Details

sample81.0ms

Algorithm

intervals

Results

37.0ms

363×

body

valid

simplify7.7s

Counts

1 → 1

Iterations

Iter	Nodes
done	5001
13	4795
12	3891
11	2792
10	1999
9	1375
8	1132
7	1004
6	743
5	510
4	336
3	192
2	80
1	34
0	17

prune20.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 5.2b

localize141.0ms

Local error

Found 4 expressions with local error:

0.0b	(- (* x 2.0) (* (* (* y 9.0) z) t))
0.2b	(* (* y 9.0) z)
0.2b	(* (* a 27.0) b)
6.7b	(* (* (* y 9.0) z) t)

rewrite298.0ms

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×	`insert-posit16`
3×	`associate-l` `*-commutative`
1×	`sub-neg` `flip3--` `diff-log` `flip--`

Counts

4 → 73

Calls

4 calls:

20.0ms	(- (* x 2.0) (* (* (* y 9.0) z) t))
41.0ms	(* (* y 9.0) z)
47.0ms	(* (* a 27.0) b)
182.0ms	(* (* (* y 9.0) z) t)

series276.0ms

Counts

4 → 12

Calls

4 calls:

151.0ms	(- (* x 2.0) (* (* (* y 9.0) z) t))
38.0ms	(* (* y 9.0) z)
42.0ms	(* (* a 27.0) b)
44.0ms	(* (* (* y 9.0) z) t)

simplify3.0s

Counts

85 → 85

Iterations

Iter	Nodes
done	5002
2	1270
1	360
0	137

prune1.4s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize90.0ms

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)
5.3b	(* (* y 9.0) (* z t))

rewrite216.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 71

Calls

4 calls:

18.0ms	(- (* x 2.0) (* (* y 9.0) (* z t)))
74.0ms	(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* (* a 27.0) b))
35.0ms	(* (* a 27.0) b)
85.0ms	(* (* y 9.0) (* z t))

series561.0ms

Counts

4 → 12

Calls

4 calls:

163.0ms	(- (* x 2.0) (* (* y 9.0) (* z t)))
320.0ms	(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* (* a 27.0) b))
33.0ms	(* (* a 27.0) b)
45.0ms	(* (* y 9.0) (* z t))

simplify3.0s

Counts

83 → 83

Iterations

Iter	Nodes
done	5000
2	1364
1	385
0	142

prune1.4s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0.0b

localize123.0ms

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)))
0.3b	(* a (* 27.0 b))
5.3b	(* (* y 9.0) (* z t))

rewrite255.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 71

Calls

4 calls:

27.0ms	(- (* x 2.0) (* (* y 9.0) (* z t)))
98.0ms	(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* a (* 27.0 b)))
39.0ms	(* a (* 27.0 b))
87.0ms	(* (* y 9.0) (* z t))

series507.0ms

Counts

4 → 12

Calls

4 calls:

132.0ms	(- (* x 2.0) (* (* y 9.0) (* z t)))
272.0ms	(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* a (* 27.0 b)))
44.0ms	(* a (* 27.0 b))
59.0ms	(* (* y 9.0) (* z t))

simplify3.3s

Counts

83 → 83

Iterations

Iter	Nodes
done	5000
2	1348
1	372
0	139

prune1.5s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 0.0b

localize168.0ms

Local error

Found 4 expressions with local error:

0.0b	(+ (- (* x 2.0) (* y (* 9.0 (* z t)))) (* a (* 27.0 b)))
0.2b	(* 9.0 (* z t))
0.3b	(* a (* 27.0 b))
5.3b	(* y (* 9.0 (* z t)))

rewrite346.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 76

Calls

4 calls:

102.0ms	(+ (- (* x 2.0) (* y (* 9.0 (* z t)))) (* a (* 27.0 b)))
55.0ms	(* 9.0 (* z t))
44.0ms	(* a (* 27.0 b))
134.0ms	(* y (* 9.0 (* z t)))

series419.0ms

Counts

4 → 12

Calls

4 calls:

292.0ms	(+ (- (* x 2.0) (* y (* 9.0 (* z t)))) (* a (* 27.0 b)))
34.0ms	(* 9.0 (* z t))
41.0ms	(* a (* 27.0 b))
53.0ms	(* y (* 9.0 (* z t)))

simplify3.9s

Counts

88 → 88

Iterations

Iter	Nodes
done	5001
2	1339
1	352
0	138

prune1.4s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

regimes7.2s

Accuracy

66.1% (1.3b remaining)

Error of 1.3b against oracle of 0.1b and baseline of 3.8b

bsearch2.0ms

simplify35.0ms

Iterations

Iter	Nodes
done	54
1	54
0	36

end0.0ms

sample2.2s

Algorithm

intervals

Results

1.3s

11078×

body

valid