Details

Time bar (total: 17.1s)

sample137.0ms

Algorithm
intervals
Results
9.0ms35×body2560valid
8.0ms185×body80valid
6.0ms103×body80nan
5.0ms23×body1280valid
3.0ms19×body640valid
1.0msbody160valid
0.0msbody320valid

simplify29.0ms

Counts
1 → 1
Iterations
IterNodes
done49
449
346
233
119
010

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 33.3b

localize17.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
0.6b
(- (* b_2 b_2) (* a c))
1.8b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
22.7b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite146.0ms

Algorithm
rewrite-expression-head
Rules
79×add-sqr-sqrt
78×*-un-lft-identity
61×prod-diff
58×add-cube-cbrt
38×sqrt-prod
26×distribute-rgt-neg-in
21×distribute-lft-neg-in times-frac
11×fma-neg
10×distribute-lft-out-- add-log-exp difference-of-squares
neg-mul-1 associate-/l*
add-cbrt-cube add-exp-log
pow1
expm1-log1p-u flip3-- log1p-expm1-u 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 → 171
Calls
4 calls:
74.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
7.0ms
(- (* b_2 b_2) (* a c))
38.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
13.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series424.0ms

Counts
4 → 12
Calls
4 calls:
144.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
53.0ms
(- (* b_2 b_2) (* a c))
106.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
121.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.8s

Counts
183 → 183
Iterations
IterNodes
done5000
22152
1583
0244

prune724.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 5.5b

localize29.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ 1 (/ a (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))
0.6b
(- (* b_2 b_2) (* a c))
1.8b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
22.7b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite167.0ms

Algorithm
rewrite-expression-head
Rules
171×add-sqr-sqrt
170×*-un-lft-identity
165×times-frac
118×add-cube-cbrt
61×prod-diff
46×sqrt-prod
34×distribute-rgt-neg-in
27×associate-/r*
26×distribute-lft-out-- difference-of-squares
21×distribute-lft-neg-in
15×add-exp-log
11×fma-neg
10×add-log-exp
add-cbrt-cube associate-/r/
neg-mul-1 flip3-- div-exp flip--
pow1
div-inv
expm1-log1p-u log1p-expm1-u
cbrt-undiv diff-log associate-/l*
rec-exp sub-neg sqrt-div 1-exp
associate--l- neg-sub0 rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 neg-log pow-flip inv-pow
Counts
4 → 257
Calls
4 calls:
68.0ms
(/ 1 (/ a (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))
13.0ms
(- (* b_2 b_2) (* a c))
50.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
20.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series426.0ms

Counts
4 → 12
Calls
4 calls:
143.0ms
(/ 1 (/ a (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))
58.0ms
(- (* b_2 b_2) (* a c))
119.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
106.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.6s

Counts
269 → 269
Iterations
IterNodes
done5000
24146
1850
0351

prune985.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 5.4b

localize34.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (sqrt (- (* b_2 b_2) (* a c))) a)
0.6b
(- (* b_2 b_2) (* a c))
5.6b
(- (- (/ b_2 a)) (/ (sqrt (- (* b_2 b_2) (* a c))) a))
22.7b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite273.0ms

Algorithm
rewrite-expression-head
Rules
980×times-frac
767×*-un-lft-identity
766×add-sqr-sqrt
757×add-cube-cbrt
661×prod-diff
303×distribute-rgt-neg-in
300×distribute-lft-neg-in
286×sqrt-prod
79×div-inv
31×fma-neg
23×neg-mul-1
10×add-log-exp
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
expm1-log1p-u flip3-- sqrt-div log1p-expm1-u flip--
associate-/r* diff-log difference-of-squares
sub-neg distribute-neg-frac associate-/l/
associate--l- neg-sub0 cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 distribute-rgt-out-- pow1/2 div-exp neg-log frac-sub sub-div
Counts
4 → 793
Calls
4 calls:
16.0ms
(/ (sqrt (- (* b_2 b_2) (* a c))) a)
7.0ms
(- (* b_2 b_2) (* a c))
135.0ms
(- (- (/ b_2 a)) (/ (sqrt (- (* b_2 b_2) (* a c))) a))
9.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series408.0ms

Counts
4 → 12
Calls
4 calls:
133.0ms
(/ (sqrt (- (* b_2 b_2) (* a c))) a)
63.0ms
(- (* b_2 b_2) (* a c))
117.0ms
(- (- (/ b_2 a)) (/ (sqrt (- (* b_2 b_2) (* a c))) a))
94.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.0s

Counts
805 → 805
Iterations
IterNodes
done5000
11902
0850

prune2.8s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 5.4b

localize15.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (- b_2) (sqrt (fma b_2 b_2 (- (* a c))))) a)
0.8b
(fma b_2 b_2 (- (* a c)))
1.8b
(- (- b_2) (sqrt (fma b_2 b_2 (- (* a c)))))
22.7b
(sqrt (fma b_2 b_2 (- (* a c))))

rewrite111.0ms

Algorithm
rewrite-expression-head
Rules
79×add-sqr-sqrt
78×*-un-lft-identity
60×prod-diff
58×add-cube-cbrt
38×sqrt-prod
26×distribute-rgt-neg-in
21×distribute-lft-neg-in times-frac
10×fma-neg distribute-lft-out-- difference-of-squares
add-log-exp
neg-mul-1 associate-/l*
add-cbrt-cube add-exp-log
pow1
expm1-log1p-u log1p-expm1-u
associate-/r*
flip3-- diff-log flip-- associate-/l/
associate--l- neg-sub0 cbrt-undiv rem-sqrt-square clear-num sub-neg frac-2neg sqrt-pow1 pow1/2 div-sub div-exp neg-log fma-udef div-inv
Counts
4 → 163
Calls
4 calls:
78.0ms
(/ (- (- b_2) (sqrt (fma b_2 b_2 (- (* a c))))) a)
0.0ms
(fma b_2 b_2 (- (* a c)))
19.0ms
(- (- b_2) (sqrt (fma b_2 b_2 (- (* a c)))))
1.0ms
(sqrt (fma b_2 b_2 (- (* a c))))

series525.0ms

Counts
4 → 12
Calls
4 calls:
158.0ms
(/ (- (- b_2) (sqrt (fma b_2 b_2 (- (* a c))))) a)
72.0ms
(fma b_2 b_2 (- (* a c)))
149.0ms
(- (- b_2) (sqrt (fma b_2 b_2 (- (* a c)))))
146.0ms
(sqrt (fma b_2 b_2 (- (* a c))))

simplify1.3s

Counts
175 → 175
Iterations
IterNodes
done5000
21761
1502
0222

prune745.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 5.4b

regimes484.0ms

Accuracy

88% (3.5b remaining)

Error of 8.9b against oracle of 5.4b and baseline of 34.4b

bsearch234.0ms

Steps
ItersRangePoint
8
1.9371672431899034e+133
9.06569062969358e+135
3.569161879972515e+135
7
-1.9525004674970017e-146
-8.640740768077714e-148
-1.571246895950166e-147
10
-6.172175216823688e+56
-1.1198862992811701e+41
-1.532647813487865e+52

simplify10.0ms

Iterations
IterNodes
done54
354
252
145
037

end0.0ms

sample2.6s

Algorithm
intervals
Results
864.0ms1115×body2560valid
455.0ms5778×body80valid
281.0ms2929×body80nan
251.0ms885×body1280valid
194.0ms463×body640valid
63.0ms111×body5120valid
38.0ms254×body320valid
13.0ms124×body160valid