Details

Time bar (total: 6.6s)

sample59.0ms

Algorithm
intervals
Results
11.0ms193×body80valid
10.0ms32×body2560valid
7.0ms28×body1280valid
5.0ms87×body80nan
4.0ms20×body640valid
2.0ms12×body320valid
0.0msbody160valid

simplify6.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.5b

localize34.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (+ (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a))
0.4b
(+ (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
0.8b
(- (* b b) (* 4.0 (* a c)))
21.1b
(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite118.0ms

Algorithm
rewrite-expression-head
Rules
19×*-un-lft-identity
10×add-log-exp
add-exp-log add-cbrt-cube
add-sqr-sqrt
add-cube-cbrt
distribute-lft-out
pow1 times-frac associate-/l*
distribute-rgt-neg-in sqrt-prod
cbrt-undiv neg-sub0 associate-+l- flip3-- flip3-+ sqrt-div div-exp sum-log flip-- flip-+ associate-/l/
+-commutative sub-neg rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 diff-log div-sub neg-log prod-exp clear-num associate-/r* cbrt-unprod div-inv
Counts
4 → 70
Calls
4 calls:
73.0ms
(/ (+ (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a))
22.0ms
(+ (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
9.0ms
(- (* b b) (* 4.0 (* a c)))
11.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

series348.0ms

Counts
4 → 12
Calls
4 calls:
122.0ms
(/ (+ (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a))
88.0ms
(+ (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
52.0ms
(- (* b b) (* 4.0 (* a c)))
85.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

simplify41.0ms

Counts
82 → 82

prune272.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 5.5b

localize19.0ms

Local error

Found 4 expressions with local error:

1.8b
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
3.8b
(/ (/ (+ 0 (* 4.0 (* a c))) (- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))) (* 2.0 a))
8.3b
(/ (+ 0 (* 4.0 (* a c))) (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))))
21.1b
(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite208.0ms

Algorithm
rewrite-expression-head
Rules
90×times-frac
84×add-sqr-sqrt
83×*-un-lft-identity
39×add-cube-cbrt
30×associate-/l*
22×distribute-lft-out-- difference-of-squares
18×add-exp-log add-cbrt-cube
14×sqrt-prod
11×distribute-rgt-neg-in
associate-/r* add-log-exp
cbrt-undiv div-exp
associate-/r/
pow1 flip3-- flip--
div-inv
associate-/l/
frac-2neg sqrt-div diff-log prod-exp clear-num cbrt-unprod
associate--l- neg-sub0 sub-neg rem-sqrt-square sqrt-pow1 flip3-+ pow1/2 neg-log flip-+
Counts
4 → 154
Calls
4 calls:
28.0ms
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
94.0ms
(/ (/ (+ 0 (* 4.0 (* a c))) (- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))) (* 2.0 a))
62.0ms
(/ (+ 0 (* 4.0 (* a c))) (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))))
17.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

series551.0ms

Counts
4 → 12
Calls
4 calls:
93.0ms
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
170.0ms
(/ (/ (+ 0 (* 4.0 (* a c))) (- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))) (* 2.0 a))
207.0ms
(/ (+ 0 (* 4.0 (* a c))) (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))))
81.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

simplify96.0ms

Counts
166 → 166

prune477.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 5.4b

localize19.0ms

Local error

Found 4 expressions with local error:

0.8b
(- (* b b) (* 4.0 (* a c)))
1.8b
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
12.5b
(/ (* 2.0 a) (* 4.0 (* a c)))
21.1b
(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite76.0ms

Algorithm
rewrite-expression-head
Rules
25×add-exp-log add-cbrt-cube
10×add-sqr-sqrt add-log-exp
*-un-lft-identity prod-exp cbrt-unprod
cbrt-undiv div-exp
pow1 add-cube-cbrt
sqrt-prod
flip3-- diff-log flip--
sub-neg sqrt-div distribute-lft-out-- difference-of-squares
associate--l- neg-sub0 rem-sqrt-square distribute-rgt-neg-in frac-2neg sqrt-pow1 times-frac pow1/2 neg-log clear-num associate-/r* div-inv associate-/l*
Counts
4 → 70
Calls
4 calls:
11.0ms
(- (* b b) (* 4.0 (* a c)))
25.0ms
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
22.0ms
(/ (* 2.0 a) (* 4.0 (* a c)))
17.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

series241.0ms

Counts
4 → 12
Calls
4 calls:
55.0ms
(- (* b b) (* 4.0 (* a c)))
85.0ms
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
20.0ms
(/ (* 2.0 a) (* 4.0 (* a c)))
81.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

simplify54.0ms

Counts
82 → 82

prune247.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 5.4b

localize17.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (/ 0.5 c) (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))))
0.8b
(- (* b b) (* 4.0 (* a c)))
1.8b
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
21.1b
(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite148.0ms

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt
21×*-un-lft-identity
13×add-cube-cbrt associate-*l*
10×times-frac add-log-exp
add-exp-log add-cbrt-cube
pow1 associate-*r*
flip3-- sqrt-prod flip--
sub-neg distribute-lft-out-- difference-of-squares
diff-log
distribute-rgt-in frac-times distribute-rgt-neg-in distribute-lft-in sqrt-div associate-*r/ prod-exp cbrt-unprod unswap-sqr
cbrt-undiv associate--l- neg-sub0 rem-sqrt-square sqrt-pow1 pow1/2 div-exp pow-prod-down neg-log associate-*l/ *-commutative div-inv
Counts
4 → 89
Calls
4 calls:
95.0ms
(* (/ 0.5 c) (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))))
17.0ms
(- (* b b) (* 4.0 (* a c)))
24.0ms
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
10.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

series362.0ms

Counts
4 → 12
Calls
4 calls:
131.0ms
(* (/ 0.5 c) (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))))
56.0ms
(- (* b b) (* 4.0 (* a c)))
92.0ms
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
83.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

simplify46.0ms

Counts
101 → 101

prune271.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 5.4b

regimes252.0ms

Accuracy

95.5% (1.1b remaining)

Error of 6.4b against oracle of 5.3b and baseline of 30.1b

bsearch176.0ms

Steps
ItersRangePoint
4
9.012561940608131e+125
1.467599966670541e+126
1.0763848226380752e+126
7
-4.532619757041417e-294
-8.312848984102269e-296
-1.3101258183672603e-294
9
-1.5317926616566243e+132
-2.1622394106188112e+123
-5.523069478976328e+123

simplify1.0ms

end0.0ms

sample2.5s

Algorithm
intervals
Results
771.0ms1114×body2560valid
476.0ms5791×body80valid
299.0ms900×body1280valid
292.0ms2916×body80nan
97.0ms236×body320valid
95.0ms460×body640valid
39.0ms103×body5120valid
11.0ms103×body160valid