Details

Time bar (total: 21.8s)

sample128.0ms

Algorithm
intervals
Results
36.0ms197×body80valid
29.0ms36×body2560valid
18.0ms28×body1280valid
11.0ms93×body80nan
9.0ms15×body640valid
3.0msbody320valid
3.0msbody5120valid
1.0msbody160valid

simplify279.0ms

Counts
1 → 1

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 35.6b

localize22.0ms

Local error

Found 4 expressions with local error:

24.8b
(sqrt (- (* b b) (* 4 (* a c))))
1.4b
(- (* b b) (* 4 (* a c)))
0.4b
(- (- b) (sqrt (- (* b b) (* 4 (* a c)))))
0.1b
(/ (- (- b) (sqrt (- (* b b) (* 4 (* a c))))) (* 2 a))

rewrite87.0ms

Algorithm
rewrite-expression-head
Rules
20×add-sqr-sqrt
19×*-un-lft-identity
10×add-log-exp
add-cbrt-cube add-exp-log
times-frac add-cube-cbrt associate-/l*
sqrt-prod distribute-lft-out-- difference-of-squares
pow1
flip3-- insert-posit16 flip--
distribute-rgt-neg-in diff-log
cbrt-undiv sub-neg sqrt-div div-exp associate-/l/
associate--l- neg-sub0 rem-sqrt-square clear-num associate-/r* frac-2neg sqrt-pow1 pow1/2 div-sub neg-log prod-exp cbrt-unprod div-inv
Counts
4 → 81
Calls
4 calls:
Slowest
41.0ms
(/ (- (- b) (sqrt (- (* b b) (* 4 (* a c))))) (* 2 a))
19.0ms
(- (* b b) (* 4 (* a c)))
18.0ms
(- (- b) (sqrt (- (* b b) (* 4 (* a c)))))
7.0ms
(sqrt (- (* b b) (* 4 (* a c))))

series416.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
140.0ms
(/ (- (- b) (sqrt (- (* b b) (* 4 (* a c))))) (* 2 a))
114.0ms
(sqrt (- (* b b) (* 4 (* a c))))
97.0ms
(- (- b) (sqrt (- (* b b) (* 4 (* a c)))))
64.0ms
(- (* b b) (* 4 (* a c)))

simplify1.7s

Counts
93 → 93

prune954.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 5.6b

localize48.0ms

Local error

Found 4 expressions with local error:

24.8b
(sqrt (- (* b b) (* 4 (* a c))))
1.4b
(- (* b b) (* 4 (* a c)))
0.4b
(- (- b) (sqrt (- (* b b) (* 4 (* a c)))))
0.1b
(* (- (- b) (sqrt (- (* b b) (* 4 (* a c))))) (/ 1/2 a))

rewrite152.0ms

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt
21×*-un-lft-identity
13×associate-*r* add-cube-cbrt
10×times-frac add-log-exp
add-cbrt-cube add-exp-log
pow1 associate-*l*
flip3-- sqrt-prod flip--
insert-posit16 distribute-lft-out-- difference-of-squares
diff-log
frac-times sub-neg distribute-rgt-neg-in sqrt-div associate-*l/ prod-exp cbrt-unprod unswap-sqr
associate--l- neg-sub0 cbrt-undiv rem-sqrt-square sqrt-pow1 pow1/2 div-exp pow-prod-down neg-log associate-*r/ *-commutative div-inv
Counts
4 → 89
Calls
4 calls:
Slowest
99.0ms
(* (- (- b) (sqrt (- (* b b) (* 4 (* a c))))) (/ 1/2 a))
22.0ms
(- (- b) (sqrt (- (* b b) (* 4 (* a c)))))
16.0ms
(- (* b b) (* 4 (* a c)))
14.0ms
(sqrt (- (* b b) (* 4 (* a c))))

series400.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
122.0ms
(* (- (- b) (sqrt (- (* b b) (* 4 (* a c))))) (/ 1/2 a))
120.0ms
(- (- b) (sqrt (- (* b b) (* 4 (* a c)))))
89.0ms
(sqrt (- (* b b) (* 4 (* a c))))
68.0ms
(- (* b b) (* 4 (* a c)))

simplify2.2s

Counts
101 → 101

prune1.2s

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 5.6b

localize39.0ms

Local error

Found 4 expressions with local error:

