Details

Time bar (total: 44.9s)

sample224.0ms

Algorithm
intervals
Results
28.0ms199×body80valid
22.0ms25×body2560valid
18.0ms26×body1280valid
13.0ms81×body80nan
9.0ms14×body640valid
4.0ms10×body320valid
1.0msbody160valid
1.0msbody5120valid

simplify128.0ms

Counts
1 → 1
Calls
1 calls:
Slowest
127.0ms
(/ (+ (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)

prune20.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 32.4b

localize50.0ms

Local error

Found 4 expressions with local error:

22.4b
(sqrt (- (* b_2 b_2) (* a c)))
1.1b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
0.4b
(- (* b_2 b_2) (* a c))
0.1b
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)

rewrite133.0ms

Algorithm
rewrite-expression-head
Rules
37×add-sqr-sqrt
26×*-un-lft-identity
18×times-frac
16×add-cube-cbrt
10×difference-of-squares
sqrt-prod add-log-exp
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
flip3-- insert-posit16 flip--
associate-/r*
sub-neg sqrt-div diff-log associate-/l/
cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 div-sub div-exp div-inv
Counts
4 → 88
Calls
4 calls:
Slowest
73.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
33.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
17.0ms
(sqrt (- (* b_2 b_2) (* a c)))
7.0ms
(- (* b_2 b_2) (* a c))

series329.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
121.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
90.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
78.0ms
(sqrt (- (* b_2 b_2) (* a c)))
40.0ms
(- (* b_2 b_2) (* a c))

simplify4.1s

Counts
73 → 100
Calls
73 calls:
Slowest
412.0ms
(- (* (sqrt (- (* b_2 b_2) (* a c))) (sqrt (- (* b_2 b_2) (* a c)))) (* b_2 b_2))
308.0ms
(sqrt (- (pow (* b_2 b_2) 3) (pow (* a c) 3)))
305.0ms
(/ (* (* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) (* (* a a) a))
285.0ms
(- (pow (sqrt (- (* b_2 b_2) (* a c))) 3) (pow b_2 3))
237.0ms
(- b_2 (* 1/2 (/ (* a c) b_2)))

prune1.1s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 7.8b

localize20.0ms

Local error

Found 4 expressions with local error:

22.4b
(sqrt (- (* b_2 b_2) (* a c)))
1.1b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
0.4b
(- (* b_2 b_2) (* a c))
0.1b
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)

rewrite168.0ms

Algorithm
rewrite-expression-head
Rules
37×add-sqr-sqrt
26×*-un-lft-identity
18×times-frac
16×add-cube-cbrt
10×difference-of-squares
sqrt-prod add-log-exp
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
flip3-- insert-posit16 flip--
associate-/r*
sub-neg sqrt-div diff-log associate-/l/
cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 div-sub div-exp div-inv
Counts
4 → 88
Calls
4 calls:
Slowest
104.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
48.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
7.0ms
(- (* b_2 b_2) (* a c))
7.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series368.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
147.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
95.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
76.0ms
(sqrt (- (* b_2 b_2) (* a c)))
50.0ms
(- (* b_2 b_2) (* a c))

simplify4.0s

Counts
73 → 100
Calls
73 calls:
Slowest
374.0ms
(- (* (sqrt (- (* b_2 b_2) (* a c))) (sqrt (- (* b_2 b_2) (* a c)))) (* b_2 b_2))
317.0ms
(sqrt (- (pow (* b_2 b_2) 3) (pow (* a c) 3)))
295.0ms
(- (pow (sqrt (- (* b_2 b_2) (* a c))) 3) (pow b_2 3))
287.0ms
(/ (* (* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) (* (* a a) a))
202.0ms
(- b_2 (* 1/2 (/ (* a c) b_2)))

prune1.0s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 7.8b

localize27.0ms

Local error

Found 4 expressions with local error:

