Details

Time bar (total: 16.0s)

sample99.0ms

Algorithm
intervals
Results
33.0ms172×body80valid
16.0ms31×body2560valid
15.0ms35×body1280valid
7.0ms20×body640valid
7.0ms82×body80nan
3.0msbody5120valid
2.0msbody320valid
1.0msbody160valid

simplify95.0ms

Counts
1 → 1
Iterations
IterNodes
done116
5116
4107
382
245
124
014

prune16.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.0b

localize43.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (/ (- (sqrt (- (* b b) (* (* c a) 4))) b) 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)))

rewrite186.0ms

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:
100.0ms
(/ (/ (- (sqrt (- (* b b) (* (* c a) 4))) b) 2) a)
15.0ms
(- (* b b) (* (* c a) 4))
51.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
14.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series486.0ms

Counts
4 → 12
Calls
4 calls:
159.0ms
(/ (/ (- (sqrt (- (* b b) (* (* c a) 4))) b) 2) a)
83.0ms
(- (* b b) (* (* c a) 4))
121.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
122.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify2.4s

Counts
165 → 165
Iterations
IterNodes
done5002
22935
1691
0279

prune799.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 5.9b

localize21.0ms

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)))

rewrite225.0ms

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:
160.0ms
(* (- (sqrt (- (* b b) (* (* c a) 4))) b) (/ 1/2 a))
7.0ms
(- (* b b) (* (* c a) 4))
48.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
8.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series368.0ms

Counts
4 → 12
Calls
4 calls:
128.0ms
(* (- (sqrt (- (* b b) (* (* c a) 4))) b) (/ 1/2 a))
48.0ms
(- (* b b) (* (* c a) 4))
90.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
101.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify1.6s

Counts
97 → 97
Iterations
IterNodes
done5001
22366
1460
0177

prune542.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 5.9b

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

prune18.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 5.9b

localize66.0ms

Local error

Found 4 expressions with local error:

16.1b
(- (* (- (* b b) (* (* c a) 4)) (sqrt (- (* b b) (* (* c a) 4)))) (* (* b b) b))
17.2b
(/ (- (* (- (* b b) (* (* c a) 4)) (sqrt (- (* b b) (* (* c a) 4)))) (* (* b b) b)) (+ (+ (- (* b b) (* (* c a) 4)) (* b (sqrt (- (* b b) (* (* c a) 4))))) (* b b)))
22.2b
(sqrt (- (* b b) (* (* c a) 4)))
22.2b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite315.0ms

Algorithm
rewrite-expression-head
Rules
22×add-sqr-sqrt
15×*-un-lft-identity add-cube-cbrt
12×times-frac
10×pow3
pow1 add-cbrt-cube add-exp-log sqrt-prod add-log-exp
difference-cubes
flip3-- sqrt-div insert-posit16 flip-- associate-/l*
associate-/r*
rem-sqrt-square sqrt-pow1 pow1/2 associate-/r/ associate-/l/
cbrt-undiv clear-num sub-neg frac-2neg flip3-+ diff-log div-sub div-exp flip-+ div-inv
Counts
4 → 83
Calls
4 calls:
52.0ms
(- (* (- (* b b) (* (* c a) 4)) (sqrt (- (* b b) (* (* c a) 4)))) (* (* b b) b))
233.0ms
(/ (- (* (- (* b b) (* (* c a) 4)) (sqrt (- (* b b) (* (* c a) 4)))) (* (* b b) b)) (+ (+ (- (* b b) (* (* c a) 4)) (* b (sqrt (- (* b b) (* (* c a) 4))))) (* b b)))
14.0ms
(sqrt (- (* b b) (* (* c a) 4)))
14.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series792.0ms

Counts
4 → 12
Calls
4 calls:
156.0ms
(- (* (- (* b b) (* (* c a) 4)) (sqrt (- (* b b) (* (* c a) 4)))) (* (* b b) b))
441.0ms
(/ (- (* (- (* b b) (* (* c a) 4)) (sqrt (- (* b b) (* (* c a) 4)))) (* (* b b) b)) (+ (+ (- (* b b) (* (* c a) 4)) (* b (sqrt (- (* b b) (* (* c a) 4))))) (* b b)))
98.0ms
(sqrt (- (* b b) (* (* c a) 4)))
96.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify2.4s

Counts
95 → 95
Iterations
IterNodes
done5001
23060
1510
0171

prune667.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 5.8b

regimes324.0ms

Accuracy

85.6% (4.1b remaining)

Error of 9.6b against oracle of 5.5b and baseline of 33.9b

bsearch170.0ms

Steps
ItersRangePoint
6
1.6664801848567985e-94
1.3864776888564433e-93
1.3635892865650846e-93
7
-8.18523145413159e+143
-2.8208844788355687e+142
-3.0775171197265305e+143

simplify4.0ms

Iterations
IterNodes
done32
132
026

end0.0ms

sample4.3s

Algorithm
intervals
Results
1.2s978×body1280valid
969.0ms1056×body2560valid
787.0ms5744×body80valid
427.0ms2913×body80nan
258.0ms454×body640valid
211.0ms138×body5120valid
90.0ms257×body320valid
29.0ms119×body160valid