Details

Time bar (total: 13.2s)

sample53.0ms

Algorithm
intervals
Results
22.0ms355×body80valid

simplify1.5s

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01717
13417
28017
321017
432317
533417
634317
736617
844517
949117
done49117

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 3.2b

localize27.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
0.2b
(* (* a 27.0) b)
0.5b
(* (* y 9.0) z)
5.8b
(* (* (* y 9.0) z) t)

rewrite164.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-exp-log add-cbrt-cube
12×pow-prod-down prod-exp cbrt-unprod
associate-*r* add-log-exp
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*l* *-commutative
associate-+l+ sum-log
+-commutative associate-+l- sub-neg flip3-+ diff-log flip-+
Counts
4 → 72
Calls
4 calls:
41.0ms
(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
30.0ms
(* (* a 27.0) b)
20.0ms
(* (* y 9.0) z)
69.0ms
(* (* (* y 9.0) z) t)

series309.0ms

Counts
4 → 12
Calls
4 calls:
213.0ms
(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
29.0ms
(* (* a 27.0) b)
20.0ms
(* (* y 9.0) z)
47.0ms
(* (* (* y 9.0) z) t)

simplify1.5s

Counts
84 → 84
Iterations

Useful iterations: done (1.5s)

IterNodesCost
0140981
1365944
21544802
done5001796

prune300.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize26.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* 27.0 (* a b)) (* 9.0 (* t (* z y))))
0.2b
(* 27.0 (* a b))
0.2b
(* 9.0 (* t (* z y)))
5.8b
(* t (* z y))

rewrite130.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-exp-log add-cbrt-cube
12×pow-prod-down prod-exp cbrt-unprod
associate-*l*
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
add-log-exp
associate-*r* *-commutative
sub-neg flip3-- diff-log flip--
Counts
4 → 69
Calls
4 calls:
21.0ms
(- (* 27.0 (* a b)) (* 9.0 (* t (* z y))))
18.0ms
(* 27.0 (* a b))
55.0ms
(* 9.0 (* t (* z y)))
35.0ms
(* t (* z y))

series198.0ms

Counts
4 → 12
Calls
4 calls:
95.0ms
(- (* 27.0 (* a b)) (* 9.0 (* t (* z y))))
26.0ms
(* 27.0 (* a b))
49.0ms
(* 9.0 (* t (* z y)))
28.0ms
(* t (* z y))

simplify1.4s

Counts
81 → 81
Iterations

Useful iterations: 2 (249.0ms)

IterNodesCost
0113841
1285796
21077678
done5001678

prune303.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize39.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* x 2.0) (- (* 27.0 (* a b)) (* (* 9.0 t) (* z y))))
0.0b
(- (* 27.0 (* a b)) (* (* 9.0 t) (* z y)))
0.2b
(* 27.0 (* a b))
5.9b
(* (* 9.0 t) (* z y))

rewrite123.0ms

Algorithm
rewrite-expression-head
Rules
21×pow1 add-exp-log add-cbrt-cube
11×pow-prod-down prod-exp cbrt-unprod add-log-exp
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*l*
sub-neg associate-+r+ diff-log associate-*r* sum-log *-commutative
+-commutative associate-+r- flip3-- flip3-+ flip-- flip-+
Counts
4 → 67
Calls
4 calls:
36.0ms
(+ (* x 2.0) (- (* 27.0 (* a b)) (* (* 9.0 t) (* z y))))
36.0ms
(- (* 27.0 (* a b)) (* (* 9.0 t) (* z y)))
21.0ms
(* 27.0 (* a b))
28.0ms
(* (* 9.0 t) (* z y))

series349.0ms

Counts
4 → 12
Calls
4 calls:
204.0ms
(+ (* x 2.0) (- (* 27.0 (* a b)) (* (* 9.0 t) (* z y))))
89.0ms
(- (* 27.0 (* a b)) (* (* 9.0 t) (* z y)))
24.0ms
(* 27.0 (* a b))
31.0ms
(* (* 9.0 t) (* z y))

simplify1.1s

Counts
79 → 79
Iterations

Useful iterations: 2 (261.0ms)

IterNodesCost
01301124
13501037
21339927
done5000927

prune257.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize19.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* a (* 27.0 b)))
0.2b
(* a (* 27.0 b))
0.5b
(* (* y 9.0) z)
5.8b
(* (* (* y 9.0) z) t)

rewrite174.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-exp-log add-cbrt-cube
12×pow-prod-down prod-exp cbrt-unprod
add-log-exp
add-sqr-sqrt add-cube-cbrt *-un-lft-identity associate-*r*
associate-*l*
*-commutative
associate-+l+ sum-log
+-commutative associate-+l- sub-neg flip3-+ diff-log flip-+
Counts
4 → 72
Calls
4 calls:
43.0ms
(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* a (* 27.0 b)))
19.0ms
(* a (* 27.0 b))
24.0ms
(* (* y 9.0) z)
83.0ms
(* (* (* y 9.0) z) t)

series369.0ms

Counts
4 → 12
Calls
4 calls:
248.0ms
(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* a (* 27.0 b)))
35.0ms
(* a (* 27.0 b))
33.0ms
(* (* y 9.0) z)
52.0ms
(* (* (* y 9.0) z) t)

simplify1.3s

Counts
84 → 84
Iterations

Useful iterations: done (1.3s)

IterNodesCost
0138978
1358943
21471801
done5001795

prune283.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

regimes843.0ms

Accuracy

78.3% (0.8b remaining)

Error of 0.8b against oracle of 0.0b and baseline of 3.5b

bsearch1.0ms

simplify5.0ms

Iterations

Useful iterations: 1 (3.0ms)

IterNodesCost
02963
14447
done4447

end0.0ms

sample2.5s

Algorithm
intervals
Results
1.5s11008×body80valid