Details

Time bar (total: 18.7s)

sample84.0ms

Algorithm
intervals
Results
18.0ms38×body2560valid
15.0ms177×body80valid
12.0ms29×body1280valid
9.0ms15×body640valid
9.0ms108×body80nan
2.0ms10×body320valid
2.0msbody5120valid
1.0msbody160valid

simplify113.0ms

Counts
1 → 1

prune21.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 34.8b

localize22.0ms

Local error

Found 4 expressions with local error:

22.8b
(sqrt (fma c (* -3 a) (* b b)))
1.8b
(- (sqrt (fma c (* -3 a) (* b b))) b)
0.2b
(/ (- (sqrt (fma c (* -3 a) (* b b))) b) (* 3 a))
0.1b
(fma c (* -3 a) (* b b))

rewrite31.0ms

Algorithm
rewrite-expression-head
Rules
34×add-sqr-sqrt
27×*-un-lft-identity
21×add-cube-cbrt
18×prod-diff sqrt-prod
add-cbrt-cube add-exp-log
times-frac fma-neg associate-/l* add-log-exp difference-of-squares
pow1
expm1-log1p-u insert-posit16 log1p-expm1-u
distribute-lft-out--
cbrt-undiv flip3-- div-exp flip-- associate-/l/
rem-sqrt-square clear-num associate-/r* sub-neg frac-2neg sqrt-pow1 pow1/2 diff-log div-sub prod-exp cbrt-unprod fma-udef div-inv
Counts
4 → 102
Calls
4 calls:
Slowest
18.0ms
(/ (- (sqrt (fma c (* -3 a) (* b b))) b) (* 3 a))
9.0ms
(- (sqrt (fma c (* -3 a) (* b b))) b)
2.0ms
(sqrt (fma c (* -3 a) (* b b)))
0.0ms
(fma c (* -3 a) (* b b))

series349.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
101.0ms
(sqrt (fma c (* -3 a) (* b b)))
92.0ms
(- (sqrt (fma c (* -3 a) (* b b))) b)
91.0ms
(/ (- (sqrt (fma c (* -3 a) (* b b))) b) (* 3 a))
64.0ms
(fma c (* -3 a) (* b b))

simplify1.2s

Counts
114 → 114

prune1.3s

Pruning

18 alts after pruning (18 fresh and 0 done)

Merged error: 30.5b

localize30.0ms

Local error

Found 4 expressions with local error:

22.8b
(sqrt (fma c (* -3 a) (* b b)))
1.8b
(- (sqrt (fma c (* -3 a) (* b b))) b)
0.3b
(/ 1/3 a)
0.2b
(* (- (sqrt (fma c (* -3 a) (* b b))) b) (/ 1/3 a))

rewrite39.0ms

Algorithm
rewrite-expression-head
Rules
49×add-sqr-sqrt
39×*-un-lft-identity
35×add-cube-cbrt
19×times-frac
18×prod-diff
17×sqrt-prod
13×associate-*r*
11×add-cbrt-cube add-exp-log
pow1
fma-neg associate-*l* add-log-exp
expm1-log1p-u insert-posit16 log1p-expm1-u difference-of-squares
associate-/r* flip3-- flip-- associate-/l*
frac-times cbrt-undiv div-exp associate-*l/ prod-exp cbrt-unprod div-inv distribute-lft-out-- unswap-sqr
rem-sqrt-square clear-num sub-neg frac-2neg sqrt-pow1 pow1/2 diff-log pow-prod-down associate-*r/ *-commutative
Counts
4 → 130
Calls
4 calls:
Slowest
24.0ms
(* (- (sqrt (fma c (* -3 a) (* b b))) b) (/ 1/3 a))
8.0ms
(- (sqrt (fma c (* -3 a) (* b b))) b)
3.0ms
(/ 1/3 a)
2.0ms
(sqrt (fma c (* -3 a) (* b b)))

series307.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
105.0ms
(- (sqrt (fma c (* -3 a) (* b b))) b)
90.0ms
(* (- (sqrt (fma c (* -3 a) (* b b))) b) (/ 1/3 a))
90.0ms
(sqrt (fma c (* -3 a) (* b b)))
21.0ms
(/ 1/3 a)

simplify1.1s

Counts
142 → 142

prune1.7s

Pruning

20 alts after pruning (20 fresh and 0 done)

