Details

Time bar (total: 8.4s)

sample30.0ms

Algorithm
intervals
Results
13.0ms383×body80valid

simplify61.0ms

Counts
1 → 1
Iterations

Useful iterations: 2 (6.0ms)

IterNodesCost
01315
12615
25413
38313
48813
59013
done9013

prune7.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (+ x (* y z)) (* t a))
0.0b
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
7.5b
(* (* a z) b)

rewrite56.0ms

Algorithm
rewrite-expression-head
Rules
17×add-log-exp
sum-log
pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*r* pow-prod-down prod-exp cbrt-unprod
+-commutative associate-+l+ flip3-+ flip-+
associate-*l* *-commutative
Counts
3 → 45
Calls
3 calls:
10.0ms
(+ (+ x (* y z)) (* t a))
38.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
7.0ms
(* (* a z) b)

series155.0ms

Counts
3 → 9
Calls
3 calls:
46.0ms
(+ (+ x (* y z)) (* t a))
79.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
30.0ms
(* (* a z) b)

simplify744.0ms

Counts
54 → 54
Iterations

Useful iterations: done (742.0ms)

IterNodesCost
099734
1278682
21191598
done5000590

prune142.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (+ x (* y z)) (* t a))
0.0b
(+ (+ (+ x (* y z)) (* t a)) (* a (* z b)))
4.4b
(* a (* z b))

rewrite57.0ms

Algorithm
rewrite-expression-head
Rules
17×add-log-exp
sum-log
pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*l* pow-prod-down prod-exp cbrt-unprod
+-commutative associate-+l+ flip3-+ flip-+
associate-*r* *-commutative
Counts
3 → 45
Calls
3 calls:
9.0ms
(+ (+ x (* y z)) (* t a))
38.0ms
(+ (+ (+ x (* y z)) (* t a)) (* a (* z b)))
6.0ms
(* a (* z b))

series151.0ms

Counts
3 → 9
Calls
3 calls:
43.0ms
(+ (+ x (* y z)) (* t a))
82.0ms
(+ (+ (+ x (* y z)) (* t a)) (* a (* z b)))
25.0ms
(* a (* z b))

simplify615.0ms

Counts
54 → 54
Iterations

Useful iterations: done (613.0ms)

IterNodesCost
095731
1267681
21044597
done5000589

prune125.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt b)
0.6b
(cbrt b)
2.1b
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
5.5b
(* (* a z) (* (cbrt b) (cbrt b)))

rewrite69.0ms

Algorithm
rewrite-expression-head
Rules
34×pow1 add-exp-log
21×pow-prod-down prod-exp add-cbrt-cube cbrt-unprod
cbrt-prod
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*r*
add-log-exp
pow1/3 associate-*l* *-commutative
Counts
4 → 74
Calls
4 calls:
0.0ms
(cbrt b)
1.0ms
(cbrt b)
52.0ms
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
14.0ms
(* (* a z) (* (cbrt b) (cbrt b)))

series515.0ms

Counts
4 → 12
Calls
4 calls:
186.0ms
(cbrt b)
179.0ms
(cbrt b)
49.0ms
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
101.0ms
(* (* a z) (* (cbrt b) (cbrt b)))

simplify832.0ms

Counts
86 → 86
Iterations

Useful iterations: 2 (117.0ms)

IterNodesCost
095943
1260906
21075600
done5000600

prune254.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt a)
0.5b
(cbrt a)
1.9b
(* (* (cbrt a) (cbrt a)) (* (cbrt a) (* z b)))
2.8b
(* (cbrt a) (* z b))

rewrite36.0ms

Algorithm
rewrite-expression-head
Rules
30×pow1 add-exp-log
18×pow-prod-down prod-exp add-cbrt-cube cbrt-unprod
cbrt-prod
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*l*
add-log-exp
pow1/3 associate-*r* *-commutative
Counts
4 → 71
Calls
4 calls:
0.0ms
(cbrt a)
0.0ms
(cbrt a)
26.0ms
(* (* (cbrt a) (cbrt a)) (* (cbrt a) (* z b)))
7.0ms
(* (cbrt a) (* z b))

series498.0ms

Counts
4 → 12
Calls
4 calls:
179.0ms
(cbrt a)
171.0ms
(cbrt a)
44.0ms
(* (* (cbrt a) (cbrt a)) (* (cbrt a) (* z b)))
104.0ms
(* (cbrt a) (* z b))

simplify2.7s

Counts
83 → 83
Iterations

Useful iterations: 3 (1.3s)

IterNodesCost
086800
1230771
2817537
34687439
done5000439

prune211.0ms

Pruning

6 alts after pruning (2 fresh and 4 done)

Merged error: 0.0b

regimes259.0ms

Accuracy

74.2% (0.5b remaining)

Error of 0.5b against oracle of 0.0b and baseline of 2.0b

bsearch2.0ms

simplify3.0ms

Iterations

Useful iterations: 1 (1.0ms)

IterNodesCost
02281
13567
done3567

end0.0ms

sample789.0ms

Algorithm
intervals
Results
416.0ms11895×body80valid