Details

sample30.0ms

Algorithm

intervals

Results

13.0ms

391×

body

valid

simplify94.0ms

Counts

1 → 1

Iterations

Useful iterations: 4 (34.0ms)

Iter	Nodes	Cost
0	13	15
1	26	15
2	65	12
3	129	11
4	171	10
5	180	10
6	183	10
done	183	10

prune8.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 4 expressions with local error:

0.0b	(+ x (* y z))
0.0b	(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
0.0b	(+ (+ x (* y z)) (* t a))
5.8b	(* (* a z) b)

rewrite64.0ms

Algorithm

rewrite-expression-head

Rules

20×	`add-log-exp`
10×	`sum-log`
9×	`pow1` `add-exp-log` `fma-def` `add-cbrt-cube`
8×	`add-sqr-sqrt` `add-cube-cbrt` `*-un-lft-identity`
4×	`expm1-log1p-u` `log1p-expm1-u`
3×	`+-commutative` `flip3-+` `associate-r` `pow-prod-down` `prod-exp` `cbrt-unprod` `flip-+`
2×	`associate-+l+`
1×	`associate-l` `*-commutative`

Counts

4 → 73

Calls

4 calls:

2.0ms	(+ x (* y z))
43.0ms	(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
10.0ms	(+ (+ x (* y z)) (* t a))
6.0ms	(* (* a z) b)

series182.0ms

Counts

4 → 12

Calls

4 calls:

24.0ms	(+ x (* y z))
84.0ms	(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
48.0ms	(+ (+ x (* y z)) (* t a))
26.0ms	(* (* a z) b)

simplify580.0ms

Counts

85 → 85

Iterations

Useful iterations: 2 (112.0ms)

Iter	Nodes	Cost
0	123	930
1	365	781
2	1528	697
done	5001	697

prune249.0ms

Pruning

2 alts after pruning (1 fresh and 1 done)

Merged error: 0.0b

localize9.0ms

Local error

Found 1 expressions with local error:

1.9b	(fma a (fma z b t) (fma y z x))

rewrite1.0ms

Algorithm

rewrite-expression-head

Rules

1×	`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

1 → 10

Calls

1 calls:

0.0ms

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

series89.0ms

Counts

1 → 3

Calls

1 calls:

89.0ms

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

simplify542.0ms

Counts

13 → 13

Iterations

Useful iterations: 3 (27.0ms)

Iter	Nodes	Cost
0	26	165
1	43	161
2	89	139
3	266	137
4	1484	137
done	5000	137

prune44.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.0b

localize7.0ms

Local error

Found 2 expressions with local error:

0.0b	(fma z y (* a (fma z b t)))
2.0b	(* a (fma z b t))

rewrite4.0ms

Algorithm

rewrite-expression-head

Rules

6×	`add-sqr-sqrt`
4×	`pow1` `add-exp-log` `add-cube-cbrt` `*-un-lft-identity` `add-cbrt-cube`
3×	`associate-r` `associate-l` `fma-udef`
2×	`expm1-log1p-u` `log1p-expm1-u` `add-log-exp`
1×	`distribute-rgt-in` `distribute-lft-in` `pow-prod-down` `prod-exp` `*-commutative` `cbrt-unprod` `unswap-sqr`

Counts

2 → 32

Calls

2 calls:

0.0ms	(fma z y (* a (fma z b t)))
3.0ms	(* a (fma z b t))

series101.0ms

Counts

2 → 6

Calls

2 calls:

61.0ms	(fma z y (* a (fma z b t)))
40.0ms	(* a (fma z b t))

simplify2.9s

Counts

38 → 38

Iterations

Useful iterations: 2 (29.0ms)

Iter	Nodes	Cost
0	56	362
1	103	353
2	344	303
3	1127	303
4	4050	303
done	5000	303

prune100.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0b

localize10.0ms

Local error

Found 4 expressions with local error:

0.1b	(* a (sqrt (fma z b t)))
0.2b	(* (* a (sqrt (fma z b t))) (sqrt (fma z b t)))
1.0b	(sqrt (fma z b t))
1.0b	(sqrt (fma z b t))

rewrite18.0ms

Algorithm

rewrite-expression-head

Rules

17×	`add-sqr-sqrt`
13×	`pow1` `sqrt-prod`
12×	`associate-r`
11×	`add-exp-log` `add-cube-cbrt` `*-un-lft-identity` `add-cbrt-cube`
4×	`expm1-log1p-u` `associate-l` `pow-prod-down` `prod-exp` `cbrt-unprod` `log1p-expm1-u` `add-log-exp`
2×	`rem-sqrt-square` `sqrt-pow1` `pow1/2` `*-commutative` `unswap-sqr`

Counts

4 → 77

Calls

4 calls:

4.0ms	(* a (sqrt (fma z b t)))
10.0ms	(* (* a (sqrt (fma z b t))) (sqrt (fma z b t)))
1.0ms	(sqrt (fma z b t))
1.0ms	(sqrt (fma z b t))

series274.0ms

Counts

4 → 12

Calls

4 calls:

87.0ms	(* a (sqrt (fma z b t)))
41.0ms	(* (* a (sqrt (fma z b t))) (sqrt (fma z b t)))
72.0ms	(sqrt (fma z b t))
73.0ms	(sqrt (fma z b t))

simplify2.6s

Counts

89 → 89

Iterations

Useful iterations: 3 (493.0ms)

Iter	Nodes	Cost
0	107	1076
1	275	843
2	1019	749
3	4529	729
done	5000	729

prune257.0ms

Pruning

3 alts after pruning (0 fresh and 3 done)

Merged error: 0b

regimes190.0ms

Accuracy

39.5% (1.2b remaining)

Error of 1.2b against oracle of 0.0b and baseline of 1.9b

bsearch52.0ms

Steps

Iters	Range		Point
7	-2.0161767902339397e+80	-4.7702391630974086e+78	-1.6703230867618247e+79

simplify2.0ms

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	19	29
1	26	29
done	26	29

end0.0ms

sample828.0ms

Algorithm

intervals

Results

432.0ms

11778×

body

valid