Details

Time bar (total: 41.0s)

sample77.0ms

Algorithm
intervals
Results
31.0ms288×body80valid
11.0ms97×body80nan

simplify5.1s

Counts
1 → 1
Iterations
IterNodes
done5000
64261
51442
4379
3165
279
136
017

prune13.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 14.6b

localize55.0ms

Local error

Found 4 expressions with local error:

0.5b
(* w0 (sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l)))))
4.0b
(sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l))))
6.5b
(/ (* M D) (* 2.0 d))
12.0b
(* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l))

rewrite99.0ms

Algorithm
rewrite-expression-head
Rules
67×add-exp-log
35×add-sqr-sqrt
27×prod-exp
23×add-cbrt-cube
19×div-exp associate-*r*
17×*-un-lft-identity add-cube-cbrt
14×times-frac
12×associate-*l*
10×pow-exp
unswap-sqr
pow1 unpow-prod-down sqrt-prod cbrt-unprod
cbrt-undiv
expm1-log1p-u sqrt-div log1p-expm1-u add-log-exp
associate-*r/ div-inv sqr-pow
pow-to-exp flip3-- *-commutative flip--
rem-sqrt-square clear-num associate-/r* frac-2neg sqrt-pow1 pow1/2 pow-prod-down associate-/l*
Counts
4 → 121
Calls
4 calls:
28.0ms
(* w0 (sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l)))))
11.0ms
(sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l))))
21.0ms
(/ (* M D) (* 2.0 d))
32.0ms
(* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l))

series2.2s

Counts
4 → 12
Calls
4 calls:
626.0ms
(* w0 (sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l)))))
559.0ms
(sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l))))
36.0ms
(/ (* M D) (* 2.0 d))
963.0ms
(* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l))

simplify2.0s

Counts
133 → 133
Iterations
IterNodes
done5000
22337
1624
0244

prune1.3s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 5.3b

localize92.0ms

Local error

Found 4 expressions with local error:

2.6b
(* (* (/ (cbrt h) (cbrt l)) (* (/ (cbrt h) (cbrt l)) (pow (/ M (/ (* 2.0 d) D)) 2.0))) (/ (cbrt h) (cbrt l)))
3.1b
(* (/ (cbrt h) (cbrt l)) (pow (/ M (/ (* 2.0 d) D)) 2.0))
3.5b
(/ M (/ (* 2.0 d) D))
4.0b
(sqrt (- 1.0 (* (* (/ (cbrt h) (cbrt l)) (* (/ (cbrt h) (cbrt l)) (pow (/ M (/ (* 2.0 d) D)) 2.0))) (/ (cbrt h) (cbrt l)))))

rewrite462.0ms

Algorithm
rewrite-expression-head
Rules
378×add-exp-log
177×prod-exp
156×times-frac
143×add-sqr-sqrt
138×div-exp
88×cbrt-prod
86×*-un-lft-identity add-cube-cbrt
70×associate-*r*
47×add-cbrt-cube
41×associate-*l*
40×pow-exp
37×cbrt-unprod
36×unpow-prod-down
23×cbrt-undiv
20×unswap-sqr
11×div-inv
10×pow-to-exp pow1 associate-*l/
associate-/r*
sqr-pow
frac-times
expm1-log1p-u log1p-expm1-u add-log-exp
pow-prod-down associate-*r/ sqrt-prod associate-/l*
sqrt-div associate-/r/ *-commutative
rem-sqrt-square clear-num frac-2neg sqrt-pow1 flip3-- pow1/2 flip--
Counts
4 → 310
Calls
4 calls:
310.0ms
(* (* (/ (cbrt h) (cbrt l)) (* (/ (cbrt h) (cbrt l)) (pow (/ M (/ (* 2.0 d) D)) 2.0))) (/ (cbrt h) (cbrt l)))
86.0ms
(* (/ (cbrt h) (cbrt l)) (pow (/ M (/ (* 2.0 d) D)) 2.0))
17.0ms
(/ M (/ (* 2.0 d) D))
13.0ms
(sqrt (- 1.0 (* (* (/ (cbrt h) (cbrt l)) (* (/ (cbrt h) (cbrt l)) (pow (/ M (/ (* 2.0 d) D)) 2.0))) (/ (cbrt h) (cbrt l)))))

series2.5s

Counts
4 → 12
Calls
4 calls:
1.4s
(* (* (/ (cbrt h) (cbrt l)) (* (/ (cbrt h) (cbrt l)) (pow (/ M (/ (* 2.0 d) D)) 2.0))) (/ (cbrt h) (cbrt l)))
786.0ms
(* (/ (cbrt h) (cbrt l)) (pow (/ M (/ (* 2.0 d) D)) 2.0))
53.0ms
(/ M (/ (* 2.0 d) D))
283.0ms
(sqrt (- 1.0 (* (* (/ (cbrt h) (cbrt l)) (* (/ (cbrt h) (cbrt l)) (pow (/ M (/ (* 2.0 d) D)) 2.0))) (/ (cbrt h) (cbrt l)))))

simplify2.4s

Counts
322 → 322
Iterations
IterNodes
done5000
11649
0558

prune3.1s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 5.0b

localize179.0ms

Local error

Found 4 expressions with local error:

