Details

Time bar (total: 14.1s)

sample41.0ms

Algorithm
intervals
Results
19.0ms256×body80valid

simplify1.5s

Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01821
13521
26421
314321
427621
540021
648121
756421
872821
994921
1095521
done95521

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 19.2b

localize37.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (+ z 6.012459259764103) z)
0.1b
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
3.3b
(* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
18.5b
(/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

rewrite245.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt
15×add-exp-log add-cbrt-cube
14×*-un-lft-identity
12×add-cube-cbrt
10×pow1 associate-*l*
associate-*r*
flip3-+ flip-+
associate-*r/ associate-*l/ prod-exp cbrt-unprod add-log-exp
times-frac pow-prod-down associate-/r* *-commutative unswap-sqr
cbrt-undiv div-exp associate-/r/ associate-/l/
distribute-rgt-in frac-2neg distribute-lft-in clear-num div-inv distribute-lft-out associate-/l*
Counts
4 → 88
Calls
4 calls:
22.0ms
(* (+ z 6.012459259764103) z)
41.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
91.0ms
(* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
88.0ms
(/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

series472.0ms

Counts
4 → 12
Calls
4 calls:
61.0ms
(* (+ z 6.012459259764103) z)
120.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
83.0ms
(* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
207.0ms
(/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

simplify1.3s

Counts
100 → 100
Iterations

Useful iterations: 2 (502.0ms)

IterNodesCost
01901538
15231492
218811284
done50011284

prune433.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.0b

localize18.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (+ z 6.012459259764103) z)
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)))
14.6b
(/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

rewrite270.0ms

Algorithm
rewrite-expression-head
Rules
33×add-sqr-sqrt
26×*-un-lft-identity
24×add-cube-cbrt
21×associate-*r*
19×times-frac
15×add-exp-log add-cbrt-cube
10×pow1 associate-*l*
flip3-+ flip-+
associate-*l/ prod-exp associate-/r/ cbrt-unprod add-log-exp unswap-sqr
pow-prod-down associate-/r* *-commutative associate-/l*
cbrt-undiv div-exp div-inv associate-/l/
frac-2neg associate-*r/ clear-num distribute-lft-out
Counts
4 → 106
Calls
4 calls:
31.0ms
(* (+ z 6.012459259764103) z)
44.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
97.0ms
(* y (/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
94.0ms
(/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

series440.0ms

Counts
4 → 12
Calls
4 calls:
57.0ms
(* (+ z 6.012459259764103) z)
97.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
183.0ms
(* y (/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
103.0ms
(/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

simplify1.5s

Counts
118 → 118
Iterations

Useful iterations: done (1.5s)

IterNodesCost
02092226
15402178
217811942
done50001922

prune452.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize35.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (+ z 6.012459259764103) z)
0.1b
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
0.3b
(/ y (/ (+ (* (+ z 6.012459259764103) z) 3.350343815022304) (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)))
14.7b
(/ (+ (* (+ z 6.012459259764103) z) 3.350343815022304) (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))

rewrite288.0ms

Algorithm
rewrite-expression-head
Rules
90×times-frac
64×add-sqr-sqrt
62×*-un-lft-identity
60×add-cube-cbrt
18×associate-/r*
15×add-exp-log add-cbrt-cube
11×associate-/r/
pow1 flip3-+ flip-+
associate-*l*
associate-*r* div-inv associate-/l*
cbrt-undiv div-exp associate-*l/ add-log-exp
frac-2neg pow-prod-down prod-exp clear-num *-commutative cbrt-unprod associate-/l/ unswap-sqr
distribute-lft-out
Counts
4 → 150
Calls
4 calls:
36.0ms
(* (+ z 6.012459259764103) z)
39.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
81.0ms
(/ y (/ (+ (* (+ z 6.012459259764103) z) 3.350343815022304) (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)))
120.0ms
(/ (+ (* (+ z 6.012459259764103) z) 3.350343815022304) (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))

series398.0ms

Counts
4 → 12
Calls
4 calls:
65.0ms
(* (+ z 6.012459259764103) z)
96.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
158.0ms
(/ y (/ (+ (* (+ z 6.012459259764103) z) 3.350343815022304) (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)))
79.0ms
(/ (+ (* (+ z 6.012459259764103) z) 3.350343815022304) (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))

simplify1.8s

Counts
162 → 162
Iterations

Useful iterations: done (1.8s)

IterNodesCost
03034145
17184037
225033795
done50013789

prune844.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.0b

localize25.0ms

Local error

Found 4 expressions with local error:

0.0b
(- 0.07512208616047561 (/ 0.40462203869992125 z))
0.0b
(+ (* 0.0692910599291889 y) (* (/ y z) (- 0.07512208616047561 (/ 0.40462203869992125 z))))
0.0b
(+ x (+ (* 0.0692910599291889 y) (* (/ y z) (- 0.07512208616047561 (/ 0.40462203869992125 z)))))
0.2b
(* (/ y z) (- 0.07512208616047561 (/ 0.40462203869992125 z)))

rewrite182.0ms

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt
18×*-un-lft-identity
13×associate-*l* add-log-exp
12×add-cube-cbrt times-frac
add-exp-log add-cbrt-cube
pow1 associate-*r*
sub-neg associate-+r+
distribute-rgt-in distribute-lft-in sum-log difference-of-squares
flip3-- flip--
+-commutative frac-times flip3-+ associate-*r/ prod-exp cbrt-unprod flip-+ distribute-lft-out-- unswap-sqr
cbrt-undiv diff-log div-exp pow-prod-down associate-*l/ *-commutative div-inv distribute-lft-out
Counts
4 → 87
Calls
4 calls:
15.0ms
(- 0.07512208616047561 (/ 0.40462203869992125 z))
22.0ms
(+ (* 0.0692910599291889 y) (* (/ y z) (- 0.07512208616047561 (/ 0.40462203869992125 z))))
35.0ms
(+ x (+ (* 0.0692910599291889 y) (* (/ y z) (- 0.07512208616047561 (/ 0.40462203869992125 z)))))
107.0ms
(* (/ y z) (- 0.07512208616047561 (/ 0.40462203869992125 z)))

series279.0ms

Counts
4 → 12
Calls
4 calls:
48.0ms
(- 0.07512208616047561 (/ 0.40462203869992125 z))
62.0ms
(+ (* 0.0692910599291889 y) (* (/ y z) (- 0.07512208616047561 (/ 0.40462203869992125 z))))
82.0ms
(+ x (+ (* 0.0692910599291889 y) (* (/ y z) (- 0.07512208616047561 (/ 0.40462203869992125 z)))))
86.0ms
(* (/ y z) (- 0.07512208616047561 (/ 0.40462203869992125 z)))

simplify1.2s

Counts
99 → 99
Iterations

Useful iterations: 2 (389.0ms)

IterNodesCost
01621480
14571392
215591280
done50001280

prune355.0ms

Pruning

3 alts after pruning (0 fresh and 3 done)

Merged error: 0.0b

regimes580.0ms

Accuracy

99.5% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 16.4b

bsearch245.0ms

Steps
ItersRangePoint
8
0.5242272119756929
639.503948019383
629.303371294859
9
-9.466489429598327e+36
-2.8897456288171165e+31
-1.8560802591567945e+36

simplify10.0ms

Iterations

Useful iterations: 1 (5.0ms)

IterNodesCost
03359
14945
done4945

end0.0ms

sample1.1s

Algorithm
intervals
Results
753.0ms8000×body80valid