Details

Time bar (total: 12.8s)

sample89.0ms

Algorithm
intervals
Results
17.0ms187×body80valid
16.0ms32×body2560valid
13.0ms32×body1280valid
7.0ms94×body80nan
5.0ms14×body640valid
2.0msbody5120valid
2.0msbody320valid
1.0msbody160valid

simplify125.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 33.4b

localize14.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a))
0.8b
(- (* b b) (* 4.0 (* a c)))
1.6b
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
23.4b
(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite216.0ms

Algorithm
rewrite-expression-head
Rules
20×add-sqr-sqrt
19×*-un-lft-identity
10×add-log-exp
add-exp-log add-cbrt-cube
add-cube-cbrt times-frac associate-/l*
sqrt-prod distribute-lft-out-- difference-of-squares
pow1
flip3-- flip--
distribute-rgt-neg-in diff-log
cbrt-undiv sub-neg sqrt-div div-exp associate-/l/
associate--l- neg-sub0 rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 div-sub neg-log prod-exp clear-num associate-/r* cbrt-unprod div-inv
Counts
4 → 77
Calls
4 calls:
124.0ms
(/ (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a))
18.0ms
(- (* b b) (* 4.0 (* a c)))
59.0ms
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
12.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

series440.0ms

Counts
4 → 12
Calls
4 calls:
149.0ms
(/ (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a))
71.0ms
(- (* b b) (* 4.0 (* a c)))
131.0ms
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
89.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

simplify864.0ms

Counts
89 → 89

prune391.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 6.3b

localize33.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (/ (* 2.0 a) (- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))))
0.8b
(- (* b b) (* 4.0 (* a c)))
1.6b
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
23.4b
(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite157.0ms

Algorithm
rewrite-expression-head
Rules
67×times-frac
48×add-sqr-sqrt
47×*-un-lft-identity
27×add-cube-cbrt
25×add-exp-log
13×associate-/r* add-cbrt-cube
12×div-exp
10×distribute-lft-out-- add-log-exp difference-of-squares
associate-/r/
sqrt-prod
flip3-- flip--
pow1
cbrt-undiv distribute-rgt-neg-in div-inv
rec-exp diff-log 1-exp prod-exp associate-/l*
sub-neg sqrt-div
associate--l- neg-sub0 rem-sqrt-square pow-flip frac-2neg sqrt-pow1 pow1/2 neg-log clear-num cbrt-unprod inv-pow
Counts
4 → 125
Calls
4 calls:
74.0ms
(/ 1 (/ (* 2.0 a) (- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))))
19.0ms
(- (* b b) (* 4.0 (* a c)))
36.0ms
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
19.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

series450.0ms

Counts
4 → 12
Calls
4 calls:
193.0ms
(/ 1 (/ (* 2.0 a) (- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))))
65.0ms
(- (* b b) (* 4.0 (* a c)))
100.0ms
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
93.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

simplify1.2s

Counts
137 → 137

prune459.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 6.3b

localize32.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ (sqrt 1) (* (/ a 1) (/ 2.0 (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))))))
0.8b
(- (* b b) (* 4.0 (* a c)))
1.6b
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
23.4b
(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite124.0ms

Algorithm
rewrite-expression-head
Rules
29×add-exp-log
22×add-cbrt-cube
14×add-sqr-sqrt div-exp
13×*-un-lft-identity
10×sqrt-prod add-log-exp
cbrt-undiv add-cube-cbrt
times-frac prod-exp associate-/l*
pow1
cbrt-unprod
flip3-- diff-log associate-/r/ flip--
sub-neg sqrt-div 1-exp distribute-lft-out-- difference-of-squares
associate--l- neg-sub0 frac-times rem-sqrt-square distribute-rgt-neg-in frac-2neg sqrt-pow1 pow1/2 associate-*r/ neg-log associate-*l/ clear-num associate-/r* div-inv
Counts
4 → 83
Calls
4 calls:
69.0ms
(/ (sqrt 1) (* (/ a 1) (/ 2.0 (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))))))
9.0ms
(- (* b b) (* 4.0 (* a c)))
31.0ms
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
10.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

series479.0ms

Counts
4 → 12
Calls
4 calls:
179.0ms
(/ (sqrt 1) (* (/ a 1) (/ 2.0 (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))))))
49.0ms
(- (* b b) (* 4.0 (* a c)))
116.0ms
(- (- b) (sqrt (- (* b b) (* 4.0 (* a c)))))
134.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

simplify1.0s

Counts
95 → 95

prune376.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 6.3b

localize19.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (sqrt (- (* b b) (* 4.0 (* a c)))) (* 2.0 a))
0.8b
(- (* b b) (* 4.0 (* a c)))
7.1b
(- (/ (- b) (* 2.0 a)) (/ (sqrt (- (* b b) (* 4.0 (* a c)))) (* 2.0 a)))
23.4b
(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite130.0ms

Algorithm
rewrite-expression-head
Rules
15×*-un-lft-identity
12×add-sqr-sqrt
10×times-frac
add-exp-log add-cube-cbrt sqrt-prod add-cbrt-cube
add-log-exp
associate-/l*
pow1
flip3-- sqrt-div flip--
div-inv distribute-lft-out--
cbrt-undiv sub-neg diff-log div-exp associate-/l/
associate--l- neg-sub0 rem-sqrt-square distribute-rgt-out-- distribute-rgt-neg-in frac-2neg sqrt-pow1 pow1/2 div-sub prod-exp clear-num associate-/r* frac-sub cbrt-unprod sub-div difference-of-squares
Counts
4 → 76
Calls
4 calls:
37.0ms
(/ (sqrt (- (* b b) (* 4.0 (* a c)))) (* 2.0 a))
9.0ms
(- (* b b) (* 4.0 (* a c)))
66.0ms
(- (/ (- b) (* 2.0 a)) (/ (sqrt (- (* b b) (* 4.0 (* a c)))) (* 2.0 a)))
14.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

series477.0ms

Counts
4 → 12
Calls
4 calls:
168.0ms
(/ (sqrt (- (* b b) (* 4.0 (* a c)))) (* 2.0 a))
66.0ms
(- (* b b) (* 4.0 (* a c)))
149.0ms
(- (/ (- b) (* 2.0 a)) (/ (sqrt (- (* b b) (* 4.0 (* a c)))) (* 2.0 a)))
94.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

simplify711.0ms

Counts
88 → 88

prune281.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 6.3b

regimes246.0ms

Accuracy

89.5% (3.0b remaining)

Error of 8.5b against oracle of 5.5b and baseline of 34.1b

bsearch224.0ms

Steps
ItersRangePoint
10
1.1938117014962488e+94
7.783906932586822e+104
4.2945314309789726e+104
6
-6.811146580735316e-291
-1.4054369994792086e-291
-2.2776246100069977e-291
5
-986703.3404809777
-447673.70935774763
-977083.9042033921

simplify798.0ms

end0.0ms

sample3.5s

Algorithm
intervals
Results
1.4s1073×body2560valid
636.0ms5868×body80valid
424.0ms895×body1280valid
228.0ms2858×body80nan
123.0ms443×body640valid
51.0ms107×body5120valid
48.0ms233×body320valid
16.0ms117×body160valid