4.0b
(sqrt (- 1.0 (* (* (/ (cbrt h) (cbrt l)) (* (* (/ (cbrt h) (cbrt l)) (pow (/ (* (cbrt M) (cbrt M)) (* (cbrt (/ (* 2.0 d) D)) (cbrt (/ (* 2.0 d) D)))) 2.0)) (pow (/ (cbrt M) (cbrt (/ (* 2.0 d) D))) 2.0))) (/ (cbrt h) (cbrt l)))))
11.0b
(cbrt (/ (* 2.0 d) D))
11.0b
(cbrt (/ (* 2.0 d) D))
11.0b
(cbrt (/ (* 2.0 d) D))

rewrite25.0ms

Algorithm
rewrite-expression-head
Rules
21×cbrt-prod
12×add-sqr-sqrt
11×*-un-lft-identity add-cube-cbrt
times-frac
pow1
expm1-log1p-u add-cbrt-cube add-exp-log log1p-expm1-u add-log-exp
cbrt-div pow1/3 sqrt-prod div-inv
sqrt-div
rem-sqrt-square sqrt-pow1 flip3-- pow1/2 flip--
Counts
4 → 71
Calls
4 calls:
7.0ms
(sqrt (- 1.0 (* (* (/ (cbrt h) (cbrt l)) (* (* (/ (cbrt h) (cbrt l)) (pow (/ (* (cbrt M) (cbrt M)) (* (cbrt (/ (* 2.0 d) D)) (cbrt (/ (* 2.0 d) D)))) 2.0)) (pow (/ (cbrt M) (cbrt (/ (* 2.0 d) D))) 2.0))) (/ (cbrt h) (cbrt l)))))
5.0ms
(cbrt (/ (* 2.0 d) D))
5.0ms
(cbrt (/ (* 2.0 d) D))
6.0ms
(cbrt (/ (* 2.0 d) D))

series1.2s

Counts
4 → 12
Calls
4 calls:
730.0ms
(sqrt (- 1.0 (* (* (/ (cbrt h) (cbrt l)) (* (* (/ (cbrt h) (cbrt l)) (pow (/ (* (cbrt M) (cbrt M)) (* (cbrt (/ (* 2.0 d) D)) (cbrt (/ (* 2.0 d) D)))) 2.0)) (pow (/ (cbrt M) (cbrt (/ (* 2.0 d) D))) 2.0))) (/ (cbrt h) (cbrt l)))))
143.0ms
(cbrt (/ (* 2.0 d) D))
153.0ms
(cbrt (/ (* 2.0 d) D))
139.0ms
(cbrt (/ (* 2.0 d) D))

simplify4.3s

Counts
83 → 83
Iterations
IterNodes
done5001
32924
2573
1216
0114

prune1.2s

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 5.0b

localize230.0ms

Local error

Found 4 expressions with local error:

4.0b
(sqrt (- 1.0 (* (* (/ (cbrt h) (cbrt l)) (* (* (/ (cbrt h) (cbrt l)) (pow (/ (* (cbrt M) (cbrt M)) (* (cbrt (/ (* 2.0 d) D)) (cbrt (/ (* 2.0 d) D)))) 2.0)) (pow (/ (cbrt M) (* (cbrt (/ 2.0 (* (cbrt D) (cbrt D)))) (cbrt (/ d (cbrt D))))) 2.0))) (/ (cbrt h) (cbrt l)))))
4.4b
(cbrt (/ d (cbrt D)))
11.0b
(cbrt (/ (* 2.0 d) D))
11.0b
(cbrt (/ (* 2.0 d) D))

rewrite20.0ms

Algorithm
rewrite-expression-head
Rules
45×cbrt-prod
24×times-frac
23×add-sqr-sqrt
22×*-un-lft-identity add-cube-cbrt
pow1
expm1-log1p-u add-cbrt-cube add-exp-log log1p-expm1-u add-log-exp
cbrt-div pow1/3 sqrt-prod div-inv
sqrt-div
rem-sqrt-square sqrt-pow1 flip3-- pow1/2 flip--
Counts
4 → 86
Calls
4 calls:
6.0ms
(sqrt (- 1.0 (* (* (/ (cbrt h) (cbrt l)) (* (* (/ (cbrt h) (cbrt l)) (pow (/ (* (cbrt M) (cbrt M)) (* (cbrt (/ (* 2.0 d) D)) (cbrt (/ (* 2.0 d) D)))) 2.0)) (pow (/ (cbrt M) (* (cbrt (/ 2.0 (* (cbrt D) (cbrt D)))) (cbrt (/ d (cbrt D))))) 2.0))) (/ (cbrt h) (cbrt l)))))
3.0ms
(cbrt (/ d (cbrt D)))
3.0ms
(cbrt (/ (* 2.0 d) D))
7.0ms
(cbrt (/ (* 2.0 d) D))

series1.2s

Counts
4 → 12
Calls
4 calls:
728.0ms
(sqrt (- 1.0 (* (* (/ (cbrt h) (cbrt l)) (* (* (/ (cbrt h) (cbrt l)) (pow (/ (* (cbrt M) (cbrt M)) (* (cbrt (/ (* 2.0 d) D)) (cbrt (/ (* 2.0 d) D)))) 2.0)) (pow (/ (cbrt M) (* (cbrt (/ 2.0 (* (cbrt D) (cbrt D)))) (cbrt (/ d (cbrt D))))) 2.0))) (/ (cbrt h) (cbrt l)))))
281.0ms
(cbrt (/ d (cbrt D)))
122.0ms
(cbrt (/ (* 2.0 d) D))
105.0ms
(cbrt (/ (* 2.0 d) D))

simplify5.4s

Counts
98 → 98
Iterations
IterNodes
done5003
33677
2840
1352
0203

prune1.5s

Pruning

12 alts after pruning (9 fresh and 3 done)

Merged error: 5.0b

regimes4.0s

Accuracy

0% (1.6b remaining)

Error of 8.9b against oracle of 7.3b and baseline of 8.9b

bsearch0.0ms

simplify16.0ms

Iterations
IterNodes
done34
134
028

end0.0ms

sample2.3s

Algorithm
intervals
Results
1.2s9297×body80valid
412.0ms3005×body80nan