Details

Time bar (total: 3.9m)

sample81.0ms

Algorithm
intervals
Results
48.0ms290×body80valid
12.0ms89×body80nan

simplify140.0ms

Counts
1 → 1
Calls
1 calls:
Slowest
140.0ms
(* w0 (sqrt (- 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l)))))

prune16.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 12.7b

localize39.0ms

Local error

Found 4 expressions with local error:

8.5b
(* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))
4.3b
(sqrt (- 1 (* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))))
4.1b
(/ (* M D) (* 2 d))
4.1b
(/ (* M D) (* 2 d))

rewrite226.0ms

Algorithm
rewrite-expression-head
Rules
368×add-cbrt-cube add-exp-log
190×prod-exp cbrt-unprod
114×cbrt-undiv div-exp
16×add-sqr-sqrt
13×associate-*r*
12×*-un-lft-identity times-frac add-cube-cbrt
10×pow1
frac-times associate-*l/
insert-posit16 add-log-exp
pow-prod-down associate-*r/ sqrt-prod div-inv
clear-num associate-/r* frac-2neg sqrt-div associate-/l* unswap-sqr
rem-sqrt-square sqrt-pow1 flip3-- pow1/2 associate-*l* *-commutative flip--
Counts
4 → 198
Calls
4 calls:
Slowest
189.0ms
(* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))
13.0ms
(/ (* M D) (* 2 d))
11.0ms
(/ (* M D) (* 2 d))
8.0ms
(sqrt (- 1 (* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))))

series360.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
161.0ms
(sqrt (- 1 (* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))))
105.0ms
(* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))
47.0ms
(/ (* M D) (* 2 d))
46.0ms
(/ (* M D) (* 2 d))

simplify48.5s

Counts
172 → 210
Calls
172 calls:
Slowest
2.9s
(* (* (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 2) 2) (* (* d d) d))) (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 2) 2) (* (* d d) d)))) (* (* (/ h l) (/ h l)) (/ h l)))
2.7s
(* (* (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 2) 2) (* (* d d) d))) (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 2) 2) (* (* d d) d)))) (/ (* (* h h) h) (* (* l l) l)))
2.6s
(* (* (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 d) (* 2 d)) (* 2 d))) (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 d) (* 2 d)) (* 2 d)))) (* (* (/ h l) (/ h l)) (/ h l)))
2.3s
(* (* (/ (* (* (* M D) (* M D)) (* M D)) (* (* (* 2 d) (* 2 d)) (* 2 d))) (/ (* (* (* M D) (* M D)) (* M D)) (* (* (* 2 d) (* 2 d)) (* 2 d)))) (* (* (/ h l) (/ h l)) (/ h l)))
2.2s
(* (* (/ (* (* (* M D) (* M D)) (* M D)) (* (* (* 2 2) 2) (* (* d d) d))) (/ (* (* (* M D) (* M D)) (* M D)) (* (* (* 2 2) 2) (* (* d d) d)))) (/ (* (* h h) h) (* (* l l) l)))

prune3.5s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 8.0b

localize33.0ms

Local error

Found 4 expressions with local error:

4.3b
(sqrt (- 1 (/ (* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) h) l)))
4.2b
(* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) h)
4.1b
(/ (* M D) (* 2 d))
4.1b
(/ (* M D) (* 2 d))

rewrite173.0ms

Algorithm
rewrite-expression-head
Rules
185×add-cbrt-cube add-exp-log
99×prod-exp cbrt-unprod
48×cbrt-undiv div-exp
11×add-sqr-sqrt
10×pow1
*-un-lft-identity
add-cube-cbrt sqrt-prod
associate-*l/ insert-posit16 add-log-exp
associate-*r* pow-prod-down
clear-num associate-/r* frac-2neg times-frac sqrt-div div-inv associate-/l* difference-of-squares
frac-times rem-sqrt-square sqrt-pow1 flip3-- pow1/2 associate-*l* associate-*r/ *-commutative flip-- distribute-lft-out-- unswap-sqr
Counts
4 → 134
Calls
4 calls:
Slowest
133.0ms
(* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) h)
16.0ms
(/ (* M D) (* 2 d))
11.0ms
(/ (* M D) (* 2 d))
8.0ms
(sqrt (- 1 (/ (* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) h) l)))

series367.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
176.0ms
(sqrt (- 1 (/ (* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) h) l)))
109.0ms
(* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) h)
46.0ms
(/ (* M D) (* 2 d))
36.0ms
(/ (* M D) (* 2 d))

simplify29.4s

Counts
104 → 146
Calls
104 calls:
Slowest
2.2s
(* (* (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 d) (* 2 d)) (* 2 d))) (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 d) (* 2 d)) (* 2 d)))) (* (* h h) h))
2.2s
(* (* (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 2) 2) (* (* d d) d))) (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 2) 2) (* (* d d) d)))) (* (* h h) h))
2.1s
(* (* (/ (* (* (* M D) (* M D)) (* M D)) (* (* (* 2 d) (* 2 d)) (* 2 d))) (/ (* (* (* M D) (* M D)) (* M D)) (* (* (* 2 d) (* 2 d)) (* 2 d)))) (* (* h h) h))
1.8s
(* (* (/ (* (* (* M D) (* M D)) (* M D)) (* (* (* 2 2) 2) (* (* d d) d))) (/ (* (* (* M D) (* M D)) (* M D)) (* (* (* 2 2) 2) (* (* d d) d)))) (* (* h h) h))
861.0ms
(* 1/4 (/ (* (pow M 2) (* (pow D 2) h)) (pow d 2)))

prune2.5s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 8.0b

localize52.0ms

Local error

Found 4 expressions with local error:

