Details

Time bar (total: 13.6s)

sample51.0ms

Algorithm
intervals
Results
27.0ms349×body80valid

simplify3.1s

Counts
1 → 1
Iterations
IterNodes
done5001
134795
123891
112792
101999
91375
81132
71004
6743
5510
4336
3192
280
134
017

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 3.2b

localize30.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* x 2.0) (* (* (* y 9.0) z) t))
0.1b
(* (* y 9.0) z)
0.2b
(* (* a 27.0) b)
5.0b
(* (* (* y 9.0) z) t)

rewrite98.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-cbrt-cube add-exp-log
12×pow-prod-down prod-exp cbrt-unprod
associate-*r*
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
add-log-exp
insert-posit16
associate-*l* *-commutative
sub-neg flip3-- diff-log flip--
Counts
4 → 73
Calls
4 calls:
7.0ms
(- (* x 2.0) (* (* (* y 9.0) z) t))
15.0ms
(* (* y 9.0) z)
18.0ms
(* (* a 27.0) b)
57.0ms
(* (* (* y 9.0) z) t)

series169.0ms

Counts
4 → 12
Calls
4 calls:
90.0ms
(- (* x 2.0) (* (* (* y 9.0) z) t))
20.0ms
(* (* y 9.0) z)
25.0ms
(* (* a 27.0) b)
34.0ms
(* (* (* y 9.0) z) t)

simplify1.2s

Counts
85 → 85
Iterations
IterNodes
done5001
21266
1361
0137

prune454.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize36.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* x 2.0) (* (* y (* 9.0 z)) t))
0.2b
(* (* a 27.0) b)
0.2b
(* y (* 9.0 z))
5.0b
(* (* y (* 9.0 z)) t)

rewrite105.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-cbrt-cube add-exp-log
12×pow-prod-down prod-exp cbrt-unprod
add-sqr-sqrt *-un-lft-identity associate-*r* add-cube-cbrt
add-log-exp
associate-*l*
insert-posit16
*-commutative
sub-neg flip3-- diff-log flip--
Counts
4 → 73
Calls
4 calls:
10.0ms
(- (* x 2.0) (* (* y (* 9.0 z)) t))
20.0ms
(* (* a 27.0) b)
22.0ms
(* y (* 9.0 z))
52.0ms
(* (* y (* 9.0 z)) t)

series185.0ms

Counts
4 → 12
Calls
4 calls:
93.0ms
(- (* x 2.0) (* (* y (* 9.0 z)) t))
30.0ms
(* (* a 27.0) b)
23.0ms
(* y (* 9.0 z))
39.0ms
(* (* y (* 9.0 z)) t)

simplify1.5s

Counts
85 → 85
Iterations
IterNodes
done5005
21337
1353
0135

prune493.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize38.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* x 2.0) (* 9.0 (* t (* z y))))
0.2b
(* 9.0 (* t (* z y)))
0.2b
(* (* a 27.0) b)
5.1b
(* t (* z y))

rewrite110.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-cbrt-cube add-exp-log
12×pow-prod-down prod-exp cbrt-unprod
add-sqr-sqrt *-un-lft-identity associate-*l* add-cube-cbrt
add-log-exp
associate-*r*
insert-posit16
*-commutative
sub-neg flip3-- diff-log flip--
Counts
4 → 73
Calls
4 calls:
14.0ms
(- (* x 2.0) (* 9.0 (* t (* z y))))
47.0ms
(* 9.0 (* t (* z y)))
27.0ms
(* (* a 27.0) b)
20.0ms
(* t (* z y))

series198.0ms

Counts
4 → 12
Calls
4 calls:
104.0ms
(- (* x 2.0) (* 9.0 (* t (* z y))))
34.0ms
(* 9.0 (* t (* z y)))
22.0ms
(* (* a 27.0) b)
37.0ms
(* t (* z y))

simplify1.3s

Counts
85 → 85
Iterations
IterNodes
done5003
21143
1328
0129

prune459.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize43.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* x 2.0) (* (* y (* 9.0 z)) t))
0.2b
(* y (* 9.0 z))
0.3b
(* 27.0 (* a b))
5.0b
(* (* y (* 9.0 z)) t)

rewrite91.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-cbrt-cube add-exp-log
12×pow-prod-down prod-exp cbrt-unprod
add-sqr-sqrt *-un-lft-identity associate-*l* add-cube-cbrt
add-log-exp
associate-*r*
insert-posit16
*-commutative
sub-neg flip3-- diff-log flip--
Counts
4 → 73
Calls
4 calls:
7.0ms
(- (* x 2.0) (* (* y (* 9.0 z)) t))
13.0ms
(* y (* 9.0 z))
19.0ms
(* 27.0 (* a b))
51.0ms
(* (* y (* 9.0 z)) t)

series161.0ms

Counts
4 → 12
Calls
4 calls:
87.0ms
(- (* x 2.0) (* (* y (* 9.0 z)) t))
20.0ms
(* y (* 9.0 z))
23.0ms
(* 27.0 (* a b))
30.0ms
(* (* y (* 9.0 z)) t)

simplify1.2s

Counts
85 → 85
Iterations
IterNodes
done5005
21231
1336
0131

prune334.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

regimes1.0s

Accuracy

79.9% (0.7b remaining)

Error of 0.7b against oracle of 0.0b and baseline of 3.6b

bsearch2.0ms

simplify12.0ms

Iterations
IterNodes
done48
148
031

end0.0ms

sample1.3s

Algorithm
intervals
Results
955.0ms11023×body80valid