Details

Time bar (total: 22.6s)

sample246.0ms

Algorithm
intervals
Results
27.0ms182×body80valid
25.0ms35×body1280valid
22.0ms26×body2560valid
11.0ms91×body80nan
8.0ms15×body640valid
4.0msbody5120valid
3.0msbody320valid
1.0msbody160valid

simplify87.0ms

Counts
1 → 1
Iterations
IterNodes
544
444
341
232
118
010

prune13.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.5b

localize39.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
0.8b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
1.6b
(- (* b_2 b_2) (* a c))
24.0b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite157.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt
37×*-un-lft-identity
21×times-frac
17×add-cube-cbrt
10×distribute-lft-out-- add-log-exp difference-of-squares
sqrt-prod
associate-/l*
add-cbrt-cube add-exp-log
pow1 distribute-rgt-neg-in
flip3-- insert-posit16 flip--
associate-/r* diff-log
sub-neg sqrt-div associate-/l/
associate--l- neg-sub0 cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 div-sub div-exp neg-log div-inv
Counts
4 → 95
Calls
4 calls:
80.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
42.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
15.0ms
(- (* b_2 b_2) (* a c))
17.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series420.0ms

Counts
4 → 12
Calls
4 calls:
130.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
124.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
44.0ms
(- (* b_2 b_2) (* a c))
122.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify874.0ms

Counts
107 → 107
Iterations
IterNodes
32560
21015
1388
0162

prune1.1s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 5.7b

localize25.0ms

Local error

Found 4 expressions with local error:

1.6b
(- (* b_2 b_2) (* a c))
4.0b
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
9.6b
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
24.0b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite174.0ms

Algorithm
rewrite-expression-head
Rules
162×times-frac
146×add-sqr-sqrt
113×*-un-lft-identity
81×add-cube-cbrt
32×difference-of-squares
27×associate-/l*
19×sqrt-prod
16×distribute-lft-out--
11×add-cbrt-cube add-exp-log
10×associate-/r/
associate-/r*
flip3-- flip--
div-inv add-log-exp
pow1
cbrt-undiv div-exp insert-posit16
associate-/l/
clear-num frac-2neg sqrt-div
rem-sqrt-square sub-neg sqrt-pow1 flip3-+ pow1/2 diff-log flip-+
Counts
4 → 188
Calls
4 calls:
15.0ms
(- (* b_2 b_2) (* a c))
97.0ms
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
48.0ms
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
8.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series617.0ms

Counts
4 → 12
Calls
4 calls:
54.0ms
(- (* b_2 b_2) (* a c))
209.0ms
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
254.0ms
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
100.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify883.0ms

Counts
200 → 200
Iterations
IterNodes
22201
1733
0306

prune2.1s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 5.7b

localize23.0ms

Local error

Found 4 expressions with local error:

1.6b
(- (* b_2 b_2) (* a c))
4.0b
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
9.6b
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
24.0b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite624.0ms

Algorithm
rewrite-expression-head
Rules
162×times-frac
146×add-sqr-sqrt
113×*-un-lft-identity
81×add-cube-cbrt
32×difference-of-squares
27×associate-/l*
19×sqrt-prod
16×distribute-lft-out--
11×add-cbrt-cube add-exp-log
10×associate-/r/
associate-/r*
flip3-- flip--
div-inv add-log-exp
pow1
cbrt-undiv div-exp insert-posit16
associate-/l/
clear-num frac-2neg sqrt-div
rem-sqrt-square sub-neg sqrt-pow1 flip3-+ pow1/2 diff-log flip-+
Counts
4 → 188
Calls
4 calls:
7.0ms
(- (* b_2 b_2) (* a c))
532.0ms
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
66.0ms
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
15.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series584.0ms

Counts
4 → 12
Calls
4 calls:
50.0ms
(- (* b_2 b_2) (* a c))
199.0ms
(/ (/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
259.0ms
(/ (+ 0 (* a c)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
76.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify802.0ms

Counts
200 → 200
Iterations
IterNodes
22201
1733
0306

prune2.1s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 5.7b

localize79.0ms

Local error

Found 4 expressions with local error:

1.6b
(- (* b_2 b_2) (* a c))
5.1b
(* (/ a (cbrt a)) (/ c (cbrt a)))
5.8b
(* (* (/ a (cbrt a)) (/ c (cbrt a))) (/ (/ 1 (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) (cbrt a)))
24.0b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite149.0ms

Algorithm
rewrite-expression-head
Rules
300×times-frac
243×add-sqr-sqrt
176×*-un-lft-identity
170×associate-*r*
140×add-cube-cbrt
131×add-exp-log
96×cbrt-prod
59×add-cbrt-cube
54×div-exp
49×prod-exp
36×difference-of-squares
31×cbrt-undiv cbrt-unprod
23×associate-*l*
21×sqrt-prod
18×distribute-lft-out--
12×pow1 associate-/r/
div-inv unswap-sqr
flip3-- flip--
frac-times associate-*l/ add-log-exp
rec-exp 1-exp
pow-prod-down associate-*r/ insert-posit16
sqrt-div *-commutative
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 diff-log
Counts
4 → 310
Calls
4 calls:
8.0ms
(- (* b_2 b_2) (* a c))
17.0ms
(* (/ a (cbrt a)) (/ c (cbrt a)))
102.0ms
(* (* (/ a (cbrt a)) (/ c (cbrt a))) (/ (/ 1 (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) (cbrt a)))
14.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series594.0ms

Counts
4 → 12
Calls
4 calls:
64.0ms
(- (* b_2 b_2) (* a c))
161.0ms
(* (/ a (cbrt a)) (/ c (cbrt a)))
281.0ms
(* (* (/ a (cbrt a)) (/ c (cbrt a))) (/ (/ 1 (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) (cbrt a)))
87.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.3s

Counts
322 → 322
Iterations
IterNodes
26194
11809
0529

prune3.8s

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 5.7b

regimes488.0ms

Accuracy

90.8% (2.3b remaining)

Error of 8.1b against oracle of 5.8b and baseline of 30.5b

bsearch307.0ms

Steps
ItersRangePoint
6
2.332248586404817e+54
2.734436825826664e+55
2.6656023684116586e+55
10
-2.41525809068359e-149
-7.408643487586304e-161
-7.54129264686236e-161
10
-5.8265675171318085e+48
-9.838122626960614e+38
-4.293594559701796e+48

simplify26.0ms

Iterations
IterNodes
241
141
033

end0.0ms

sample3.8s

Algorithm
intervals
Results
929.0ms1042×body2560valid
766.0ms5889×body80valid
711.0ms2911×body80nan
646.0ms935×body1280valid
262.0ms475×body640valid
88.0ms110×body5120valid
69.0ms207×body320valid
22.0ms107×body160valid