Merged error: 30.5b

localize41.0ms

Local error

Found 4 expressions with local error:

22.8b
(sqrt (fma c (* -3 a) (* b b)))
1.8b
(- (sqrt (fma c (* -3 a) (* b b))) b)
0.4b
(* 1/3 (/ 1 a))
0.2b
(* (- (sqrt (fma c (* -3 a) (* b b))) b) (* 1/3 (/ 1 a)))

rewrite76.0ms

Algorithm
rewrite-expression-head
Rules
44×add-sqr-sqrt
33×*-un-lft-identity
28×add-exp-log add-cube-cbrt
18×add-cbrt-cube prod-diff
17×sqrt-prod
14×associate-*r*
13×prod-exp
12×pow1
11×times-frac
associate-*l*
cbrt-unprod
fma-neg associate-*r/ add-log-exp
expm1-log1p-u frac-times flip3-- div-exp pow-prod-down un-div-inv insert-posit16 log1p-expm1-u flip-- difference-of-squares
unswap-sqr
cbrt-undiv rec-exp 1-exp associate-*l/ *-commutative distribute-lft-out--
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 diff-log div-inv
Counts
4 → 133
Calls
4 calls:
Slowest
43.0ms
(* (- (sqrt (fma c (* -3 a) (* b b))) b) (* 1/3 (/ 1 a)))
17.0ms
(* 1/3 (/ 1 a))
12.0ms
(- (sqrt (fma c (* -3 a) (* b b))) b)
1.0ms
(sqrt (fma c (* -3 a) (* b b)))

series381.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
127.0ms
(- (sqrt (fma c (* -3 a) (* b b))) b)
114.0ms
(* (- (sqrt (fma c (* -3 a) (* b b))) b) (* 1/3 (/ 1 a)))
112.0ms
(sqrt (fma c (* -3 a) (* b b)))
28.0ms
(* 1/3 (/ 1 a))

simplify1.6s

Counts
145 → 145

prune1.7s

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 21.6b

localize46.0ms

Local error

Found 4 expressions with local error:

22.8b
(sqrt (fma c (* -3 a) (* b b)))
14.3b
(* (/ 1/3 a) (fma c (* a -3) 0))
1.3b
(+ (sqrt (fma c (* -3 a) (* b b))) b)
0.3b
(/ 1/3 a)

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
25×*-un-lft-identity
23×add-cube-cbrt
19×times-frac
13×associate-*l*
11×add-cbrt-cube add-exp-log
pow1
fma-def sqrt-prod add-log-exp
expm1-log1p-u insert-posit16 log1p-expm1-u
associate-/r* associate-*r* associate-/l*
cbrt-undiv div-exp prod-exp cbrt-unprod fma-udef div-inv unswap-sqr
distribute-rgt-in +-commutative rem-sqrt-square clear-num sum-log frac-2neg distribute-lft-in sqrt-pow1 flip3-+ pow1/2 pow-prod-down associate-*l/ *-commutative flip-+ distribute-lft-out
Counts
4 → 104
Calls
4 calls:
Slowest
9.0ms
(* (/ 1/3 a) (fma c (* a -3) 0))
6.0ms
(+ (sqrt (fma c (* -3 a) (* b b))) b)
5.0ms
(/ 1/3 a)
1.0ms
(sqrt (fma c (* -3 a) (* b b)))

series325.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
122.0ms
(sqrt (fma c (* -3 a) (* b b)))
113.0ms
(+ (sqrt (fma c (* -3 a) (* b b))) b)
68.0ms
(* (/ 1/3 a) (fma c (* a -3) 0))
22.0ms
(/ 1/3 a)

simplify1.0s

Counts
116 → 116

prune1.5s

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 14.0b

regimes407.0ms

Accuracy

98.8% (0.2b remaining)

Error of 13.8b against oracle of 13.6b and baseline of 29.4b

bsearch320.0ms

end0.0ms

sample4.9s

Algorithm
intervals
Results
1.5s1089×body2560valid
1.2s912×body1280valid
943.0ms5835×body80valid
386.0ms2987×body80nan
235.0ms469×body640valid
112.0ms117×body5120valid
78.0ms213×body320valid
30.0ms116×body160valid