Details

Time bar (total: 24.2s)

sample220.0ms

Algorithm
intervals
Results
20.0ms38×body2560valid
17.0ms178×body80valid
12.0ms29×body1280valid
6.0ms79×body80nan
4.0ms11×body640valid
2.0msbody5120valid
1.0msbody320valid
0.0msbody160valid

simplify42.0ms

Counts
1 → 1
Iterations

Useful iterations: 2 (18.0ms)

IterNodesCost
01013
11513
22312
33012
43212
53412
done3412

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 31.4b

localize13.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
0.5b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
0.6b
(- (* b_2 b_2) (* a c))
20.1b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite270.0ms

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-exp-log add-cbrt-cube associate-/l*
pow1 distribute-lft-out--
expm1-log1p-u flip3-- flip-- log1p-expm1-u
associate-/r*
sub-neg sqrt-div diff-log associate-/l/
cbrt-undiv rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 div-sub div-exp clear-num div-inv
Counts
4 → 118
Calls
4 calls:
155.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
84.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
10.0ms
(- (* b_2 b_2) (* a c))
15.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series361.0ms

Counts
4 → 12
Calls
4 calls:
108.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
94.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
51.0ms
(- (* b_2 b_2) (* a c))
108.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify3.3s

Counts
130 → 130
Iterations

Useful iterations: done (3.3s)

IterNodesCost
01952408
14532113
211091874
334041795
done50001785

prune586.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 5.2b

localize24.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
0.5b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
0.6b
(- (* b_2 b_2) (* a c))
20.1b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite356.0ms

Algorithm
rewrite-expression-head
Rules
43×add-sqr-sqrt
32×*-un-lft-identity
27×add-cube-cbrt
19×prod-diff
17×sqrt-prod
13×add-exp-log associate-*r*
11×times-frac
add-cbrt-cube
add-log-exp
pow1 fma-neg
associate-*l*
flip3-- flip--
expm1-log1p-u prod-exp 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 associate-*r/ pow-prod-down un-div-inv *-commutative div-inv
Counts
4 → 119
Calls
4 calls:
230.0ms
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
82.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
11.0ms
(- (* b_2 b_2) (* a c))
23.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series419.0ms

Counts
4 → 12
Calls
4 calls:
148.0ms
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
97.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
68.0ms
(- (* b_2 b_2) (* a c))
107.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify4.0s

Counts
131 → 131
Iterations

Useful iterations: done (4.0s)

IterNodesCost
02152391
15071990
213351701
345881622
done50001621

prune345.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 5.1b

localize5.0ms

Local error

Found 1 expressions with local error:

0.0b
(* -1/2 (/ c b_2))

rewrite16.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
13×associate-*r*
10×times-frac
add-cube-cbrt *-un-lft-identity
add-exp-log add-cbrt-cube
pow1 associate-*l*
prod-exp cbrt-unprod unswap-sqr
cbrt-undiv expm1-log1p-u associate-*r/ div-exp pow-prod-down *-commutative log1p-expm1-u div-inv add-log-exp
Counts
1 → 34
Calls
1 calls:
15.0ms
(* -1/2 (/ c b_2))

series19.0ms

Counts
1 → 3
Calls
1 calls:
19.0ms
(* -1/2 (/ c b_2))

simplify6.0s

Counts
37 → 37
Iterations

Useful iterations: 2 (79.0ms)

IterNodesCost
070289
1163266
2437242
31135242
42710242
done5000242

prune139.0ms

Pruning

9 alts after pruning (6 fresh and 3 done)

Merged error: 5.1b

localize6.0ms

Local error

Found 1 expressions with local error:

0.1b
(* (* -1/2 c) (/ 1 b_2))

rewrite26.0ms

Algorithm
rewrite-expression-head
Rules
23×add-exp-log
13×associate-*r* add-cbrt-cube
12×prod-exp
times-frac
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
pow1 cbrt-unprod
div-exp
pow-prod-down
cbrt-undiv rec-exp 1-exp
expm1-log1p-u associate-*r/ associate-*l* un-div-inv *-commutative log1p-expm1-u div-inv add-log-exp
Counts
1 → 40
Calls
1 calls:
24.0ms
(* (* -1/2 c) (/ 1 b_2))

series36.0ms

Counts
1 → 3
Calls
1 calls:
36.0ms
(* (* -1/2 c) (/ 1 b_2))

simplify4.4s

Counts
43 → 43
Iterations

Useful iterations: 2 (215.0ms)

IterNodesCost
086427
1222310
2719250
32489250
done5001250

prune76.0ms

Pruning

10 alts after pruning (6 fresh and 4 done)

Merged error: 5.1b

regimes323.0ms

Accuracy

83.6% (4.7b remaining)

Error of 10.3b against oracle of 5.6b and baseline of 34.3b

bsearch114.0ms

Steps
ItersRangePoint
8
1.2806837237363044e-130
1.5764294416549136e-127
2.4821897765563124e-128
8
-6.990724105819741e+111
-2.6156774686163576e+108
-1.569310777886352e+111

simplify7.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02335
12635
done2635

end0.0ms

sample3.1s

Algorithm
intervals
Results
982.0ms5805×body80valid
621.0ms1087×body2560valid
324.0ms936×body1280valid
299.0ms2994×body80nan
113.0ms443×body640valid
59.0ms117×body5120valid
44.0ms113×body160valid
39.0ms211×body320valid