Details

Time bar (total: 19.3s)

sample111.0ms

Algorithm
intervals
Results
28.0ms210×body80valid
25.0ms23×body2560valid
18.0ms25×body1280valid
10.0ms84×body80nan
4.0msbody640valid
3.0msbody320valid
2.0msbody5120valid
1.0msbody160valid

simplify107.0ms

Counts
1 → 1
Iterations
IterNodes
done95
795
694
592
484
367
243
124
014

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 29.5b

localize36.0ms

Local error

Found 4 expressions with local error:

0.4b
(/ (- (sqrt (- (* b b) (* (* 4 a) c))) b) a)
0.8b
(- (* b b) (* (* 4 a) c))
1.0b
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
20.8b
(sqrt (- (* b b) (* (* 4 a) c)))

rewrite141.0ms

Algorithm
rewrite-expression-head
Rules
37×add-sqr-sqrt
26×*-un-lft-identity
18×times-frac
16×add-cube-cbrt
10×difference-of-squares
sqrt-prod add-log-exp
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
flip3-- insert-posit16 flip--
associate-/r*
sub-neg sqrt-div diff-log associate-/l/
cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 div-sub div-exp div-inv
Counts
4 → 88
Calls
4 calls:
66.0ms
(/ (- (sqrt (- (* b b) (* (* 4 a) c))) b) a)
11.0ms
(- (* b b) (* (* 4 a) c))
50.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
11.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

series449.0ms

Counts
4 → 12
Calls
4 calls:
142.0ms
(/ (- (sqrt (- (* b b) (* (* 4 a) c))) b) a)
63.0ms
(- (* b b) (* (* 4 a) c))
126.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
117.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

simplify1.2s

Counts
100 → 100
Iterations
IterNodes
done5000
21158
1394
0161

prune529.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 5.5b

localize33.0ms

Local error

Found 4 expressions with local error:

0.3b
(/ a (- (sqrt (- (* b b) (* (* 4 a) c))) b))
0.8b
(- (* b b) (* (* 4 a) c))
1.0b
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
20.8b
(sqrt (- (* b b) (* (* 4 a) c)))

rewrite121.0ms

Algorithm
rewrite-expression-head
Rules
37×add-sqr-sqrt
26×*-un-lft-identity
18×times-frac
16×add-cube-cbrt
10×difference-of-squares
sqrt-prod add-log-exp
associate-/r* add-cbrt-cube add-exp-log
pow1 distribute-lft-out--
flip3-- insert-posit16 flip--
associate-/l*
sub-neg sqrt-div diff-log associate-/r/
cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 div-exp div-inv
Counts
4 → 87
Calls
4 calls:
42.0ms
(/ a (- (sqrt (- (* b b) (* (* 4 a) c))) b))
8.0ms
(- (* b b) (* (* 4 a) c))
55.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
15.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

series962.0ms

Counts
4 → 12
Calls
4 calls:
286.0ms
(/ a (- (sqrt (- (* b b) (* (* 4 a) c))) b))
58.0ms
(- (* b b) (* (* 4 a) c))
132.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
485.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

simplify2.6s

Counts
99 → 99
Iterations
IterNodes
done5002
34251
21045
1352
0156

prune540.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 5.5b

localize24.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (- (sqrt (- (* b b) (* (* 4 a) c))) b) (/ 1 a))
0.8b
(- (* b b) (* (* 4 a) c))
1.0b
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
20.8b
(sqrt (- (* b b) (* (* 4 a) c)))

rewrite230.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
18×*-un-lft-identity
13×associate-*r* add-exp-log add-cube-cbrt
11×times-frac
add-cbrt-cube
add-log-exp
pow1
associate-*l*
flip3-- sqrt-prod flip--
prod-exp insert-posit16 difference-of-squares
unswap-sqr
frac-times sub-neg sqrt-div diff-log div-exp associate-*l/ cbrt-unprod distribute-lft-out--
cbrt-undiv rem-sqrt-square rec-exp sqrt-pow1 pow1/2 1-exp pow-prod-down associate-*r/ un-div-inv *-commutative div-inv
Counts
4 → 89
Calls
4 calls:
153.0ms
(* (- (sqrt (- (* b b) (* (* 4 a) c))) b) (/ 1 a))
15.0ms
(- (* b b) (* (* 4 a) c))
47.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
13.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

series419.0ms

Counts
4 → 12
Calls
4 calls:
141.0ms
(* (- (sqrt (- (* b b) (* (* 4 a) c))) b) (/ 1 a))
73.0ms
(- (* b b) (* (* 4 a) c))
118.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
87.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

simplify1.4s

Counts
101 → 101
Iterations
IterNodes
done5003
21455
1458
0181

prune527.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 5.5b

localize35.0ms

Local error

Found 4 expressions with local error:

0.4b
(/ (- (sqrt (+ (* (* a c) -4) (* b b))) b) a)
0.8b
(+ (* (* a c) -4) (* b b))
1.0b
(- (sqrt (+ (* (* a c) -4) (* b b))) b)
20.8b
(sqrt (+ (* (* a c) -4) (* b b)))

rewrite442.0ms

Algorithm
rewrite-expression-head
Rules
37×add-sqr-sqrt
26×*-un-lft-identity
18×times-frac
16×add-cube-cbrt
10×difference-of-squares
sqrt-prod add-log-exp
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
insert-posit16
associate-/r*
flip3-+ flip3-- sqrt-div flip-+ flip-- associate-/l/
cbrt-undiv +-commutative rem-sqrt-square clear-num sum-log sub-neg frac-2neg sqrt-pow1 pow1/2 diff-log div-sub div-exp div-inv
Counts
4 → 87
Calls
4 calls:
237.0ms
(/ (- (sqrt (+ (* (* a c) -4) (* b b))) b) a)
23.0ms
(+ (* (* a c) -4) (* b b))
145.0ms
(- (sqrt (+ (* (* a c) -4) (* b b))) b)
35.0ms
(sqrt (+ (* (* a c) -4) (* b b)))

series461.0ms

Counts
4 → 12
Calls
4 calls:
168.0ms
(/ (- (sqrt (+ (* (* a c) -4) (* b b))) b) a)
81.0ms
(+ (* (* a c) -4) (* b b))
116.0ms
(- (sqrt (+ (* (* a c) -4) (* b b))) b)
96.0ms
(sqrt (+ (* (* a c) -4) (* b b)))

simplify3.2s

Counts
99 → 99
Iterations
IterNodes
done5002
34236
2910
1329
0137

prune379.0ms

Pruning

14 alts after pruning (12 fresh and 2 done)

Merged error: 5.5b

regimes425.0ms

Accuracy

81.2% (5.1b remaining)

Error of 10.8b against oracle of 5.7b and baseline of 33.0b

bsearch428.0ms

Steps
ItersRangePoint
8
5.451909898538592e-70
5.081728108716245e-67
1.546013236023957e-67
7
6.366271362828677e-80
2.0474353944207673e-78
1.6168702840263923e-79
8
1.9015403840268286e-125
4.787339246176752e-121
1.3353078790738604e-121
7
-9.460060253608456e+39
-2.573022393154551e+38
-9.348931433494438e+39

simplify23.0ms

Iterations
IterNodes
done47
347
244
141
033

end0.0ms

sample4.4s

Algorithm
intervals
Results
971.0ms1084×body2560valid
952.0ms5870×body80valid
817.0ms907×body1280valid
764.0ms3007×body80nan
298.0ms447×body640valid
145.0ms101×body5120valid
114.0ms232×body320valid
29.0ms109×body160valid