22.4b
(sqrt (- (* b_2 b_2) (* a c)))
1.1b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
0.4b
(- (* b_2 b_2) (* a c))
0.2b
(/ 1 (/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))

rewrite135.0ms

Algorithm
rewrite-expression-head
Rules
144×times-frac
123×add-sqr-sqrt
96×*-un-lft-identity
70×add-cube-cbrt
26×difference-of-squares
24×associate-/r*
16×sqrt-prod
15×add-exp-log
13×distribute-lft-out--
add-cbrt-cube associate-/r/
add-log-exp
flip3-- div-exp flip--
pow1
div-inv
insert-posit16
cbrt-undiv associate-/l*
rec-exp sub-neg sqrt-div diff-log 1-exp
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 pow-flip inv-pow
Counts
4 → 166
Calls
4 calls:
Slowest
55.0ms
(/ 1 (/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
50.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
15.0ms
(sqrt (- (* b_2 b_2) (* a c)))
11.0ms
(- (* b_2 b_2) (* a c))

series900.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
478.0ms
(- (* b_2 b_2) (* a c))
200.0ms
(/ 1 (/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
126.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
97.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify20.2s

Counts
204 → 178
Calls
204 calls:
Slowest
585.0ms
(/ (* (* 1 1) 1) (/ (* (* a a) a) (* (* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))))
372.0ms
(/ (* (cbrt 1) (cbrt 1)) (/ (* (cbrt a) (cbrt a)) (* (cbrt (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) (cbrt (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))))
365.0ms
(/ (* (cbrt 1) (cbrt 1)) (/ (* (cbrt a) (cbrt a)) (+ (sqrt (sqrt (- (* b_2 b_2) (* a c)))) (sqrt b_2))))
353.0ms
(sqrt (- (pow (* b_2 b_2) 3) (pow (* a c) 3)))
347.0ms
(/ (sqrt 1) (/ (* (cbrt a) (cbrt a)) (+ (sqrt (sqrt (- (* b_2 b_2) (* a c)))) (sqrt b_2))))

prune1.9s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 7.8b

localize51.0ms

Local error

Found 4 expressions with local error:

22.4b
(sqrt (- (* b_2 b_2) (* a c)))
18.1b
(/ (- 0 (* a c)) a)
0.9b
(+ (sqrt (- (* b_2 b_2) (* a c))) b_2)
0.4b
(- (* b_2 b_2) (* a c))

rewrite77.0ms

Algorithm
rewrite-expression-head
Rules
15×*-un-lft-identity
14×add-sqr-sqrt
13×add-cube-cbrt
times-frac
add-log-exp
add-cbrt-cube add-exp-log
pow1
insert-posit16
associate-/r* flip3-- sqrt-prod flip-- associate-/l*
sqrt-div associate-/l/
cbrt-undiv +-commutative rem-sqrt-square clear-num sum-log sub-neg frac-2neg sqrt-pow1 flip3-+ pow1/2 diff-log div-sub div-exp distribute-frac-neg flip-+ div-inv distribute-lft-out sub0-neg
Counts
4 → 74
Calls
4 calls:
Slowest
36.0ms
(+ (sqrt (- (* b_2 b_2) (* a c))) b_2)
19.0ms
(/ (- 0 (* a c)) a)
14.0ms
(sqrt (- (* b_2 b_2) (* a c)))
7.0ms
(- (* b_2 b_2) (* a c))

series226.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
96.0ms
(+ (sqrt (- (* b_2 b_2) (* a c))) b_2)
74.0ms
(sqrt (- (* b_2 b_2) (* a c)))
42.0ms
(- (* b_2 b_2) (* a c))
14.0ms
(/ (- 0 (* a c)) a)

simplify4.3s

Counts
50 → 86
Calls
50 calls:
Slowest
1.3s
(/ (* (* (- 0 (* a c)) (- 0 (* a c))) (- 0 (* a c))) (* (* a a) a))
309.0ms
(- (* 2 b_2) (* 1/2 (/ (* a c) b_2)))
253.0ms
(sqrt (- (pow (* b_2 b_2) 3) (pow (* a c) 3)))
249.0ms
(- (pow 0 3) (pow (* a c) 3))
187.0ms
(/ (exp (* b_2 b_2)) (exp (* a c)))

prune878.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 7.8b

regimes251.0ms

Accuracy

95.4% (1.1b remaining)

Error of 6.6b against oracle of 5.6b and baseline of 29.1b

bsearch347.0ms

end0.0ms

sample3.9s

Algorithm
intervals
Results
917.0ms1031×body2560valid
774.0ms5890×body80valid
673.0ms426×body640valid
560.0ms892×body1280valid
422.0ms2856×body80nan
118.0ms101×body5120valid
115.0ms227×body320valid
25.0ms114×body160valid