Details

Time bar (total: 16.8s)

sample55.0ms

Algorithm
intervals
Results
22.0ms397×body80valid

simplify133.0ms

Counts
1 → 1
Iterations

Useful iterations: 2 (13.0ms)

IterNodesCost
01315
12615
25613
39313
410813
510913
done10913

prune11.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize15.0ms

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))
5.9b
(* (* a z) b)

rewrite193.0ms

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:
27.0ms
(+ (+ x (* y z)) (* t a))
134.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
29.0ms
(* (* a z) b)

series208.0ms

Counts
3 → 9
Calls
3 calls:
66.0ms
(+ (+ x (* y z)) (* t a))
105.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
37.0ms
(* (* a z) b)

simplify860.0ms

Counts
54 → 54
Iterations

Useful iterations: done (859.0ms)

IterNodesCost
099734
1276682
21242598
done5001590

prune247.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize41.0ms

Local error

Found 4 expressions with local error:

5.9b
(* (* a z) b)
10.7b
(cbrt (* (* a z) b))
10.7b
(cbrt (* (* a z) b))
10.7b
(cbrt (* (* a z) b))

rewrite70.0ms

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-*r* pow-prod-down prod-exp cbrt-unprod
associate-*l* *-commutative
Counts
4 → 45
Calls
4 calls:
18.0ms
(* (* a z) b)
13.0ms
(cbrt (* (* a z) b))
21.0ms
(cbrt (* (* a z) b))
17.0ms
(cbrt (* (* a z) b))

series436.0ms

Counts
4 → 12
Calls
4 calls:
41.0ms
(* (* a z) b)
133.0ms
(cbrt (* (* a z) b))
130.0ms
(cbrt (* (* a z) b))
131.0ms
(cbrt (* (* a z) b))

simplify6.0s

Counts
57 → 57
Iterations

Useful iterations: 4 (4.7s)

IterNodesCost
076525
1179505
2621427
32079409
44954379
done5001379

prune261.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

localize33.0ms

Local error

Found 4 expressions with local error:

10.7b
(cbrt (* (* a z) b))
10.7b
(cbrt (* (* a z) b))
10.7b
(cbrt (* (* a z) b))
10.7b
(cbrt (* (* a z) b))

rewrite71.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log cbrt-prod add-sqr-sqrt add-cube-cbrt *-un-lft-identity pow1/3 add-cbrt-cube add-log-exp
Counts
4 → 36
Calls
4 calls:
18.0ms
(cbrt (* (* a z) b))
14.0ms
(cbrt (* (* a z) b))
26.0ms
(cbrt (* (* a z) b))
13.0ms
(cbrt (* (* a z) b))

series507.0ms

Counts
4 → 12
Calls
4 calls:
123.0ms
(cbrt (* (* a z) b))
116.0ms
(cbrt (* (* a z) b))
120.0ms
(cbrt (* (* a z) b))
148.0ms
(cbrt (* (* a z) b))

simplify2.5s

Counts
48 → 48
Iterations

Useful iterations: done (2.5s)

IterNodesCost
048496
1105484
2261428
3755412
42056356
done5000348

prune264.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0.0b

localize34.0ms

Local error

Found 4 expressions with local error:

10.7b
(cbrt (* (* a z) b))
10.7b
(cbrt (* (* a z) b))
10.7b
(cbrt (* (* a z) b))
11.1b
(cbrt (* a z))

rewrite56.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log cbrt-prod add-sqr-sqrt add-cube-cbrt *-un-lft-identity pow1/3 add-cbrt-cube add-log-exp
Counts
4 → 36
Calls
4 calls:
18.0ms
(cbrt (* (* a z) b))
13.0ms
(cbrt (* (* a z) b))
20.0ms
(cbrt (* (* a z) b))
4.0ms
(cbrt (* a z))

series431.0ms

Counts
4 → 12
Calls
4 calls:
110.0ms
(cbrt (* (* a z) b))
131.0ms
(cbrt (* (* a z) b))
100.0ms
(cbrt (* (* a z) b))
89.0ms
(cbrt (* a z))

simplify1.7s

Counts
48 → 48
Iterations

Useful iterations: done (1.7s)

IterNodesCost
065458
1142447
2337396
3921377
42370327
done5001320

prune370.0ms

Pruning

6 alts after pruning (2 fresh and 4 done)

Merged error: 0.0b

regimes336.0ms

Accuracy

82.1% (0.4b remaining)

Error of 0.4b against oracle of 0.0b and baseline of 2.1b

bsearch82.0ms

Steps
ItersRangePoint
9
6.238119299815474e+118
2.5560167260369036e+125
6.324662990263947e+118
3
-5.697631814876105e-29
-4.160333268533682e-29
-4.53934499841231e-29

simplify4.0ms

Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
02349
13737
done3737

end0.0ms

sample1.9s

Algorithm
intervals
Results
930.0ms11932×body80valid