Details

Time bar (total: 10.1s)

sample16.0ms

Algorithm
intervals
Results
7.0ms256×body80valid

simplify146.0ms

Counts
1 → 1
Iterations
IterNodes
done174
8174
7170
6160
5136
488
348
227
115
07

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 13.1b

localize17.0ms

Local error

Found 1 expressions with local error:

12.8b
(/ (* (* x 2.0) y) (- x y))

rewrite24.0ms

Algorithm
rewrite-expression-head
Rules
10×add-cbrt-cube add-exp-log
add-sqr-sqrt *-un-lft-identity
associate-/r* times-frac
cbrt-undiv div-exp prod-exp add-cube-cbrt cbrt-unprod
associate-/r/ distribute-lft-out-- difference-of-squares
expm1-log1p-u pow1 clear-num frac-2neg flip3-- log1p-expm1-u div-inv flip-- associate-/l* add-log-exp
Counts
1 → 31
Calls
1 calls:
23.0ms
(/ (* (* x 2.0) y) (- x y))

series72.0ms

Counts
1 → 3
Calls
1 calls:
72.0ms
(/ (* (* x 2.0) y) (- x y))

simplify1.4s

Counts
34 → 34
Iterations
IterNodes
done5000
2878
1222
079

prune165.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0b

localize33.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (- x y))
0.6b
(cbrt (- x y))
0.6b
(cbrt (- x y))
6.3b
(* (/ (* x 2.0) (* (cbrt (- x y)) (cbrt (- x y)))) (/ y (cbrt (- x y))))

rewrite134.0ms

Algorithm
rewrite-expression-head
Rules
45×add-exp-log
43×add-sqr-sqrt
35×*-un-lft-identity
32×add-cbrt-cube
31×cbrt-prod
30×associate-*r*
27×times-frac
23×add-cube-cbrt
20×cbrt-div
18×prod-exp cbrt-unprod
13×cbrt-undiv div-exp associate-*l*
10×flip3-- associate-/r/ flip--
pow1 distribute-lft-out-- difference-of-squares
frac-times
expm1-log1p-u log1p-expm1-u add-log-exp
pow1/3 associate-*l/ associate-*r/ unswap-sqr
div-inv
pow-prod-down *-commutative
Counts
4 → 131
Calls
4 calls:
7.0ms
(cbrt (- x y))
3.0ms
(cbrt (- x y))
4.0ms
(cbrt (- x y))
107.0ms
(* (/ (* x 2.0) (* (cbrt (- x y)) (cbrt (- x y)))) (/ y (cbrt (- x y))))

series717.0ms

Counts
4 → 12
Calls
4 calls:
201.0ms
(cbrt (- x y))
217.0ms
(cbrt (- x y))
202.0ms
(cbrt (- x y))
97.0ms
(* (/ (* x 2.0) (* (cbrt (- x y)) (cbrt (- x y)))) (/ y (cbrt (- x y))))

simplify2.2s

Counts
143 → 143
Iterations
IterNodes
done5000
23121
1635
0217

prune593.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0b

localize10.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ y (- x y))
7.8b
(* (* 2.0 x) (/ y (- x y)))

rewrite44.0ms

Algorithm
rewrite-expression-head
Rules
35×add-sqr-sqrt *-un-lft-identity
30×times-frac
21×associate-*r* add-cube-cbrt
16×add-cbrt-cube add-exp-log
pow1 distribute-lft-out-- difference-of-squares
prod-exp cbrt-unprod
associate-/r*
associate-/r/
cbrt-undiv div-exp pow-prod-down associate-/l*
expm1-log1p-u flip3-- log1p-expm1-u div-inv flip-- add-log-exp
clear-num frac-2neg associate-*l* associate-*r/ *-commutative
Counts
2 → 82
Calls
2 calls:
9.0ms
(/ y (- x y))
32.0ms
(* (* 2.0 x) (/ y (- x y)))

series123.0ms

Counts
2 → 6
Calls
2 calls:
54.0ms
(/ y (- x y))
69.0ms
(* (* 2.0 x) (/ y (- x y)))

simplify1.3s

Counts
88 → 88
Iterations
IterNodes
done5000
21202
1336
0120

prune333.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

localize10.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- x y) y)
7.8b
(/ (* x 2.0) (/ (- x y) y))

rewrite39.0ms

Algorithm
rewrite-expression-head
Rules
64×times-frac
50×add-sqr-sqrt *-un-lft-identity
30×add-cube-cbrt
22×associate-/r*
16×add-cbrt-cube add-exp-log
10×distribute-lft-out-- difference-of-squares
cbrt-undiv div-exp
associate-/l*
div-inv
expm1-log1p-u pow1 clear-num frac-2neg prod-exp cbrt-unprod log1p-expm1-u add-log-exp associate-/l/
flip3-- div-sub associate-/r/ flip--
Counts
2 → 100
Calls
2 calls:
15.0ms
(/ (- x y) y)
21.0ms
(/ (* x 2.0) (/ (- x y) y))

series123.0ms

Counts
2 → 6
Calls
2 calls:
36.0ms
(/ (- x y) y)
87.0ms
(/ (* x 2.0) (/ (- x y) y))

simplify1.4s

Counts
106 → 106
Iterations
IterNodes
done5004
21426
1420
0155

prune408.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0b

regimes80.0ms

Accuracy

93.1% (0.5b remaining)

Error of 0.5b against oracle of 0.0b and baseline of 7.2b

bsearch93.0ms

Steps
ItersRangePoint
7
1.1799038613984208e-111
3.675373565137037e-110
3.623788386587476e-110
11
-55576812.421804816
-5.808948663910877e-13
-5.017767382818573e-05

simplify3.0ms

Iterations
IterNodes
done22
122
016

end0.0ms

sample609.0ms

Algorithm
intervals
Results
411.0ms8000×body80valid