Details

Time bar (total: 9.8s)

sample31.0ms

Algorithm
intervals
Results
13.0ms383×body80valid

simplify131.0ms

Counts
1 → 1
Iterations

Useful iterations: 4 (44.0ms)

IterNodesCost
01315
12615
26512
312611
416210
517110
617410
done17410

prune9.0ms

Pruning

2 alts after pruning (2 fresh and 0 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))
7.5b
(* (* a z) b)

rewrite65.0ms

Algorithm
rewrite-expression-head
Rules
17×add-log-exp
sum-log
pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt add-cube-cbrt fma-def *-un-lft-identity
expm1-log1p-u associate-*r* pow-prod-down prod-exp cbrt-unprod log1p-expm1-u
+-commutative associate-+l+ flip3-+ flip-+
associate-*l* *-commutative
Counts
3 → 57
Calls
3 calls:
10.0ms
(+ (+ x (* y z)) (* t a))
46.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
7.0ms
(* (* a z) b)

series172.0ms

Counts
3 → 9
Calls
3 calls:
54.0ms
(+ (+ x (* y z)) (* t a))
90.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
28.0ms
(* (* a z) b)

simplify857.0ms

Counts
66 → 66
Iterations

Useful iterations: done (855.0ms)

IterNodesCost
0105798
1295701
21275595
done5001593

prune226.0ms

Pruning

6 alts after pruning (5 fresh and 1 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)) (pow (* a (* z b)) 1))
4.4b
(* a (* z b))

rewrite67.0ms

Algorithm
rewrite-expression-head
Rules
17×add-log-exp
sum-log
pow1 add-exp-log *-un-lft-identity add-cbrt-cube
add-sqr-sqrt add-cube-cbrt fma-def
expm1-log1p-u associate-*l* pow-prod-down prod-exp cbrt-unprod log1p-expm1-u
+-commutative associate-+l+ flip3-+ flip-+
associate-*r* *-commutative distribute-lft-out
Counts
3 → 58
Calls
3 calls:
11.0ms
(+ (+ x (* y z)) (* t a))
49.0ms
(+ (+ (+ x (* y z)) (* t a)) (pow (* a (* z b)) 1))
6.0ms
(* a (* z b))

series176.0ms

Counts
3 → 9
Calls
3 calls:
55.0ms
(+ (+ x (* y z)) (* t a))
93.0ms
(+ (+ (+ x (* y z)) (* t a)) (pow (* a (* z b)) 1))
28.0ms
(* a (* z b))

simplify704.0ms

Counts
67 → 67
Iterations

Useful iterations: done (702.0ms)

IterNodesCost
0105858
1292710
21177604
done5000598

prune245.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

localize16.0ms

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)))

rewrite75.0ms

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*
expm1-log1p-u log1p-expm1-u add-log-exp
pow1/3 associate-*l* *-commutative
Counts
4 → 82
Calls
4 calls:
1.0ms
(cbrt b)
1.0ms
(cbrt b)
56.0ms
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
15.0ms
(* (* a z) (* (cbrt b) (cbrt b)))

series595.0ms

Counts
4 → 12
Calls
4 calls:
210.0ms
(cbrt b)
206.0ms
(cbrt b)
58.0ms
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
122.0ms
(* (* a z) (* (cbrt b) (cbrt b)))

simplify936.0ms

Counts
94 → 94
Iterations

Useful iterations: 2 (118.0ms)

IterNodesCost
01011001
1266964
21085646
done5000646

prune335.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0.0b

localize17.0ms

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))

rewrite43.0ms

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*
expm1-log1p-u log1p-expm1-u add-log-exp
pow1/3 associate-*r* *-commutative
Counts
4 → 79
Calls
4 calls:
1.0ms
(cbrt a)
1.0ms
(cbrt a)
32.0ms
(* (* (cbrt a) (cbrt a)) (* (cbrt a) (* z b)))
7.0ms
(* (cbrt a) (* z b))

series585.0ms

Counts
4 → 12
Calls
4 calls:
203.0ms
(cbrt a)
212.0ms
(cbrt a)
50.0ms
(* (* (cbrt a) (cbrt a)) (* (cbrt a) (* z b)))
119.0ms
(* (cbrt a) (* z b))

simplify3.0s

Counts
91 → 91
Iterations

Useful iterations: 3 (1.5s)

IterNodesCost
092852
1236823
2825581
34667477
done5000477

prune311.0ms

Pruning

6 alts after pruning (2 fresh and 4 done)

Merged error: 0.0b

regimes302.0ms

Accuracy

74.2% (0.5b remaining)

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

bsearch2.0ms

simplify7.0ms

Iterations

Useful iterations: 1 (5.0ms)

IterNodesCost
02485
13967
done3967

end0.0ms

sample835.0ms

Algorithm
intervals
Results
434.0ms11895×body80valid