Details

Time bar (total: 17.8s)

sample104.0ms

Algorithm
intervals
Results
30.0ms28×body1280valid
19.0ms198×body80valid
18.0ms31×body2560valid
8.0ms87×body80nan
7.0ms18×body640valid
2.0msbody5120valid
1.0msbody320valid
1.0msbody160valid

simplify32.0ms

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

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.5b

localize18.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
0.4b
(- (* b_2 b_2) (* a c))
1.1b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
24.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite129.0ms

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-- insert-posit16 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 → 175
Calls
4 calls:
48.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
15.0ms
(- (* b_2 b_2) (* a c))
47.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
17.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series332.0ms

Counts
4 → 12
Calls
4 calls:
117.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
56.0ms
(- (* b_2 b_2) (* a c))
89.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
69.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.9s

Counts
187 → 187
Iterations
IterNodes
done5000
21582
1578
0248

prune672.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 6.6b

localize24.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ 1 (/ a (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))
0.4b
(- (* b_2 b_2) (* a c))
1.1b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
24.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite84.0ms

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 insert-posit16 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 → 261
Calls
4 calls:
34.0ms
(/ 1 (/ a (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))
8.0ms
(- (* b_2 b_2) (* a c))
22.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
10.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series375.0ms

Counts
4 → 12
Calls
4 calls:
130.0ms
(/ 1 (/ a (- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))))
41.0ms
(- (* b_2 b_2) (* a c))
111.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
92.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.2s

Counts
273 → 273
Iterations
IterNodes
done5002
22419
1837
0355

prune890.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 6.6b

localize43.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) (/ 1 a))
0.4b
(- (* b_2 b_2) (* a c))
1.1b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
24.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite181.0ms

Algorithm
rewrite-expression-head
Rules
70×add-sqr-sqrt
63×*-un-lft-identity
61×prod-diff
54×add-cube-cbrt
35×sqrt-prod
23×distribute-rgt-neg-in
21×distribute-lft-neg-in
13×associate-*r* add-exp-log
11×times-frac fma-neg
10×add-log-exp
add-cbrt-cube
pow1 neg-mul-1 associate-*l*
flip3-- flip--
expm1-log1p-u prod-exp insert-posit16 log1p-expm1-u distribute-lft-out-- difference-of-squares
diff-log unswap-sqr
frac-times sub-neg sqrt-div div-exp associate-*l/ cbrt-unprod
associate--l- neg-sub0 cbrt-undiv rem-sqrt-square rec-exp sqrt-pow1 pow1/2 1-exp pow-prod-down neg-log associate-*r/ un-div-inv *-commutative div-inv
Counts
4 → 173
Calls
4 calls:
111.0ms
(* (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) (/ 1 a))
14.0ms
(- (* b_2 b_2) (* a c))
34.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
17.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series363.0ms

Counts
4 → 12
Calls
4 calls:
125.0ms
(* (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) (/ 1 a))
44.0ms
(- (* b_2 b_2) (* a c))
86.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
108.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.7s

Counts
185 → 185
Iterations
IterNodes
done5001
21746
1640
0267

prune1.0s

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 6.6b

localize44.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* c a)))) a)
0.4b
(- (* b_2 b_2) (* c a))
1.1b
(- (- b_2) (sqrt (- (* b_2 b_2) (* c a))))
24.5b
(sqrt (- (* b_2 b_2) (* c a)))

rewrite171.0ms

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-- insert-posit16 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 → 175
Calls
4 calls:
97.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* c a)))) a)
15.0ms
(- (* b_2 b_2) (* c a))
35.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* c a))))
19.0ms
(sqrt (- (* b_2 b_2) (* c a)))

series339.0ms

Counts
4 → 12
Calls
4 calls:
104.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* c a)))) a)
47.0ms
(- (* b_2 b_2) (* c a))
101.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* c a))))
87.0ms
(sqrt (- (* b_2 b_2) (* c a)))

simplify1.8s

Counts
187 → 187
Iterations
IterNodes
done5000
21590
1578
0247

prune669.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 6.6b

regimes465.0ms

Accuracy

82.8% (4.8b remaining)

Error of 10.6b against oracle of 5.8b and baseline of 33.6b

bsearch352.0ms

Steps
ItersRangePoint
9
6.2301214455520334e+75
1.9082112581546424e+85
1.6691257204922504e+85
4
-2.3602019652593256e-123
-1.5355849018748885e-123
-2.3344326820285623e-123
9
-2.9300981025422624e-27
-1.2024011261401705e-33
-1.823572975982288e-27
8
-1.0943378505721803e-12
-1.4409381956716427e-15
-7.363255598823911e-15

simplify9.0ms

Iterations
IterNodes
done44
344
242
140
037

end0.0ms

sample3.9s

Algorithm
intervals
Results
979.0ms889×body1280valid
942.0ms1060×body2560valid
738.0ms5839×body80valid
406.0ms2843×body80nan
210.0ms456×body640valid
125.0ms114×body5120valid
103.0ms228×body320valid
26.0ms121×body160valid