Details

Time bar (total: 8.5s)

sample24.0ms

Algorithm
intervals
Results
13.0ms256×body80valid

simplify924.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01821
13521
26421
312121
421621
531421
641421
752021
862221
966521
1066721
done66721

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 20.7b

localize13.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
0.1b
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
3.5b
(* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
19.9b
(/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

rewrite66.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
13×add-exp-log add-cbrt-cube
12×*-un-lft-identity
10×add-cube-cbrt
pow1
associate-*r* associate-*l* add-log-exp
flip3-+ flip-+
associate-*r/
times-frac prod-exp associate-/r* cbrt-unprod
cbrt-undiv div-exp pow-prod-down associate-*l/ associate-/r/ *-commutative associate-/l/ unswap-sqr
+-commutative distribute-rgt-in frac-2neg distribute-lft-in clear-num sum-log div-inv distribute-lft-out associate-/l*
Counts
4 → 79
Calls
4 calls:
16.0ms
(+ x (/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
10.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
21.0ms
(* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
17.0ms
(/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

series433.0ms

Counts
4 → 12
Calls
4 calls:
195.0ms
(+ x (/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
65.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
54.0ms
(* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
118.0ms
(/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

simplify701.0ms

Counts
91 → 91
Iterations

Useful iterations: 2 (160.0ms)

IterNodesCost
01891805
15411717
222051513
done50001513

prune252.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize13.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (* y (/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))))
0.1b
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
0.1b
(* y (/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
13.9b
(/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

rewrite75.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
22×add-cube-cbrt *-un-lft-identity
19×times-frac
18×associate-*r*
13×add-exp-log add-cbrt-cube
pow1
associate-*l* add-log-exp
flip3-+ flip-+
associate-/r/
prod-exp associate-/r* cbrt-unprod associate-/l* unswap-sqr
cbrt-undiv div-exp pow-prod-down associate-*l/ *-commutative div-inv associate-/l/
+-commutative frac-2neg associate-*r/ clear-num sum-log
Counts
4 → 96
Calls
4 calls:
3.0ms
(+ x (* y (/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))))
10.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
35.0ms
(* y (/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
24.0ms
(/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

series446.0ms

Counts
4 → 12
Calls
4 calls:
195.0ms
(+ x (* y (/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))))
66.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
119.0ms
(* y (/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
65.0ms
(/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

simplify899.0ms

Counts
108 → 108
Iterations

Useful iterations: 2 (167.0ms)

IterNodesCost
02082472
15582382
221962150
done50012150

prune297.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize22.0ms

Local error

Found 4 expressions with local error:

13.8b
(cbrt (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
13.8b
(cbrt (+ (* (+ z 6.012459259764103) z) 3.350343815022304))
13.8b
(cbrt (+ (* (+ z 6.012459259764103) z) 3.350343815022304))
13.8b
(cbrt (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

rewrite21.0ms

Algorithm
rewrite-expression-head
Rules
12×cbrt-prod
add-sqr-sqrt add-cube-cbrt cbrt-div *-un-lft-identity
pow1 add-exp-log flip3-+ pow1/3 add-cbrt-cube flip-+ add-log-exp
Counts
4 → 52
Calls
4 calls:
5.0ms
(cbrt (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
6.0ms
(cbrt (+ (* (+ z 6.012459259764103) z) 3.350343815022304))
4.0ms
(cbrt (+ (* (+ z 6.012459259764103) z) 3.350343815022304))
4.0ms
(cbrt (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

series476.0ms

Counts
4 → 12
Calls
4 calls:
142.0ms
(cbrt (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
123.0ms
(cbrt (+ (* (+ z 6.012459259764103) z) 3.350343815022304))
105.0ms
(cbrt (+ (* (+ z 6.012459259764103) z) 3.350343815022304))
105.0ms
(cbrt (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

simplify1.4s

Counts
64 → 64
Iterations

Useful iterations: 3 (437.0ms)

IterNodesCost
01541286
13801242
211571165
344301082
done50001082

prune324.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* (* z y) (+ (* z 0.0692910599291889) 0.4917317610505968)) (* y 0.279195317918525))
0.0b
(+ x (/ (+ (* (* z y) (+ (* z 0.0692910599291889) 0.4917317610505968)) (* y 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
0.2b
(* (* z y) (+ (* z 0.0692910599291889) 0.4917317610505968))
19.9b
(/ (+ (* (* z y) (+ (* z 0.0692910599291889) 0.4917317610505968)) (* y 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

rewrite92.0ms

Algorithm
rewrite-expression-head
Rules
15×*-un-lft-identity
13×add-sqr-sqrt add-cube-cbrt
11×add-exp-log add-cbrt-cube
pow1 times-frac
add-log-exp
flip3-+ flip-+
associate-*r* pow-prod-down prod-exp associate-/r* cbrt-unprod associate-/l*
+-commutative distribute-rgt-in associate-+l+ distribute-lft-in associate-*r/ sum-log associate-/r/ associate-/l/
cbrt-undiv frac-2neg div-exp associate-*l* clear-num *-commutative div-inv distribute-lft-out
Counts
4 → 78
Calls
4 calls:
9.0ms
(+ (* (* z y) (+ (* z 0.0692910599291889) 0.4917317610505968)) (* y 0.279195317918525))
37.0ms
(+ x (/ (+ (* (* z y) (+ (* z 0.0692910599291889) 0.4917317610505968)) (* y 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
12.0ms
(* (* z y) (+ (* z 0.0692910599291889) 0.4917317610505968))
33.0ms
(/ (+ (* (* z y) (+ (* z 0.0692910599291889) 0.4917317610505968)) (* y 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

series298.0ms

Counts
4 → 12
Calls
4 calls:
39.0ms
(+ (* (* z y) (+ (* z 0.0692910599291889) 0.4917317610505968)) (* y 0.279195317918525))
146.0ms
(+ x (/ (+ (* (* z y) (+ (* z 0.0692910599291889) 0.4917317610505968)) (* y 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
48.0ms
(* (* z y) (+ (* z 0.0692910599291889) 0.4917317610505968))
65.0ms
(/ (+ (* (* z y) (+ (* z 0.0692910599291889) 0.4917317610505968)) (* y 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

simplify722.0ms

Counts
90 → 90
Iterations

Useful iterations: 2 (157.0ms)

IterNodesCost
01842228
15282122
220501940
done50011940

prune252.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0.0b

regimes111.0ms

Accuracy

99.6% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 16.1b

bsearch107.0ms

Steps
ItersRangePoint
9
0.08347146558812443
2231369.5462890854
2180725.667450929
4
-3.644738331934945e+69
-2.403682797776518e+69
-3.3690365409637708e+69

simplify3.0ms

Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
03051
14641
done4641

end0.0ms

sample500.0ms

Algorithm
intervals
Results
330.0ms8000×body80valid