ a (/ b c))) (* 3.0 a))

series120.0ms

Counts
3 → 9
Calls
3 calls:
39.0ms
(/ a (/ b c))
41.0ms
(* -1.5 (/ a (/ b c)))
39.0ms
(/ (* -1.5 (/ a (/ b c))) (* 3.0 a))

simplify2.1s

Counts
181 → 181
Iterations
IterNodes
done5038
23428
1777
0272

prune972.0ms

Pruning

35 alts after pruning (35 fresh and 0 done)

Merged error: 9.3b

regimes1.9s

Accuracy

44.6% (7.6b remaining)

Error of 16.8b against oracle of 9.2b and baseline of 23.0b

bsearch22.0ms

Steps
ItersRangePoint
2
59.54081762261222
70.62772712067056
60.5124483648276

simplify5.0ms

Iterations
IterNodes
done36
136
027

end0.0ms

sample3.6s

Algorithm
intervals
Results
1.1s4433×body160valid
717.0ms8725×body80nan
654.0ms16725×pre80true
341.0ms3566×body80valid
0.0msbody320valid