Details

Time bar (total: 2.3m)

sample81.0ms

Algorithm
intervals
Results
44.0ms265×body80valid

simplify2.1s

Counts
1 → 1
Iterations
IterNodes
done5001
52858
4824
3264
288
141
026

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 32.0b

localize96.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (+ (* (+ y a) y) b) y)
0.1b
(* (+ (* x y) z) y)
0.1b
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
31.4b
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

rewrite282.0ms

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-+
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 → 91
Calls
4 calls:
33.0ms
(* (+ (* (+ y a) y) b) y)
22.0ms
(* (+ (* x y) z) y)
63.0ms
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
162.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

series714.0ms

Counts
4 → 12
Calls
4 calls:
65.0ms
(* (+ (* (+ y a) y) b) y)
56.0ms
(* (+ (* x y) z) y)
75.0ms
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
517.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

simplify2.3s

Counts
103 → 103
Iterations
IterNodes
done5000
22868
1526
0194

prune1.3s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 31.0b

localize84.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (+ (* x y) z) y)
0.1b
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
0.3b
(/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
31.1b
(* (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))

rewrite463.0ms

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 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 → 115
Calls
4 calls:
41.0ms
(* (+ (* x y) z) y)
49.0ms
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
88.0ms
(/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
277.0ms
(* (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))

series733.0ms

Counts
4 → 12
Calls
4 calls:
64.0ms
(* (+ (* x y) z) y)
79.0ms
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
86.0ms
(/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
503.0ms
(* (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))

simplify5.3s

Counts
127 → 127
Iterations
IterNodes
done5000
24426
1578
0206

prune1.5s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 31.0b

localize98.0ms

Local error

Found 4 expressions with local error:

16.9b
(cbrt (+ (* (+ y a) y) b))
16.9b
(cbrt (+ (* (+ y a) y) b))
16.9b
(cbrt (+ (* (+ y a) y) b))
31.4b
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (* (cbrt (+ (* (+ y a) y) b)) (cbrt (+ (* (+ y a) y) b))) (* (cbrt (+ (* (+ y a) y) b)) y)) c) y) i))

rewrite415.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
cbrt-prod times-frac
cbrt-div add-cbrt-cube add-exp-log
flip3-+ flip-+
pow1 add-log-exp
associate-/r* pow1/3 associate-/l*
associate-/r/ associate-/l/
cbrt-undiv clear-num frac-2neg div-exp div-inv
Counts
4 → 70
Calls
4 calls:
7.0ms
(cbrt (+ (* (+ y a) y) b))
7.0ms
(cbrt (+ (* (+ y a) y) b))
7.0ms
(cbrt (+ (* (+ y a) y) b))
391.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (* (cbrt (+ (* (+ y a) y) b)) (cbrt (+ (* (+ y a) y) b))) (* (cbrt (+ (* (+ y a) y) b)) y)) c) y) i))

series1.0s

Counts
4 → 12
Calls
4 calls:
175.0ms
(cbrt (+ (* (+ y a) y) b))
161.0ms
(cbrt (+ (* (+ y a) y) b))
177.0ms
(cbrt (+ (* (+ y a) y) b))
535.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (* (cbrt (+ (* (+ y a) y) b)) (cbrt (+ (* (+ y a) y) b))) (* (cbrt (+ (* (+ y a) y) b)) y)) c) y) i))

simplify1.9s

Counts
82 → 82
Iterations
IterNodes
done5002
21372
1341
0137

prune1.1s

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 31.0b

localize122.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (+ z (* x y)) y)
0.1b
(* y (+ (* (+ z (* x y)) y) 27464.7644705))
0.3b
(/ 1 (/ (+ i (* y (+ c (* (+ b (* (+ a y) y)) y)))) (+ t (* (+ (* y (+ (* (+ z (* x y)) y) 27464.7644705)) 230661.510616) y))))
31.4b
(/ (+ i (* y (+ c (* (+ b (* (+ a y) y)) y)))) (+ t (* (+ (* y (+ (* (+ z (* x y)) y) 27464.7644705)) 230661.510616) y)))

rewrite149.0ms

Algorithm
rewrite-expression-head
Rules
90×times-frac
64×add-sqr-sqrt
60×*-un-lft-identity add-cube-cbrt
21×add-exp-log
18×associate-/r*
15×add-cbrt-cube
11×associate-/r/
pow1
flip3-+ div-exp flip-+
associate-*r* associate-*l* div-inv associate-/l*
cbrt-undiv add-log-exp
rec-exp clear-num frac-2neg 1-exp pow-prod-down associate-*l/ prod-exp associate-*r/ *-commutative cbrt-unprod unswap-sqr associate-/l/
distribute-rgt-in distribute-lft-in pow-flip inv-pow
Counts
4 → 157
Calls
4 calls:
23.0ms
(* (+ z (* x y)) y)
34.0ms
(* y (+ (* (+ z (* x y)) y) 27464.7644705))
35.0ms
(/ 1 (/ (+ i (* y (+ c (* (+ b (* (+ a y) y)) y)))) (+ t (* (+ (* y (+ (* (+ z (* x y)) y) 27464.7644705)) 230661.510616) y))))
46.0ms
(/ (+ i (* y (+ c (* (+ b (* (+ a y) y)) y)))) (+ t (* (+ (* y (+ (* (+ z (* x y)) y) 27464.7644705)) 230661.510616) y)))

series1.8m

Counts
4 → 12
Calls
4 calls:
61.0ms
(* (+ z (* x y)) y)
87.0ms
(* y (+ (* (+ z (* x y)) y) 27464.7644705))
1.7m
(/ 1 (/ (+ i (* y (+ c (* (+ b (* (+ a y) y)) y)))) (+ t (* (+ (* y (+ (* (+ z (* x y)) y) 27464.7644705)) 230661.510616) y))))
991.0ms
(/ (+ i (* y (+ c (* (+ b (* (+ a y) y)) y)))) (+ t (* (+ (* y (+ (* (+ z (* x y)) y) 27464.7644705)) 230661.510616) y)))

simplify3.6s

Counts
169 → 169
Iterations
IterNodes
done5000
24922
1786
0278

prune2.0s

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 31.0b

regimes2.2s

Accuracy

0% (1.2b remaining)

Error of 28.9b against oracle of 27.7b and baseline of 28.9b

bsearch0.0ms

simplify8.0ms

Iterations
IterNodes
done45
145
029

end0.0ms

sample2.3s

Algorithm
intervals
Results
1.7s8213×body80valid