8.5b
(* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))
8.5b
(* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))
4.3b
(sqrt (- 1 (* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))))
4.3b
(sqrt (- 1 (* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))))

rewrite384.0ms

Algorithm
rewrite-expression-head
Rules
684×add-cbrt-cube add-exp-log
364×prod-exp cbrt-unprod
212×cbrt-undiv div-exp
28×add-sqr-sqrt
26×associate-*r*
20×*-un-lft-identity times-frac add-cube-cbrt
16×pow1
10×frac-times associate-*l/
pow-prod-down associate-*r/ sqrt-prod
sqrt-div insert-posit16 add-log-exp unswap-sqr
rem-sqrt-square sqrt-pow1 flip3-- pow1/2 associate-*l* *-commutative div-inv flip--
Counts
4 → 308
Calls
4 calls:
Slowest
186.0ms
(* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))
170.0ms
(* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))
7.0ms
(sqrt (- 1 (* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))))
4.0ms
(sqrt (- 1 (* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))))

series584.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
195.0ms
(sqrt (- 1 (* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))))
171.0ms
(sqrt (- 1 (* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))))
118.0ms
(* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))
101.0ms
(* (* (/ (* M D) (* 2 d)) (/ (* M D) (* 2 d))) (/ h l))

simplify1.4m

Counts
292 → 320
Calls
292 calls:
Slowest
2.8s
(* (* (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 d) (* 2 d)) (* 2 d))) (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 d) (* 2 d)) (* 2 d)))) (* (* (/ h l) (/ h l)) (/ h l)))
2.7s
(* (* (/ (* (* (* M D) (* M D)) (* M D)) (* (* (* 2 2) 2) (* (* d d) d))) (/ (* (* (* M D) (* M D)) (* M D)) (* (* (* 2 2) 2) (* (* d d) d)))) (/ (* (* h h) h) (* (* l l) l)))
2.6s
(* (* (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 2) 2) (* (* d d) d))) (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 2) 2) (* (* d d) d)))) (/ (* (* h h) h) (* (* l l) l)))
2.5s
(* (* (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 2) 2) (* (* d d) d))) (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 2) 2) (* (* d d) d)))) (/ (* (* h h) h) (* (* l l) l)))
2.4s
(* (* (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 2) 2) (* (* d d) d))) (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 2) 2) (* (* d d) d)))) (* (* (/ h l) (/ h l)) (/ h l)))

prune8.1s

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 8.0b

localize55.0ms

Local error

Found 4 expressions with local error:

7.1b
(/ (* (* (/ (* M D) (* 2 d)) (* M D)) h) (* (* 2 d) l))
6.6b
(* (* (/ (* M D) (* 2 d)) (* M D)) h)
4.3b
(sqrt (- 1 (/ (* (* (/ (* M D) (* 2 d)) (* M D)) h) (* (* 2 d) l))))
4.1b
(/ (* M D) (* 2 d))

rewrite297.0ms

Algorithm
rewrite-expression-head
Rules
303×add-cbrt-cube add-exp-log
176×prod-exp cbrt-unprod
72×cbrt-undiv div-exp
14×pow1
10×add-sqr-sqrt
*-un-lft-identity
pow-prod-down add-cube-cbrt sqrt-prod
associate-*l/ insert-posit16 add-log-exp
associate-*r*
clear-num associate-/r* frac-2neg times-frac sqrt-div div-inv associate-/l* difference-of-squares
rem-sqrt-square sqrt-pow1 flip3-- pow1/2 associate-*l* *-commutative flip-- distribute-lft-out-- associate-/l/
Counts
4 → 167
Calls
4 calls:
Slowest
135.0ms
(/ (* (* (/ (* M D) (* 2 d)) (* M D)) h) (* (* 2 d) l))
102.0ms
(* (* (/ (* M D) (* 2 d)) (* M D)) h)
45.0ms
(sqrt (- 1 (/ (* (* (/ (* M D) (* 2 d)) (* M D)) h) (* (* 2 d) l))))
10.0ms
(/ (* M D) (* 2 d))

series420.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
187.0ms
(sqrt (- 1 (/ (* (* (/ (* M D) (* 2 d)) (* M D)) h) (* (* 2 d) l))))
114.0ms
(/ (* (* (/ (* M D) (* 2 d)) (* M D)) h) (* (* 2 d) l))
91.0ms
(* (* (/ (* M D) (* 2 d)) (* M D)) h)
29.0ms
(/ (* M D) (* 2 d))

simplify43.8s

Counts
137 → 179
Calls
137 calls:
Slowest
2.3s
(* (* (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 d) (* 2 d)) (* 2 d))) (* (* (* M M) M) (* (* D D) D))) (* (* h h) h))
1.9s
(* (* (/ (* (* (* M D) (* M D)) (* M D)) (* (* (* 2 d) (* 2 d)) (* 2 d))) (* (* (* M M) M) (* (* D D) D))) (* (* h h) h))
1.7s
(* (* (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 2) 2) (* (* d d) d))) (* (* (* M M) M) (* (* D D) D))) (* (* h h) h))
1.6s
(* (* (/ (* (* (* M M) M) (* (* D D) D)) (* (* (* 2 d) (* 2 d)) (* 2 d))) (* (* (* M D) (* M D)) (* M D))) (* (* h h) h))
1.6s
(* (* (/ (* (* (* M D) (* M D)) (* M D)) (* (* (* 2 d) (* 2 d)) (* 2 d))) (* (* (* M D) (* M D)) (* M D))) (* (* h h) h))

prune3.5s

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 7.7b

regimes1.8s

Accuracy

57.6% (1.7b remaining)

Error of 9.2b against oracle of 7.5b and baseline of 11.6b

bsearch26.0ms

end0.0ms

sample3.2s

Algorithm
intervals
Results
1.9s9286×body80valid
658.0ms3082×body80nan