Details

Time bar (total: 10.1s)

sample35.0ms

Algorithm
intervals
Results
14.0ms363×body80valid

simplify50.0ms

Counts
1 → 1
Iterations
IterNodes
done105
5105
499
371
234
115
08

prune10.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize10.0ms

Local error

Found 2 expressions with local error:

0.0b
(- (* x y) (* z y))
5.6b
(* (- (* x y) (* z y)) t)

rewrite31.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
pow1 *-un-lft-identity add-cbrt-cube associate-*l* add-exp-log add-cube-cbrt add-log-exp
associate-*r*
flip3-- distribute-rgt-out-- associate-*l/ flip--
sub-neg diff-log pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
2 → 34
Calls
2 calls:
6.0ms
(- (* x y) (* z y))
24.0ms
(* (- (* x y) (* z y)) t)

series119.0ms

Counts
2 → 6
Calls
2 calls:
51.0ms
(- (* x y) (* z y))
67.0ms
(* (- (* x y) (* z y)) t)

simplify506.0ms

Counts
40 → 40
Iterations
IterNodes
done5000
2677
1162
060

prune209.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

localize8.0ms

Local error

Found 2 expressions with local error:

0.0b
(* (- x z) t)
5.2b
(* y (* (- x z) t))

rewrite84.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt pow1 add-cbrt-cube add-exp-log
associate-*l*
*-un-lft-identity
add-cube-cbrt
associate-*r* pow-prod-down associate-*l/ prod-exp cbrt-unprod
flip3-- associate-*r/ *-commutative flip-- add-log-exp
distribute-lft-out-- difference-of-squares unswap-sqr
Counts
2 → 42
Calls
2 calls:
33.0ms
(* (- x z) t)
48.0ms
(* y (* (- x z) t))

series133.0ms

Counts
2 → 6
Calls
2 calls:
58.0ms
(* (- x z) t)
75.0ms
(* y (* (- x z) t))

simplify480.0ms

Counts
48 → 48
Iterations
IterNodes
done5001
2782
1188
077

prune279.0ms

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 0.0b

localize16.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt t)
0.6b
(cbrt t)
2.1b
(* (* (* (cbrt t) y) (* (- x z) (cbrt t))) (cbrt t))
3.8b
(* (* (cbrt t) y) (* (- x z) (cbrt t)))

rewrite215.0ms

Algorithm
rewrite-expression-head
Rules
34×pow1 add-exp-log
21×add-cbrt-cube pow-prod-down prod-exp cbrt-unprod
cbrt-prod
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
associate-*r*
associate-*l/
associate-*r/ add-log-exp
flip3-- pow1/3 associate-*l* *-commutative flip--
Counts
4 → 78
Calls
4 calls:
1.0ms
(cbrt t)
1.0ms
(cbrt t)
154.0ms
(* (* (* (cbrt t) y) (* (- x z) (cbrt t))) (cbrt t))
58.0ms
(* (* (cbrt t) y) (* (- x z) (cbrt t)))

series1.0s

Counts
4 → 12
Calls
4 calls:
260.0ms
(cbrt t)
269.0ms
(cbrt t)
125.0ms
(* (* (* (cbrt t) y) (* (- x z) (cbrt t))) (cbrt t))
349.0ms
(* (* (cbrt t) y) (* (- x z) (cbrt t)))

simplify1.3s

Counts
90 → 90
Iterations
IterNodes
done5002
22045
1358
0122

prune442.0ms

Pruning

10 alts after pruning (7 fresh and 3 done)

Merged error: 0.0b

localize33.0ms

Local error

Found 4 expressions with local error:

1.3b
(* (* (cbrt (- (* x y) (* z y))) (cbrt (- (* x y) (* z y)))) (* (cbrt (* y (- x z))) t))
8.4b
(cbrt (- (* x y) (* z y)))
8.4b
(cbrt (- (* x y) (* z y)))
8.4b
(cbrt (* y (- x z)))

rewrite194.0ms

Algorithm
rewrite-expression-head
Rules
60×cbrt-div
32×associate-*l/
30×flip3-- flip--
28×frac-times associate-*r/
16×pow1 add-exp-log
10×add-cbrt-cube
cbrt-prod
pow-prod-down prod-exp cbrt-unprod
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
add-log-exp
pow1/3
distribute-rgt-out--
associate-*r* associate-*l* *-commutative
Counts
4 → 87
Calls
4 calls:
157.0ms
(* (* (cbrt (- (* x y) (* z y))) (cbrt (- (* x y) (* z y)))) (* (cbrt (* y (- x z))) t))
9.0ms
(cbrt (- (* x y) (* z y)))
9.0ms
(cbrt (- (* x y) (* z y)))
12.0ms
(cbrt (* y (- x z)))

series1.2s

Counts
4 → 12
Calls
4 calls:
531.0ms
(* (* (cbrt (- (* x y) (* z y))) (cbrt (- (* x y) (* z y)))) (* (cbrt (* y (- x z))) t))
193.0ms
(cbrt (- (* x y) (* z y)))
191.0ms
(cbrt (- (* x y) (* z y)))
247.0ms
(cbrt (* y (- x z)))

simplify846.0ms

Counts
99 → 99
Iterations
IterNodes
done5000
21926
1588
0209

prune832.0ms

Pruning

11 alts after pruning (7 fresh and 4 done)

Merged error: 0b

regimes804.0ms

Accuracy

91.1% (0.7b remaining)

Error of 0.7b against oracle of 0.0b and baseline of 7.6b

bsearch2.0ms

simplify5.0ms

Iterations
IterNodes
done32
132
025

end0.0ms

sample1.3s

Algorithm
intervals
Results
596.0ms10731×body80valid