Details

Time bar (total: 15.2s)

sample68.0ms

Algorithm
intervals
Results
28.0ms397×body80valid

simplify208.0ms

Counts
1 → 1
Iterations

Useful iterations: 4 (85.0ms)

IterNodesCost
01315
12615
26712
313611
418010
519110
619410
done19410

prune8.0ms

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)

rewrite158.0ms

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:
28.0ms
(+ (+ x (* y z)) (* t a))
105.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
23.0ms
(* (* a z) b)

series240.0ms

Counts
3 → 9
Calls
3 calls:
70.0ms
(+ (+ x (* y z)) (* t a))
137.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
33.0ms
(* (* a z) b)

simplify1.1s

Counts
66 → 66
Iterations

Useful iterations: done (1.1s)

IterNodesCost
0105798
1293701
21332595
done5001560

prune252.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize33.0ms

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))

rewrite94.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
expm1-log1p-u log1p-expm1-u add-log-exp
cbrt-prod pow1/3 associate-*r* pow-prod-down prod-exp cbrt-unprod
associate-*l* *-commutative
Counts
4 → 53
Calls
4 calls:
25.0ms
(* (* a z) b)
19.0ms
(cbrt (* (* a z) b))
28.0ms
(cbrt (* (* a z) b))
19.0ms
(cbrt (* (* a z) b))

series436.0ms

Counts
4 → 12
Calls
4 calls:
38.0ms
(* (* a z) b)
141.0ms
(cbrt (* (* a z) b))
123.0ms
(cbrt (* (* a z) b))
134.0ms
(cbrt (* (* a z) b))

simplify3.6s

Counts
65 → 65
Iterations

Useful iterations: done (3.6s)

IterNodesCost
080579
1183559
2626481
32140463
done5001435

prune306.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

localize37.0ms

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))

rewrite73.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log cbrt-prod add-sqr-sqrt expm1-log1p-u add-cube-cbrt *-un-lft-identity pow1/3 add-cbrt-cube log1p-expm1-u add-log-exp
Counts
4 → 44
Calls
4 calls:
12.0ms
(cbrt (* (* a z) b))
14.0ms
(cbrt (* (* a z) b))
21.0ms
(cbrt (* (* a z) b))
24.0ms
(cbrt (* (* a z) b))

series491.0ms

Counts
4 → 12
Calls
4 calls:
112.0ms
(cbrt (* (* a z) b))
113.0ms
(cbrt (* (* a z) b))
131.0ms
(cbrt (* (* a z) b))
134.0ms
(cbrt (* (* a z) b))

simplify2.4s

Counts
56 → 56
Iterations

Useful iterations: done (2.4s)

IterNodesCost
050552
1107540
2270484
3789468
42170412
done5000404

prune333.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0b

localize57.0ms

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))

rewrite66.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log cbrt-prod add-sqr-sqrt expm1-log1p-u add-cube-cbrt *-un-lft-identity pow1/3 add-cbrt-cube log1p-expm1-u add-log-exp
Counts
4 → 44
Calls
4 calls:
16.0ms
(cbrt (* (* a z) b))
15.0ms
(cbrt (* (* a z) b))
28.0ms
(cbrt (* (* a z) b))
5.0ms
(cbrt (* a z))

series462.0ms

Counts
4 → 12
Calls
4 calls:
112.0ms
(cbrt (* (* a z) b))
124.0ms
(cbrt (* (* a z) b))
131.0ms
(cbrt (* (* a z) b))
94.0ms
(cbrt (* a z))

simplify1.7s

Counts
56 → 56
Iterations

Useful iterations: done (1.7s)

IterNodesCost
069510
1146499
2353448
3970429
42494379
done5001372

prune378.0ms

Pruning

6 alts after pruning (2 fresh and 4 done)

Merged error: 0b

regimes457.0ms

Accuracy

81.9% (0.4b remaining)

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

bsearch89.0ms

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

simplify6.0ms

Iterations

Useful iterations: 1 (3.0ms)

IterNodesCost
02243
13234
done3234

end0.0ms

sample2.1s

Algorithm
intervals
Results
1.2s11932×body80valid