Details

Time bar (total: 12.0s)

sample46.0ms

Algorithm
intervals
Results
30.0ms256×body80valid

simplify1.4s

Counts
1 → 1
Iterations
IterNodes
done2003
101941
91327
8935
7744
6622
5489
4295
3139
262
135
018

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 18.4b

localize27.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (+ z 6.012459259764103) z)
0.1b
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
4.2b
(* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
18.3b
(/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

rewrite133.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt
15×add-cbrt-cube add-exp-log
14×*-un-lft-identity
12×add-cube-cbrt
10×pow1 associate-*l*
associate-*r*
flip3-+ flip-+
associate-*l/ prod-exp associate-*r/ cbrt-unprod insert-posit16 add-log-exp
associate-/r* times-frac pow-prod-down *-commutative unswap-sqr
cbrt-undiv div-exp associate-/r/ associate-/l/
distribute-rgt-in clear-num frac-2neg distribute-lft-in div-inv distribute-lft-out associate-/l*
Counts
4 → 92
Calls
4 calls:
21.0ms
(* (+ z 6.012459259764103) z)
34.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
38.0ms
(* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
39.0ms
(/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

series435.0ms

Counts
4 → 12
Calls
4 calls:
73.0ms
(* (+ z 6.012459259764103) z)
123.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
58.0ms
(* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
180.0ms
(/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

simplify570.0ms

Counts
104 → 104
Iterations
IterNodes
done2000
1560
0196

prune649.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0b

localize57.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (+ z 6.012459259764103) z)
0.1b
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
0.2b
(* y (/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
16.1b
(/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

rewrite237.0ms

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-cbrt-cube add-exp-log
10×pow1 associate-*l*
flip3-+ flip-+
associate-*l/ prod-exp associate-/r/ cbrt-unprod insert-posit16 add-log-exp unswap-sqr
associate-/r* pow-prod-down *-commutative associate-/l*
cbrt-undiv div-exp div-inv associate-/l/
clear-num frac-2neg associate-*r/ distribute-lft-out
Counts
4 → 110
Calls
4 calls:
27.0ms
(* (+ z 6.012459259764103) z)
38.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
82.0ms
(* y (/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
87.0ms
(/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

series447.0ms

Counts
4 → 12
Calls
4 calls:
59.0ms
(* (+ z 6.012459259764103) z)
107.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
165.0ms
(* y (/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
116.0ms
(/ (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

simplify630.0ms

Counts
122 → 122
Iterations
IterNodes
done2000
1571
0213

prune625.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0b

localize39.0ms

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)))
16.2b
(/ (+ (* (+ z 6.012459259764103) z) 3.350343815022304) (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))

rewrite191.0ms

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-cbrt-cube add-exp-log
11×associate-/r/
pow1 flip3-+ flip-+
associate-*l*
associate-*r* div-inv associate-/l*
cbrt-undiv div-exp associate-*l/ insert-posit16 add-log-exp
clear-num frac-2neg pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr associate-/l/
distribute-lft-out
Counts
4 → 154
Calls
4 calls:
15.0ms
(* (+ z 6.012459259764103) z)
20.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
63.0ms
(/ y (/ (+ (* (+ z 6.012459259764103) z) 3.350343815022304) (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)))
87.0ms
(/ (+ (* (+ z 6.012459259764103) z) 3.350343815022304) (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))

series435.0ms

Counts
4 → 12
Calls
4 calls:
62.0ms
(* (+ z 6.012459259764103) z)
98.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
171.0ms
(/ y (/ (+ (* (+ z 6.012459259764103) z) 3.350343815022304) (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)))
105.0ms
(/ (+ (* (+ z 6.012459259764103) z) 3.350343815022304) (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))

simplify800.0ms

Counts
166 → 166
Iterations
IterNodes
done2000
1805
0307

prune1.2s

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0b

localize30.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (/ 0.07512208616047561 z) 0.0692910599291889)
0.0b
(+ x (* y (- (+ (/ 0.07512208616047561 z) 0.0692910599291889) (/ 0.40462203869992125 (* z z)))))
0.3b
(/ 0.40462203869992125 (* z z))
3.1b
(* y (- (+ (/ 0.07512208616047561 z) 0.0692910599291889) (/ 0.40462203869992125 (* z z))))

rewrite211.0ms

Algorithm
rewrite-expression-head
Rules
15×*-un-lft-identity
14×add-sqr-sqrt
11×add-cbrt-cube add-exp-log
add-cube-cbrt add-log-exp
associate-*r*
distribute-rgt-in pow1 associate-+r+ distribute-lft-in
sub-neg times-frac associate--l+ associate-*r/ insert-posit16
flip3-+ associate-*l* flip-+ associate-/l*
cbrt-undiv +-commutative sum-log div-exp prod-exp frac-sub cbrt-unprod distribute-lft-out distribute-lft-out-- difference-of-squares
clear-num associate-/r* frac-2neg flip3-- pow-prod-down *-commutative div-inv flip-- unswap-sqr
Counts
4 → 86
Calls
4 calls:
16.0ms
(+ (/ 0.07512208616047561 z) 0.0692910599291889)
26.0ms
(+ x (* y (- (+ (/ 0.07512208616047561 z) 0.0692910599291889) (/ 0.40462203869992125 (* z z)))))
7.0ms
(/ 0.40462203869992125 (* z z))
159.0ms
(* y (- (+ (/ 0.07512208616047561 z) 0.0692910599291889) (/ 0.40462203869992125 (* z z))))

series283.0ms

Counts
4 → 12
Calls
4 calls:
62.0ms
(+ (/ 0.07512208616047561 z) 0.0692910599291889)
117.0ms
(+ x (* y (- (+ (/ 0.07512208616047561 z) 0.0692910599291889) (/ 0.40462203869992125 (* z z)))))
31.0ms
(/ 0.40462203869992125 (* z z))
74.0ms
(* y (- (+ (/ 0.07512208616047561 z) 0.0692910599291889) (/ 0.40462203869992125 (* z z))))

simplify714.0ms

Counts
98 → 98
Iterations
IterNodes
done2000
21417
1442
0167

prune458.0ms

Pruning

3 alts after pruning (0 fresh and 3 done)

Merged error: 0b

regimes218.0ms

Accuracy

99.6% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 15.8b

bsearch307.0ms

Steps
ItersRangePoint
9
1154723.8718698514
941504501108.8118
6913926.788249764
10
-121993772661.31783
-0.0015977726548224043
-33431027.499201205

simplify9.0ms

Iterations
IterNodes
done48
148
033

end0.0ms

sample1.8s

Algorithm
intervals
Results
1.6s8000×body80valid