Details

Time bar (total: 23.2s)

sample241.0ms

Algorithm
intervals
Results
21.0ms39×body2560valid
21.0ms187×body80valid
11.0ms28×body1280valid
8.0ms89×body80nan
3.0ms10×body640valid
2.0msbody320valid
2.0msbody5120valid
0.0msbody160valid

simplify64.0ms

Counts
1 → 1
Iterations
IterNodes
634
534
432
330
223
115
010

prune13.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 32.5b

localize19.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
1.0b
(- (* b_2 b_2) (* a c))
1.3b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
21.4b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite151.0ms

Algorithm
rewrite-expression-head
Rules
51×add-sqr-sqrt
40×*-un-lft-identity
30×add-cube-cbrt
20×sqrt-prod
19×prod-diff
18×times-frac
10×difference-of-squares
add-log-exp
fma-neg
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
expm1-log1p-u flip3-- insert-posit16 log1p-expm1-u 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 → 122
Calls
4 calls:
79.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
8.0ms
(- (* b_2 b_2) (* a c))
49.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
12.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series295.0ms

Counts
4 → 12
Calls
4 calls:
97.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
38.0ms
(- (* b_2 b_2) (* a c))
78.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
81.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.1s

Counts
134 → 134
Iterations
IterNodes
33530
21175
1462
0199

prune1.6s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 4.8b

localize43.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
1.0b
(- (* b_2 b_2) (* a c))
1.3b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
21.4b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite209.0ms

Algorithm
rewrite-expression-head
Rules
43×add-sqr-sqrt
32×*-un-lft-identity
27×add-cube-cbrt
19×prod-diff
17×sqrt-prod
13×associate-*r* add-exp-log
11×times-frac
add-cbrt-cube
add-log-exp
pow1 fma-neg
associate-*l*
flip3-- flip--
expm1-log1p-u prod-exp insert-posit16 log1p-expm1-u 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 → 123
Calls
4 calls:
126.0ms
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
8.0ms
(- (* b_2 b_2) (* a c))
53.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
19.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series378.0ms

Counts
4 → 12
Calls
4 calls:
152.0ms
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
36.0ms
(- (* b_2 b_2) (* a c))
117.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
73.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify3.5s

Counts
135 → 135
Iterations
IterNodes
34054
21372
1527
0219

prune1.4s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 4.8b

localize42.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (/ 1 a) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
1.0b
(- (* b_2 b_2) (* a c))
1.3b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
21.4b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite267.0ms

Algorithm
rewrite-expression-head
Rules
67×add-sqr-sqrt
56×*-un-lft-identity
55×prod-diff
51×add-cube-cbrt
35×sqrt-prod
20×distribute-rgt-in distribute-lft-in
13×associate-*l* add-exp-log
11×times-frac
add-cbrt-cube
add-log-exp
pow1 fma-neg
associate-*r*
flip3-- flip--
expm1-log1p-u sub-neg prod-exp insert-posit16 log1p-expm1-u difference-of-squares
unswap-sqr
frac-times sqrt-div diff-log div-exp associate-*r/ cbrt-unprod distribute-lft-out--
cbrt-undiv rem-sqrt-square rec-exp sqrt-pow1 pow1/2 1-exp pow-prod-down associate-*l/ *-commutative div-inv
Counts
4 → 162
Calls
4 calls:
170.0ms
(* (/ 1 a) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
8.0ms
(- (* b_2 b_2) (* a c))
62.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
21.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series428.0ms

Counts
4 → 12
Calls
4 calls:
157.0ms
(* (/ 1 a) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
47.0ms
(- (* b_2 b_2) (* a c))
116.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
108.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.7s

Counts
174 → 174
Iterations
IterNodes
33932
21465
1627
0243

prune1.9s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 4.8b

localize40.0ms

Local error

Found 4 expressions with local error:

1.3b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
1.3b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
21.4b
(sqrt (- (* b_2 b_2) (* a c)))
21.4b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite181.0ms

Algorithm
rewrite-expression-head
Rules
44×add-sqr-sqrt
38×*-un-lft-identity
36×prod-diff
34×add-cube-cbrt
32×sqrt-prod
12×fma-neg
add-log-exp
pow1
expm1-log1p-u flip3-- add-cbrt-cube sqrt-div add-exp-log insert-posit16 log1p-expm1-u flip-- difference-of-squares
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 diff-log distribute-lft-out--
Counts
4 → 120
Calls
4 calls:
79.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
59.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
19.0ms
(sqrt (- (* b_2 b_2) (* a c)))
20.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series403.0ms

Counts
4 → 12
Calls
4 calls:
117.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
106.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
95.0ms
(sqrt (- (* b_2 b_2) (* a c)))
85.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.1s

Counts
132 → 132
Iterations
IterNodes
32134
2669
1257
0112

prune1.7s

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 4.8b

regimes363.0ms

Accuracy

85.2% (4.2b remaining)

Error of 9.6b against oracle of 5.4b and baseline of 33.6b

bsearch172.0ms

Steps
ItersRangePoint
8
6.256891986679925e-86
3.543466061308676e-83
5.69412176017963e-84
10
-1.0499721897563905e+163
-8.354690034354516e+151
-4.1672202318347805e+152

simplify9.0ms

Iterations
IterNodes
226
126
023

end0.0ms

sample4.1s

Algorithm
intervals
Results
929.0ms934×body1280valid
908.0ms1107×body2560valid
817.0ms5846×body80valid
727.0ms2915×body80nan
189.0ms454×body640valid
128.0ms113×body5120valid
67.0ms210×body320valid
27.0ms112×body160valid