Details

Time bar (total: 10.8s)

sample72.0ms

Algorithm
intervals
Results
28.0ms386×body80valid

simplify128.0ms

Counts
1 → 1
Iterations

Useful iterations: 2 (11.0ms)

IterNodesCost
01315
12615
25613
39613
412313
512713
done12713

prune9.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize18.0ms

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))
4.6b
(* (* a z) b)

rewrite201.0ms

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:
33.0ms
(+ (+ x (* y z)) (* t a))
139.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
26.0ms
(* (* a z) b)

series231.0ms

Counts
3 → 9
Calls
3 calls:
70.0ms
(+ (+ x (* y z)) (* t a))
122.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
39.0ms
(* (* a z) b)

simplify1.0s

Counts
54 → 54
Iterations

Useful iterations: 2 (202.0ms)

IterNodesCost
099734
1290682
22016602
done5000602

prune142.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize18.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt b)
0.5b
(cbrt b)
1.2b
(* (* (* (cbrt b) (cbrt b)) (* a z)) (cbrt b))
3.5b
(* (* (cbrt b) (cbrt b)) (* a z))

rewrite187.0ms

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:
1.0ms
(cbrt b)
1.0ms
(cbrt b)
128.0ms
(* (* (* (cbrt b) (cbrt b)) (* a z)) (cbrt b))
51.0ms
(* (* (cbrt b) (cbrt b)) (* a z))

series698.0ms

Counts
4 → 12
Calls
4 calls:
270.0ms
(cbrt b)
209.0ms
(cbrt b)
55.0ms
(* (* (* (cbrt b) (cbrt b)) (* a z)) (cbrt b))
164.0ms
(* (* (cbrt b) (cbrt b)) (* a z))

simplify1.4s

Counts
86 → 86
Iterations

Useful iterations: done (1.4s)

IterNodesCost
096933
1278897
21731635
done5000519

prune293.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

localize28.0ms

Local error

Found 4 expressions with local error:

4.6b
(* b (* a z))
15.5b
(cbrt (* b (* a z)))
15.5b
(cbrt (* b (* a z)))
15.5b
(cbrt (* b (* a z)))

rewrite90.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
add-log-exp
cbrt-prod pow1/3 associate-*l* pow-prod-down prod-exp cbrt-unprod
associate-*r* *-commutative
Counts
4 → 45
Calls
4 calls:
31.0ms
(* b (* a z))
20.0ms
(cbrt (* b (* a z)))
19.0ms
(cbrt (* b (* a z)))
18.0ms
(cbrt (* b (* a z)))

series398.0ms

Counts
4 → 12
Calls
4 calls:
48.0ms
(* b (* a z))
142.0ms
(cbrt (* b (* a z)))
102.0ms
(cbrt (* b (* a z)))
107.0ms
(cbrt (* b (* a z)))

simplify1.4s

Counts
57 → 57
Iterations

Useful iterations: done (1.4s)

IterNodesCost
075522
1178507
2570432
32259408
done5000389

prune311.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0.0b

localize23.0ms

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)))
4.9b
(* a (* z b))

rewrite190.0ms

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:
38.0ms
(+ (+ x (* y z)) (* t a))
124.0ms
(+ (+ (+ x (* y z)) (* t a)) (* a (* z b)))
25.0ms
(* a (* z b))

series237.0ms

Counts
3 → 9
Calls
3 calls:
64.0ms
(+ (+ x (* y z)) (* t a))
132.0ms
(+ (+ (+ x (* y z)) (* t a)) (* a (* z b)))
40.0ms
(* a (* z b))

simplify969.0ms

Counts
54 → 54
Iterations

Useful iterations: 2 (189.0ms)

IterNodesCost
095731
1272681
21575601
done5000601

prune169.0ms

Pruning

7 alts after pruning (3 fresh and 4 done)

Merged error: 0.0b

regimes304.0ms

Accuracy

86.7% (0.3b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 2.2b

bsearch104.0ms

Steps
ItersRangePoint
7
2.144722660572304e+45
6.4210733825952e+46
5.207363882734845e+45
8
-3.4704685986942793e-28
-5.744670383842665e-31
-6.443929933701576e-29

simplify4.0ms

Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
02253
13539
done3539

end0.0ms

sample2.1s

Algorithm
intervals
Results
1.2s11920×body80valid