Details

Time bar (total: 23.1s)

sample91.0ms

Algorithm
intervals
Results
59.0ms264×body80valid

simplify1.1s

Counts
1 → 1
Iterations
IterNodes
done2001
62001
51788
4733
3264
288
141
026

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 30.2b

localize67.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (+ (* x y) z) y)
0.1b
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
0.1b
(* (+ (* (+ y a) y) b) y)
30.2b
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

rewrite312.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
18×*-un-lft-identity add-cube-cbrt
12×add-cbrt-cube add-exp-log
10×pow1
times-frac associate-*r* associate-*l*
associate-*l/
flip3-+ flip-+
insert-posit16 add-log-exp
associate-/r* pow-prod-down prod-exp *-commutative cbrt-unprod associate-/l* unswap-sqr
associate-/r/ associate-/l/
cbrt-undiv clear-num frac-2neg div-exp div-inv
Counts
4 → 95
Calls
4 calls:
40.0ms
(* (+ (* x y) z) y)
58.0ms
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
43.0ms
(* (+ (* (+ y a) y) b) y)
169.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

series676.0ms

Counts
4 → 12
Calls
4 calls:
42.0ms
(* (+ (* x y) z) y)
81.0ms
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
64.0ms
(* (+ (* (+ y a) y) b) y)
489.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

simplify1.5s

Counts
107 → 107
Iterations
IterNodes
done2004
32004
21932
1529
0198

prune1.0s

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 29.6b

localize110.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (+ (* (+ y a) y) b) y)
3.0b
(+ (* x (* y y)) (* z y))
5.6b
(* x (* y y))
30.2b
(/ (+ (* (+ (* (+ (+ (* x (* y y)) (* z y)) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

rewrite312.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt
15×*-un-lft-identity add-cube-cbrt
13×add-cbrt-cube add-exp-log
11×pow1
times-frac
associate-*l* add-log-exp
flip3-+ associate-*r* pow-prod-down prod-exp cbrt-unprod flip-+ insert-posit16
associate-/r* associate-/l*
associate-*l/ associate-/r/ *-commutative unswap-sqr associate-/l/
cbrt-undiv +-commutative clear-num sum-log frac-2neg div-exp div-inv
Counts
4 → 85
Calls
4 calls:
31.0ms
(* (+ (* (+ y a) y) b) y)
20.0ms
(+ (* x (* y y)) (* z y))
25.0ms
(* x (* y y))
236.0ms
(/ (+ (* (+ (* (+ (+ (* x (* y y)) (* z y)) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

series642.0ms

Counts
4 → 12
Calls
4 calls:
69.0ms
(* (+ (* (+ y a) y) b) y)
63.0ms
(+ (* x (* y y)) (* z y))
46.0ms
(* x (* y y))
464.0ms
(/ (+ (* (+ (* (+ (+ (* x (* y y)) (* z y)) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

simplify1.6s

Counts
97 → 97
Iterations
IterNodes
done2002
32002
21835
1508
0181

prune933.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 29.6b

localize78.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
0.1b
(* (+ (* (+ y a) y) b) y)
0.4b
(/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
29.8b
(* (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))

rewrite452.0ms

Algorithm
rewrite-expression-head
Rules
35×add-sqr-sqrt
25×*-un-lft-identity
24×add-cube-cbrt
21×associate-*r* add-exp-log
20×times-frac
15×add-cbrt-cube
11×pow1
associate-*l*
flip3-+ associate-*l/ prod-exp flip-+
unswap-sqr
div-exp associate-/r/ cbrt-unprod insert-posit16 add-log-exp
associate-/r* pow-prod-down *-commutative associate-/l*
frac-times cbrt-undiv rec-exp 1-exp div-inv
clear-num frac-2neg associate-*r/ un-div-inv pow-flip inv-pow
Counts
4 → 119
Calls
4 calls:
58.0ms
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
48.0ms
(* (+ (* (+ y a) y) b) y)
56.0ms
(/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
288.0ms
(* (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))

series648.0ms

Counts
4 → 12
Calls
4 calls:
78.0ms
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
52.0ms
(* (+ (* (+ y a) y) b) y)
62.0ms
(/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
456.0ms
(* (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))

simplify1.2s

Counts
131 → 131
Iterations
IterNodes
done2005
22005
1590
0211

prune1.4s

Pruning

15 alts after pruning (13 fresh and 2 done)

Merged error: 29.6b

localize133.0ms

Local error

Found 4 expressions with local error:

3.8b
(cbrt (/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))
30.2b
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
30.2b
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
30.2b
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

rewrite456.0ms

Algorithm
rewrite-expression-head
Rules
36×times-frac
35×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
15×cbrt-prod
10×add-cbrt-cube add-exp-log
associate-/r* associate-/l*
associate-/r/
flip3-+ flip-+
associate-/l/
pow1 insert-posit16 div-inv add-log-exp
cbrt-undiv clear-num frac-2neg div-exp
cbrt-div pow1/3
Counts
4 → 121
Calls
4 calls:
45.0ms
(cbrt (/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))
133.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
135.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
141.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

series2.1s

Counts
4 → 12
Calls
4 calls:
802.0ms
(cbrt (/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))
432.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
457.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
441.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

simplify1.4s

Counts
133 → 133
Iterations
IterNodes
done2010
32010
2845
1300
0142

prune1.6s

Pruning

15 alts after pruning (12 fresh and 3 done)

Merged error: 29.6b

regimes2.0s

Accuracy

0% (0.7b remaining)

Error of 28.3b against oracle of 27.6b and baseline of 28.3b

bsearch0.0ms

simplify6.0ms

Iterations
IterNodes
done42
142
027

end0.0ms

sample3.2s

Algorithm
intervals
Results
2.2s8219×body80valid