Details

Time bar (total: 15.8s)

sample45.0ms

Algorithm
intervals
Results
18.0ms381×body80valid

simplify229.0ms

Counts
1 → 1
Iterations

Useful iterations: 4 (85.0ms)

IterNodesCost
01315
12615
26712
313611
418010
519110
619410
done19410

prune11.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 2 expressions with local error:

0.0b
(fma z y (fma (fma z b t) a x))
1.7b
(fma (fma z b t) a x)

rewrite1.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-sqr-sqrt expm1-log1p-u add-cube-cbrt *-un-lft-identity add-cbrt-cube fma-udef log1p-expm1-u add-log-exp
Counts
2 → 20
Calls
2 calls:
0.0ms
(fma z y (fma (fma z b t) a x))
0.0ms
(fma (fma z b t) a x)

series264.0ms

Counts
2 → 6
Calls
2 calls:
149.0ms
(fma z y (fma (fma z b t) a x))
115.0ms
(fma (fma z b t) a x)

simplify2.2s

Counts
26 → 26
Iterations

Useful iterations: 3 (82.0ms)

IterNodesCost
037287
160281
2132239
3512237
43583237
done5000237

prune166.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize19.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (* y z))
0.0b
(+ (+ x (* y z)) (* t a))
0.0b
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
5.2b
(* (* a z) b)

rewrite216.0ms

Algorithm
rewrite-expression-head
Rules
20×add-log-exp
10×sum-log
pow1 add-exp-log fma-def add-cbrt-cube
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
expm1-log1p-u log1p-expm1-u
+-commutative flip3-+ associate-*r* pow-prod-down prod-exp cbrt-unprod flip-+
associate-+l+
associate-*l* *-commutative
Counts
4 → 73
Calls
4 calls:
8.0ms
(+ x (* y z))
35.0ms
(+ (+ x (* y z)) (* t a))
137.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
34.0ms
(* (* a z) b)

series270.0ms

Counts
4 → 12
Calls
4 calls:
42.0ms
(+ x (* y z))
69.0ms
(+ (+ x (* y z)) (* t a))
120.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
39.0ms
(* (* a z) b)

simplify1.3s

Counts
85 → 85
Iterations

Useful iterations: done (1.3s)

IterNodesCost
0123930
1353781
21526697
done5001662

prune322.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

localize35.0ms

Local error

Found 4 expressions with local error:

5.2b
(* (* a z) b)
16.5b
(cbrt (* (* a z) b))
16.5b
(cbrt (* (* a z) b))
16.5b
(cbrt (* (* a z) b))

rewrite82.0ms

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:
30.0ms
(* (* a z) b)
13.0ms
(cbrt (* (* a z) b))
14.0ms
(cbrt (* (* a z) b))
24.0ms
(cbrt (* (* a z) b))

series466.0ms

Counts
4 → 12
Calls
4 calls:
48.0ms
(* (* a z) b)
144.0ms
(cbrt (* (* a z) b))
130.0ms
(cbrt (* (* a z) b))
144.0ms
(cbrt (* (* a z) b))

simplify3.7s

Counts
65 → 65
Iterations

Useful iterations: done (3.7s)

IterNodesCost
080579
1183559
2626481
32140463
done5001435

prune327.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0.0b

localize21.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt b)
0.6b
(cbrt b)
1.0b
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
4.4b
(* (* a z) (* (cbrt b) (cbrt b)))

rewrite181.0ms

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)
130.0ms
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
46.0ms
(* (* a z) (* (cbrt b) (cbrt b)))

series769.0ms

Counts
4 → 12
Calls
4 calls:
291.0ms
(cbrt b)
293.0ms
(cbrt b)
57.0ms
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
128.0ms
(* (* a z) (* (cbrt b) (cbrt b)))

simplify2.1s

Counts
94 → 94
Iterations

Useful iterations: done (2.1s)

IterNodesCost
01011001
1251964
21080646
done5000561

prune325.0ms

Pruning

5 alts after pruning (1 fresh and 4 done)

Merged error: 0.0b

regimes252.0ms

Accuracy

56.9% (1.1b remaining)

Error of 1.2b against oracle of 0.0b and baseline of 2.6b

bsearch104.0ms

Steps
ItersRangePoint
10
5.5031853780884506e-248
2.9957564890924207e-237
9.108876548869237e-243
5
-4.152975783989734e-76
-1.1221285923239357e-76
-1.633099719810372e-76

simplify3.0ms

Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
02243
13234
done3234

end0.0ms

sample2.3s

Algorithm
intervals
Results
1.2s11840×body80valid