Details

sample71.0ms

Algorithm

intervals

Results

44.0ms

345×

body

valid

simplify6.4s

Counts

1 → 1

Iterations

Iter	Nodes
done	5000
12	4854
11	3636
10	2752
9	2110
8	1794
7	1579
6	1259
5	785
4	479
3	234
2	90
1	35
0	17

prune19.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize40.0ms

Local error

Found 4 expressions with local error:

0.0b	(- (* x 2.0) (* (* (* y 9.0) z) t))
0.2b	(* (* a 27.0) b)
0.2b	(* (* y 9.0) z)
4.1b	(* (* (* y 9.0) z) t)

rewrite100.0ms

Algorithm

rewrite-expression-head

Rules

23×	`pow1` `add-cbrt-cube` `add-exp-log`
12×	`pow-prod-down` `prod-exp` `cbrt-unprod`
9×	`associate-r`
7×	`add-sqr-sqrt` `*-un-lft-identity` `add-cube-cbrt`
6×	`add-log-exp`
4×	`expm1-log1p-u` `insert-posit16` `log1p-expm1-u`
3×	`associate-l` `*-commutative`
1×	`sub-neg` `flip3--` `fma-neg` `diff-log` `prod-diff` `flip--`

Counts

4 → 83

Calls

4 calls:

10.0ms	(- (* x 2.0) (* (* (* y 9.0) z) t))
15.0ms	(* (* a 27.0) b)
23.0ms	(* (* y 9.0) z)
49.0ms	(* (* (* y 9.0) z) t)

series303.0ms

Counts

4 → 12

Calls

4 calls:

163.0ms	(- (* x 2.0) (* (* (* y 9.0) z) t))
43.0ms	(* (* a 27.0) b)
42.0ms	(* (* y 9.0) z)
55.0ms	(* (* (* y 9.0) z) t)

simplify1.5s

Counts

95 → 95

Iterations

Iter	Nodes
done	5001
2	1334
1	388
0	150

prune589.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize36.0ms

Local error

Found 4 expressions with local error:

0.0b	(- (* x 2.0) (* (* y 9.0) (* z t)))
0.0b	(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* (* a 27.0) b))
0.2b	(* (* a 27.0) b)
5.0b	(* (* y 9.0) (* z t))

rewrite134.0ms

Algorithm

rewrite-expression-head

Rules

21×	`pow1` `add-cbrt-cube` `add-exp-log`
11×	`pow-prod-down` `prod-exp` `cbrt-unprod` `add-log-exp`
6×	`add-sqr-sqrt` `*-un-lft-identity` `add-cube-cbrt`
4×	`expm1-log1p-u` `associate-r` `insert-posit16` `log1p-expm1-u`
3×	`associate-+l+` `fma-def`
2×	`sum-log` `sub-neg` `diff-log` `associate-l` `prod-diff` `*-commutative`
1×	`+-commutative` `flip3-+` `flip3--` `fma-neg` `associate-+l-` `flip-+` `flip--`

Counts

4 → 85

Calls

4 calls:

9.0ms	(- (* x 2.0) (* (* y 9.0) (* z t)))
48.0ms	(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* (* a 27.0) b))
30.0ms	(* (* a 27.0) b)
45.0ms	(* (* y 9.0) (* z t))

series465.0ms

Counts

4 → 12

Calls

4 calls:

121.0ms	(- (* x 2.0) (* (* y 9.0) (* z t)))
246.0ms	(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* (* a 27.0) b))
43.0ms	(* (* a 27.0) b)
55.0ms	(* (* y 9.0) (* z t))

simplify1.9s

Counts

97 → 97

Iterations

Iter	Nodes
done	5001
2	1734
1	425
0	156

prune645.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

localize40.0ms

Local error

Found 4 expressions with local error:

0.0b	(- (* a (* 27.0 b)) (* y (* z (* 9.0 t))))
0.2b	(* a (* 27.0 b))
0.4b	(* z (* 9.0 t))
4.9b	(* y (* z (* 9.0 t)))

rewrite135.0ms

Algorithm

rewrite-expression-head

Rules

23×	`pow1` `add-cbrt-cube` `add-exp-log`
12×	`pow-prod-down` `prod-exp` `cbrt-unprod`
9×	`associate-l`
7×	`add-sqr-sqrt` `*-un-lft-identity` `add-cube-cbrt`
6×	`add-log-exp`
4×	`expm1-log1p-u` `insert-posit16` `log1p-expm1-u`
3×	`associate-r` `*-commutative`
1×	`sub-neg` `flip3--` `fma-neg` `diff-log` `prod-diff` `flip--`

Counts

4 → 83

Calls

4 calls:

33.0ms	(- (* a (* 27.0 b)) (* y (* z (* 9.0 t))))
17.0ms	(* a (* 27.0 b))
14.0ms	(* z (* 9.0 t))
70.0ms	(* y (* z (* 9.0 t)))

series230.0ms

Counts

4 → 12

Calls

4 calls:

124.0ms	(- (* a (* 27.0 b)) (* y (* z (* 9.0 t))))
38.0ms	(* a (* 27.0 b))
24.0ms	(* z (* 9.0 t))
43.0ms	(* y (* z (* 9.0 t)))

simplify1.8s

Counts

95 → 95

Iterations

Iter	Nodes
done	5007
2	1235
1	337
0	138

prune546.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

localize42.0ms

Local error

Found 4 expressions with local error:

0.0b	(- (* 27.0 (* a b)) (* 9.0 (* t (* z y))))
0.2b	(* 9.0 (* t (* z y)))
0.2b	(* 27.0 (* a b))
4.1b	(* t (* z y))

rewrite116.0ms

Algorithm

rewrite-expression-head

Rules

23×	`pow1` `add-cbrt-cube` `add-exp-log`
12×	`pow-prod-down` `prod-exp` `cbrt-unprod`
9×	`associate-l`
7×	`add-sqr-sqrt` `*-un-lft-identity` `add-cube-cbrt`
6×	`add-log-exp`
4×	`expm1-log1p-u` `insert-posit16` `log1p-expm1-u`
3×	`associate-r` `*-commutative`
1×	`sub-neg` `flip3--` `fma-neg` `diff-log` `prod-diff` `flip--`

Counts

4 → 83

Calls

4 calls:

32.0ms	(- (* 27.0 (* a b)) (* 9.0 (* t (* z y))))
45.0ms	(* 9.0 (* t (* z y)))
23.0ms	(* 27.0 (* a b))
14.0ms	(* t (* z y))

series278.0ms

Counts

4 → 12

Calls

4 calls:

147.0ms	(- (* 27.0 (* a b)) (* 9.0 (* t (* z y))))
35.0ms	(* 9.0 (* t (* z y)))
39.0ms	(* 27.0 (* a b))
56.0ms	(* t (* z y))

simplify1.6s

Counts

95 → 95

Iterations

Iter	Nodes
done	5000
2	1096
1	319
0	130

prune600.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

regimes1.2s

Accuracy

66.5% (1.1b remaining)

Error of 1.1b against oracle of 0.0b and baseline of 3.3b

bsearch1.0ms

simplify15.0ms

Iterations

Iter	Nodes
done	73
3	73
2	67
1	59
0	37

end0.0ms

sample2.5s

Algorithm

intervals

Results

1.9s

11007×

body

valid