Details

Time bar (total: 13.6s)

sample85.0ms

Algorithm
intervals
Results
57.0ms349×body80valid

simplify2.6s

Counts
1 → 1
Iterations
IterNodes
done5000
92305
81147
71062
6946
5556
4338
3210
280
134
017

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 3.2b

localize41.0ms

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)

rewrite116.0ms

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:
10.0ms
(- (* x 2.0) (* (* (* y 9.0) z) t))
20.0ms
(* (* y 9.0) z)
23.0ms
(* (* a 27.0) b)
61.0ms
(* (* (* y 9.0) z) t)

series202.0ms

Counts
4 → 12
Calls
4 calls:
102.0ms
(- (* x 2.0) (* (* (* y 9.0) z) t))
28.0ms
(* (* y 9.0) z)
32.0ms
(* (* a 27.0) b)
40.0ms
(* (* (* y 9.0) z) t)

simplify1.2s

Counts
85 → 85
Iterations
IterNodes
done5005
21394
1361
0137

prune403.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize28.0ms

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)

rewrite370.0ms

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:
291.0ms
(- (* x 2.0) (* (* y (* 9.0 z)) t))
20.0ms
(* (* a 27.0) b)
19.0ms
(* y (* 9.0 z))
39.0ms
(* (* y (* 9.0 z)) t)

series179.0ms

Counts
4 → 12
Calls
4 calls:
84.0ms
(- (* x 2.0) (* (* y (* 9.0 z)) t))
29.0ms
(* (* a 27.0) b)
27.0ms
(* y (* 9.0 z))
39.0ms
(* (* y (* 9.0 z)) t)

simplify1.2s

Counts
85 → 85
Iterations
IterNodes
done5001
21456
1353
0135

prune496.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize31.0ms

Local error

Found 4 expressions with local error:

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

rewrite82.0ms

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:
9.0ms
(- (* 2.0 x) (* 9.0 (* t (* z y))))
32.0ms
(* 9.0 (* t (* z y)))
21.0ms
(* (* a 27.0) b)
18.0ms
(* t (* z y))

series194.0ms

Counts
4 → 12
Calls
4 calls:
86.0ms
(- (* 2.0 x) (* 9.0 (* t (* z y))))
40.0ms
(* 9.0 (* t (* z y)))
31.0ms
(* (* a 27.0) b)
36.0ms
(* t (* z y))

simplify1.2s

Counts
85 → 85
Iterations
IterNodes
done5001
21236
1326
0127

prune505.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize35.0ms

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)

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:
11.0ms
(- (* x 2.0) (* (* y (* 9.0 z)) t))
20.0ms
(* y (* 9.0 z))
20.0ms
(* 27.0 (* a b))
58.0ms
(* (* y (* 9.0 z)) t)

series173.0ms

Counts
4 → 12
Calls
4 calls:
85.0ms
(- (* x 2.0) (* (* y (* 9.0 z)) t))
22.0ms
(* y (* 9.0 z))
22.0ms
(* 27.0 (* a b))
44.0ms
(* (* y (* 9.0 z)) t)

simplify1.3s

Counts
85 → 85
Iterations
IterNodes
done5000
21339
1336
0131

prune372.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

regimes881.0ms

Accuracy

79.9% (0.7b remaining)

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

bsearch1.0ms

simplify7.0ms

Iterations
IterNodes
done48
148
032

end0.0ms

sample1.8s

Algorithm
intervals
Results
1.3s11023×body80valid