Details

Time bar (total: 15.1s)

sample161.0ms

Algorithm
intervals
Results
45.0ms172×body80valid
29.0ms31×body2560valid
28.0ms35×body1280valid
13.0ms20×body640valid
12.0ms82×body80nan
6.0msbody5120valid
3.0msbody320valid
1.0msbody160valid

simplify107.0ms

Counts
1 → 1
Iterations
IterNodes
done116
5116
4108
386
245
124
014

prune19.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.0b

localize33.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (/ (- (sqrt (- (* b b) (* (* 4 a) c))) b) 2) a)
0.4b
(- (* b b) (* (* 4 a) c))
0.9b
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
22.2b
(sqrt (- (* b b) (* (* 4 a) c)))

rewrite133.0ms

Algorithm
rewrite-expression-head
Rules
138×times-frac
121×add-sqr-sqrt
94×*-un-lft-identity
68×add-cube-cbrt
26×difference-of-squares
22×associate-/l*
16×sqrt-prod
13×distribute-lft-out--
add-cbrt-cube add-exp-log
add-log-exp
pow1 div-inv
insert-posit16
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 → 153
Calls
4 calls:
71.0ms
(/ (/ (- (sqrt (- (* b b) (* (* 4 a) c))) b) 2) a)
14.0ms
(- (* b b) (* (* 4 a) c))
36.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
7.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

series414.0ms

Counts
4 → 12
Calls
4 calls:
140.0ms
(/ (/ (- (sqrt (- (* b b) (* (* 4 a) c))) b) 2) a)
81.0ms
(- (* b b) (* (* 4 a) c))
107.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
84.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

simplify1.9s

Counts
165 → 165
Iterations
IterNodes
done5000
22973
1686
0279

prune1.0s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 5.9b

localize29.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (- (sqrt (- (* b b) (* c (* a 4)))) b) (/ 1/2 a))
0.4b
(- (* b b) (* c (* a 4)))
0.9b
(- (sqrt (- (* b b) (* c (* a 4)))) b)
22.2b
(sqrt (- (* b b) (* c (* a 4))))

rewrite237.0ms

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt
17×*-un-lft-identity
13×associate-*r* add-cube-cbrt
10×times-frac
add-cbrt-cube add-exp-log
add-log-exp
pow1
associate-*l*
flip3-- sqrt-prod flip--
insert-posit16 difference-of-squares
frac-times sub-neg sqrt-div diff-log associate-*l/ prod-exp cbrt-unprod distribute-lft-out-- unswap-sqr
cbrt-undiv rem-sqrt-square sqrt-pow1 pow1/2 div-exp pow-prod-down associate-*r/ *-commutative div-inv
Counts
4 → 85
Calls
4 calls:
129.0ms
(* (- (sqrt (- (* b b) (* c (* a 4)))) b) (/ 1/2 a))
17.0ms
(- (* b b) (* c (* a 4)))
73.0ms
(- (sqrt (- (* b b) (* c (* a 4)))) b)
16.0ms
(sqrt (- (* b b) (* c (* a 4))))

series429.0ms

Counts
4 → 12
Calls
4 calls:
117.0ms
(* (- (sqrt (- (* b b) (* c (* a 4)))) b) (/ 1/2 a))
66.0ms
(- (* b b) (* c (* a 4)))
141.0ms
(- (sqrt (- (* b b) (* c (* a 4)))) b)
105.0ms
(sqrt (- (* b b) (* c (* a 4))))

simplify1.5s

Counts
97 → 97
Iterations
IterNodes
done5002
22384
1455
0177

prune523.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 5.9b

localize35.0ms

Local error

Found 4 expressions with local error:

0.9b
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
0.9b
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
22.2b
(sqrt (- (* b b) (* (* 4 a) c)))
22.2b
(sqrt (- (* b b) (* (* 4 a) c)))

rewrite103.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt
10×*-un-lft-identity
sqrt-prod add-log-exp
pow1 add-cube-cbrt
flip3-- add-cbrt-cube sqrt-div add-exp-log insert-posit16 flip-- difference-of-squares
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 diff-log distribute-lft-out--
Counts
4 → 64
Calls
4 calls:
39.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
38.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
11.0ms
(sqrt (- (* b b) (* (* 4 a) c)))
15.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

series438.0ms

Counts
4 → 12
Calls
4 calls:
107.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
121.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
116.0ms
(sqrt (- (* b b) (* (* 4 a) c)))
94.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

simplify2.6s

Counts
76 → 76
Iterations
IterNodes
done5000
34459
2788
1202
082

prune371.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 5.9b

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

prune0.0ms

Pruning

8 alts after pruning (5 fresh and 3 done)

Merged error: 5.9b

regimes260.0ms

Accuracy

85.5% (4.1b remaining)

Error of 9.5b against oracle of 5.4b and baseline of 33.9b

bsearch163.0ms

Steps
ItersRangePoint
6
1.6664801848567985e-94
1.3864776888564433e-93
1.3635892865650846e-93
7
-8.18523145413159e+143
-2.8208844788355687e+142
-5.517926393801403e+142

simplify4.0ms

Iterations
IterNodes
done28
128
024

end0.0ms

sample4.5s

Algorithm
intervals
Results
1.0s978×body1280valid
963.0ms1056×body2560valid
856.0ms5744×body80valid
533.0ms257×body320valid
405.0ms2913×body80nan
256.0ms454×body640valid
150.0ms138×body5120valid
28.0ms119×body160valid