Details

Time bar (total: 28.4s)

sample271.0ms

Algorithm
intervals
Results
54.0ms29×body1280valid
23.0ms36×body2560valid
23.0ms184×body80valid
9.0ms77×body80nan
4.0ms10×body640valid
3.0ms10×body320valid
2.0msbody5120valid
1.0msbody160valid

simplify37.0ms

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

prune12.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 30.7b

localize29.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
1.1b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
1.2b
(- (* b_2 b_2) (* a c))
23.1b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite134.0ms

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:
70.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
40.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
8.0ms
(- (* b_2 b_2) (* a c))
11.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series322.0ms

Counts
4 → 12
Calls
4 calls:
99.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
78.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
42.0ms
(- (* b_2 b_2) (* a c))
102.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.1s

Counts
134 → 134
Iterations
IterNodes
33562
21173
1461
0199

prune1.3s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 4.5b

localize20.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
1.1b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
1.2b
(- (* b_2 b_2) (* a c))
23.1b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite166.0ms

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:
95.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
47.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
11.0ms
(- (* b_2 b_2) (* a c))
11.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series390.0ms

Counts
4 → 12
Calls
4 calls:
146.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
109.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
51.0ms
(- (* b_2 b_2) (* a c))
84.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.7s

Counts
134 → 134
Iterations
IterNodes
33562
21173
1461
0199

prune1.3s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 4.5b

localize30.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
1.1b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
1.2b
(- (* b_2 b_2) (* a c))
23.1b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite200.0ms

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:
130.0ms
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
46.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
8.0ms
(- (* b_2 b_2) (* a c))
13.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series333.0ms

Counts
4 → 12
Calls
4 calls:
118.0ms
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
100.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
39.0ms
(- (* b_2 b_2) (* a c))
75.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify3.7s

Counts
135 → 135
Iterations
IterNodes
34151
21399
1527
0219

prune1.3s

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 4.5b

localize38.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
1.1b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
1.2b
(- (* b_2 b_2) (* a c))
23.1b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite165.0ms

Algorithm
rewrite-expression-head
Rules
144×times-frac
137×add-sqr-sqrt
110×*-un-lft-identity
84×add-cube-cbrt
28×sqrt-prod
26×difference-of-squares
24×associate-/r*
19×prod-diff
15×add-exp-log
13×distribute-lft-out--
add-cbrt-cube associate-/r/
add-log-exp
flip3-- fma-neg div-exp flip--
pow1
div-inv
expm1-log1p-u insert-posit16 log1p-expm1-u
cbrt-undiv associate-/l*
rec-exp sub-neg sqrt-div diff-log 1-exp
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 pow-flip inv-pow
Counts
4 → 200
Calls
4 calls:
55.0ms
(/ 1 (/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
73.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
15.0ms
(- (* b_2 b_2) (* a c))
18.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series402.0ms

Counts
4 → 12
Calls
4 calls:
172.0ms
(/ 1 (/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
81.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
54.0ms
(- (* b_2 b_2) (* a c))
94.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify6.9s

Counts
212 → 212
Iterations
IterNodes
35728
21838
1711
0303

prune2.3s

Pruning

11 alts after pruning (8 fresh and 3 done)

Merged error: 4.4b

regimes306.0ms

Accuracy

84.2% (4.4b remaining)

Error of 10.0b against oracle of 5.6b and baseline of 33.3b

bsearch140.0ms

Steps
ItersRangePoint
10
8.951341119180922e-71
6.02619389320856e-56
2.3930366094323856e-68
8
-5.520406447692031e+155
-8.116303404487084e+152
-4.82289647433212e+153

simplify4.0ms

Iterations
IterNodes
226
126
023

end0.0ms

sample3.7s

Algorithm
intervals
Results
1.2s5821×body80valid
861.0ms1114×body2560valid
634.0ms912×body1280valid
328.0ms2904×body80nan
175.0ms416×body640valid
80.0ms110×body5120valid
70.0ms229×body320valid
21.0ms105×body160valid