Details

Time bar (total: 13.8s)

sample111.0ms

Algorithm
intervals
Results
32.0ms157×body160valid
25.0ms294×body80nan
25.0ms550×pre80true
9.0ms99×body80valid

simplify139.0ms

Counts
1 → 1
Iterations
IterNodes
done102
7102
6101
599
491
373
241
122
012

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 29.3b

localize42.0ms

Local error

Found 4 expressions with local error:

0.3b
(- (* b b) (* (* 3 a) c))
0.3b
(* (* 3 a) c)
0.4b
(/ (+ (- b) (sqrt (- (* b b) (* (* 3 a) c)))) (* 3 a))
29.1b
(+ (- b) (sqrt (- (* b b) (* (* 3 a) c))))

rewrite114.0ms

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 insert-posit16 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 → 97
Calls
4 calls:
11.0ms
(- (* b b) (* (* 3 a) c))
14.0ms
(* (* 3 a) c)
73.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3 a) c)))) (* 3 a))
14.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3 a) c))))

series368.0ms

Counts
4 → 12
Calls
4 calls:
65.0ms
(- (* b b) (* (* 3 a) c))
36.0ms
(* (* 3 a) c)
137.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3 a) c)))) (* 3 a))
129.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3 a) c))))

simplify1.9s

Counts
109 → 109
Iterations
IterNodes
done5002
21589
1468
0170

prune633.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 9.9b

localize6.0ms

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: 9.9b

localize15.0ms

Local error

Found 3 expressions with local error:

0.3b
(/ (* a c) b)
0.3b
(* -3/2 (/ (* a c) b))
0.4b
(/ (* -3/2 (/ (* a c) b)) (* 3 a))

rewrite59.0ms

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* insert-posit16 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 → 87
Calls
3 calls:
18.0ms
(/ (* a c) b)
22.0ms
(* -3/2 (/ (* a c) b))
18.0ms
(/ (* -3/2 (/ (* a c) b)) (* 3 a))

series123.0ms

Counts
3 → 9
Calls
3 calls:
35.0ms
(/ (* a c) b)
47.0ms
(* -3/2 (/ (* a c) b))
41.0ms
(/ (* -3/2 (/ (* a c) b)) (* 3 a))

simplify1.5s

Counts
96 → 96
Iterations
IterNodes
done5081
22257
1396
0132

prune446.0ms

Pruning

27 alts after pruning (26 fresh and 1 done)

Merged error: 9.8b

localize16.0ms

Local error

Found 3 expressions with local error:

0.2b
(/ -3/2 (/ (* 3 a) (/ (* a c) b)))
0.3b
(/ (* a c) b)
0.4b
(/ (* 3 a) (/ (* a c) b))

rewrite59.0ms

Algorithm
rewrite-expression-head
Rules
92×times-frac
58×add-cbrt-cube add-exp-log
34×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
29×cbrt-undiv div-exp
22×associate-/r*
13×div-inv
11×prod-exp cbrt-unprod
associate-/r/
associate-/l*
expm1-log1p-u pow1 clear-num frac-2neg insert-posit16 log1p-expm1-u add-log-exp
Counts
3 → 144
Calls
3 calls:
11.0ms
(/ -3/2 (/ (* 3 a) (/ (* a c) b)))
23.0ms
(/ (* a c) b)
23.0ms
(/ (* 3 a) (/ (* a c) b))

series78.0ms

Counts
3 → 9
Calls
3 calls:
27.0ms
(/ -3/2 (/ (* 3 a) (/ (* a c) b)))
26.0ms
(/ (* a c) b)
25.0ms
(/ (* 3 a) (/ (* a c) b))

simplify1.7s

Counts
153 → 153
Iterations
IterNodes
done5005
22907
1664
0232

prune579.0ms

Pruning

27 alts after pruning (26 fresh and 1 done)

Merged error: 9.8b

regimes1.2s

Accuracy

57.1% (5.8b remaining)

Error of 14.9b against oracle of 9.1b and baseline of 22.6b

bsearch4.0ms

simplify7.0ms

Iterations
IterNodes
done41
141
031

end0.0ms

sample4.5s

Algorithm
intervals
Results
1.1s4501×body160valid
1.1s8640×body80nan
988.0ms16640×pre80true
499.0ms3499×body80valid