24.8b
(sqrt (- (* b b) (* 4 (* a c))))
21.0b
(- (* b b) (* b b))
9.6b
(/ (+ (- (* b b) (* b b)) (* 4 (* a c))) (- (sqrt (- (* b b) (* 4 (* a c)))) b))
3.2b
(/ (/ (+ (- (* b b) (* b b)) (* 4 (* a c))) (- (sqrt (- (* b b) (* 4 (* a c)))) b)) (* 2 a))

rewrite301.0ms

Algorithm
rewrite-expression-head
Rules
78×times-frac
77×add-sqr-sqrt
56×*-un-lft-identity
36×add-cube-cbrt
27×associate-/l*
21×difference-of-squares
18×add-cbrt-cube add-exp-log
13×sqrt-prod
11×distribute-lft-out--
cbrt-undiv associate-/r* div-exp
associate-/r/ add-log-exp
pow1 flip3-- flip--
insert-posit16 div-inv
div-sub associate-/l/
clear-num frac-2neg sqrt-div prod-exp associate-+l- cbrt-unprod
rem-sqrt-square sub-neg sqrt-pow1 flip3-+ distribute-rgt-out-- pow1/2 +-inverses diff-log flip-+
Counts
4 → 148
Calls
4 calls:
Slowest
187.0ms
(/ (/ (+ (- (* b b) (* b b)) (* 4 (* a c))) (- (sqrt (- (* b b) (* 4 (* a c)))) b)) (* 2 a))
93.0ms
(/ (+ (- (* b b) (* b b)) (* 4 (* a c))) (- (sqrt (- (* b b) (* 4 (* a c)))) b))
12.0ms
(sqrt (- (* b b) (* 4 (* a c))))
7.0ms
(- (* b b) (* b b))

series491.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
227.0ms
(/ (+ (- (* b b) (* b b)) (* 4 (* a c))) (- (sqrt (- (* b b) (* 4 (* a c)))) b))
164.0ms
(/ (/ (+ (- (* b b) (* b b)) (* 4 (* a c))) (- (sqrt (- (* b b) (* 4 (* a c)))) b)) (* 2 a))
97.0ms
(sqrt (- (* b b) (* 4 (* a c))))
2.0ms
(- (* b b) (* b b))

simplify737.0ms

Counts
160 → 160

prune1.9s

Pruning

10 alts after pruning (7 fresh and 3 done)

Merged error: 5.6b

localize34.0ms

Local error

Found 4 expressions with local error:

24.8b
(sqrt (- (* b b) (* 4 (* a c))))
16.0b
(* (/ (* 4 (* a c)) 2) (/ (/ 1 (- (sqrt (- (* b b) (* 4 (* a c)))) b)) a))
1.4b
(- (* b b) (* 4 (* a c)))
1.0b
(- (sqrt (- (* b b) (* 4 (* a c)))) b)

rewrite233.0ms

Algorithm
rewrite-expression-head
Rules
134×times-frac
115×add-sqr-sqrt
94×add-exp-log
83×*-un-lft-identity
76×associate-*r*
62×add-cube-cbrt
58×add-cbrt-cube
39×div-exp
35×prod-exp
21×cbrt-undiv cbrt-unprod
20×difference-of-squares
13×sqrt-prod
10×distribute-lft-out--
add-log-exp
pow1 associate-*l*
flip3-- associate-/r/ flip--
div-inv
rec-exp 1-exp insert-posit16 unswap-sqr
sub-neg sqrt-div diff-log
frac-times rem-sqrt-square sqrt-pow1 pow1/2 pow-prod-down associate-*l/ associate-*r/ *-commutative
Counts
4 → 177
Calls
4 calls:
Slowest
151.0ms
(* (/ (* 4 (* a c)) 2) (/ (/ 1 (- (sqrt (- (* b b) (* 4 (* a c)))) b)) a))
54.0ms
(- (sqrt (- (* b b) (* 4 (* a c)))) b)
12.0ms
(- (* b b) (* 4 (* a c)))
7.0ms
(sqrt (- (* b b) (* 4 (* a c))))

series500.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
252.0ms
(* (/ (* 4 (* a c)) 2) (/ (/ 1 (- (sqrt (- (* b b) (* 4 (* a c)))) b)) a))
101.0ms
(- (sqrt (- (* b b) (* 4 (* a c)))) b)
85.0ms
(sqrt (- (* b b) (* 4 (* a c))))
62.0ms
(- (* b b) (* 4 (* a c)))

simplify2.3s

Counts
189 → 189

prune2.4s

Pruning

8 alts after pruning (5 fresh and 3 done)

Merged error: 5.6b

regimes570.0ms

Accuracy

84.3% (4.2b remaining)

Error of 9.9b against oracle of 5.7b and baseline of 32.5b

bsearch197.0ms

end0.0ms

sample4.4s

Algorithm
intervals
Results
1.2s895×body1280valid
992.0ms1077×body2560valid
932.0ms5902×body80valid
465.0ms2917×body80nan
303.0ms465×body640valid
119.0ms106×body5120valid
90.0ms229×body320valid
24.0ms96×body160valid