Details

Time bar (total: 15.5s)

sample92.0ms

Algorithm
intervals
Results
23.0ms146×body160valid
17.0ms310×body80nan
14.0ms566×pre80true
7.0ms110×body80valid

simplify107.0ms

Counts
1 → 1
Iterations
IterNodes
done105
7105
6104
5102
494
379
243
125
014

prune16.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 28.2b

localize38.0ms

Local error

Found 4 expressions with local error:

0.1b
(sqrt (- (* b b) (* 4.0 (* c a))))
0.3b
(- (* b b) (* 4.0 (* c a)))
0.3b
(/ (/ (- (sqrt (- (* b b) (* 4.0 (* c a)))) b) 2.0) a)
28.1b
(- (sqrt (- (* b b) (* 4.0 (* c a)))) b)

rewrite204.0ms

Algorithm
rewrite-expression-head
Rules
138×times-frac
135×add-sqr-sqrt
108×*-un-lft-identity
82×add-cube-cbrt
28×sqrt-prod
26×difference-of-squares
22×associate-/l*
19×prod-diff
13×distribute-lft-out--
add-cbrt-cube add-exp-log
add-log-exp
fma-neg
pow1 div-inv
expm1-log1p-u log1p-expm1-u
cbrt-undiv associate-/r* flip3-- div-exp flip--
sub-neg sqrt-div diff-log div-sub
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 associate-/l/
Counts
4 → 183
Calls
4 calls:
16.0ms
(sqrt (- (* b b) (* 4.0 (* c a))))
13.0ms
(- (* b b) (* 4.0 (* c a)))
82.0ms
(/ (/ (- (sqrt (- (* b b) (* 4.0 (* c a)))) b) 2.0) a)
78.0ms
(- (sqrt (- (* b b) (* 4.0 (* c a)))) b)

series456.0ms

Counts
4 → 12
Calls
4 calls:
119.0ms
(sqrt (- (* b b) (* 4.0 (* c a))))
71.0ms
(- (* b b) (* 4.0 (* c a)))
153.0ms
(/ (/ (- (sqrt (- (* b b) (* 4.0 (* c a)))) b) 2.0) a)
113.0ms
(- (sqrt (- (* b b) (* 4.0 (* c a)))) b)

simplify2.0s

Counts
195 → 195
Iterations
IterNodes
done5002
22305
1797
0321

prune1.1s

Pruning

24 alts after pruning (24 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

prune191.0ms

Pruning

24 alts after pruning (23 fresh and 1 done)

Merged error: 9.3b

localize24.0ms

Local error

Found 2 expressions with local error:

0.2b
(/ (/ (* -2.0 (/ (* a c) b)) 2.0) a)
0.3b
(/ (* a c) b)

rewrite58.0ms

Algorithm
rewrite-expression-head
Rules
36×times-frac
27×add-cbrt-cube add-exp-log
20×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
13×cbrt-undiv div-exp
associate-/l*
associate-/r* div-inv
prod-exp cbrt-unprod
expm1-log1p-u pow1 clear-num frac-2neg log1p-expm1-u add-log-exp
associate-/l/
Counts
2 → 77
Calls
2 calls:
39.0ms
(/ (/ (* -2.0 (/ (* a c) b)) 2.0) a)
15.0ms
(/ (* a c) b)

series45.0ms

Counts
2 → 6
Calls
2 calls:
23.0ms
(/ (/ (* -2.0 (/ (* a c) b)) 2.0) a)
22.0ms
(/ (* a c) b)

simplify1.8s

Counts
83 → 83
Iterations
IterNodes
done5026
21950
1459
0171

prune737.0ms

Pruning

37 alts after pruning (36 fresh and 1 done)

Merged error: 9.1b

localize32.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ (/ (* -2.0 (* (sqrt (/ (* a c) b)) (sqrt (/ (* a c) b)))) 2.0) a)
0.3b
(/ (* a c) b)
0.3b
(/ (* a c) b)
0.6b
(* (sqrt (/ (* a c) b)) (sqrt (/ (* a c) b)))

rewrite132.0ms

Algorithm
rewrite-expression-head
Rules
51×times-frac
48×add-sqr-sqrt
36×*-un-lft-identity add-cube-cbrt
34×sqrt-prod
30×add-cbrt-cube add-exp-log
19×pow1
12×swap-sqr
11×cbrt-undiv div-exp div-inv
10×associate-*r* associate-*l*
associate-/r* associate-/l*
sqrt-pow1 pow1/2
prod-exp cbrt-unprod
pow-prod-up
expm1-log1p-u sqrt-div log1p-expm1-u add-log-exp unswap-sqr
clear-num frac-2neg pow-prod-down pow-sqr
pow2 frac-times rem-square-sqrt pow-plus sqrt-unprod associate-*l/ associate-*r/ *-commutative associate-/l/
Counts
4 → 164
Calls
4 calls:
78.0ms
(/ (/ (* -2.0 (* (sqrt (/ (* a c) b)) (sqrt (/ (* a c) b)))) 2.0) a)
7.0ms
(/ (* a c) b)
7.0ms
(/ (* a c) b)
34.0ms
(* (sqrt (/ (* a c) b)) (sqrt (/ (* a c) b)))

series200.0ms

Counts
4 → 12
Calls
4 calls:
55.0ms
(/ (/ (* -2.0 (* (sqrt (/ (* a c) b)) (sqrt (/ (* a c) b)))) 2.0) a)
33.0ms
(/ (* a c) b)
24.0ms
(/ (* a c) b)
88.0ms
(* (sqrt (/ (* a c) b)) (sqrt (/ (* a c) b)))

simplify1.8s

Counts
176 → 176
Iterations
IterNodes
done5013
22188
1566
0237

prune963.0ms

Pruning

40 alts after pruning (39 fresh and 1 done)

Merged error: 9.1b

regimes1.2s

Accuracy

44.1% (7.8b remaining)

Error of 16.8b against oracle of 9.0b and baseline of 23.0b

bsearch39.0ms

Steps
ItersRangePoint
2
59.54081762261222
70.62772712067056
60.5124483648276

simplify6.0ms

Iterations
IterNodes
done30
130
024

end0.0ms

sample4.2s

Algorithm
intervals
Results
1.6s4385×body160valid
935.0ms8838×body80nan
602.0ms16838×pre80true
253.0ms3614×body80valid
0.0msbody320valid