Details

sample43.0ms

Algorithm

intervals

Results

18.0ms

364×

body

valid

simplify64.0ms

Counts: 1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 3.9b

localize16.0ms

Local error

Found 4 expressions with local error:

0.0b	(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
0.2b	(* (* y 9.0) z)
0.2b	(* (* a 27.0) b)
5.6b	(* (* (* y 9.0) z) t)

rewrite151.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 72

Calls

4 calls:

34.0ms	(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
21.0ms	(* (* y 9.0) z)
19.0ms	(* (* a 27.0) b)
74.0ms	(* (* (* y 9.0) z) t)

series233.0ms

Counts

4 → 12

Calls

4 calls:

159.0ms	(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
20.0ms	(* (* y 9.0) z)
21.0ms	(* (* a 27.0) b)
33.0ms	(* (* (* y 9.0) z) t)

simplify57.0ms

Counts: 84 → 84

prune222.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0.0b

localize16.0ms

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)
4.5b	(* (* y 9.0) (* z t))

rewrite101.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 67

Calls

4 calls:

9.0ms	(- (* x 2.0) (* (* y 9.0) (* z t)))
34.0ms	(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* (* a 27.0) b))
25.0ms	(* (* a 27.0) b)
30.0ms	(* (* y 9.0) (* z t))

series286.0ms

Counts

4 → 12

Calls

4 calls:

76.0ms	(- (* x 2.0) (* (* y 9.0) (* z t)))
158.0ms	(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* (* a 27.0) b))
21.0ms	(* (* a 27.0) b)
32.0ms	(* (* y 9.0) (* z t))

simplify57.0ms

Counts: 79 → 79

prune214.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize16.0ms

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))
0.2b	(* (* a 27.0) b)
4.4b	(* y (* 9.0 (* z t)))

rewrite126.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 72

Calls

4 calls:

34.0ms	(+ (- (* x 2.0) (* y (* 9.0 (* z t)))) (* (* a 27.0) b))
20.0ms	(* 9.0 (* z t))
19.0ms	(* (* a 27.0) b)
50.0ms	(* y (* 9.0 (* z t)))

series232.0ms

Counts

4 → 12

Calls

4 calls:

159.0ms	(+ (- (* x 2.0) (* y (* 9.0 (* z t)))) (* (* a 27.0) b))
19.0ms	(* 9.0 (* z t))
25.0ms	(* (* a 27.0) b)
29.0ms	(* y (* 9.0 (* z t)))

simplify50.0ms

Counts: 84 → 84

prune229.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize15.0ms

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))) (* 27.0 (* a b)))
0.3b	(* 27.0 (* a b))
4.5b	(* (* y 9.0) (* z t))

rewrite97.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 67

Calls

4 calls:

9.0ms	(- (* x 2.0) (* (* y 9.0) (* z t)))
35.0ms	(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* 27.0 (* a b)))
22.0ms	(* 27.0 (* a b))
29.0ms	(* (* y 9.0) (* z t))

series295.0ms

Counts

4 → 12

Calls

4 calls:

71.0ms	(- (* x 2.0) (* (* y 9.0) (* z t)))
173.0ms	(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* 27.0 (* a b)))
21.0ms	(* 27.0 (* a b))
31.0ms	(* (* y 9.0) (* z t))

simplify47.0ms

Counts: 79 → 79

prune177.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

regimes869.0ms

Accuracy

85% (0.5b remaining)

Error of 0.6b against oracle of 0.0b and baseline of 3.5b

bsearch2.0ms

simplify1.0ms

end0.0ms

sample1.6s

Algorithm

intervals

Results

913.0ms

11015×

body

valid