Details

sample74.0ms

Algorithm

intervals

Results

20.0ms

339×

body

valid

simplify8.0s

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

prune30.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 4.8b

localize47.0ms

Local error

Found 4 expressions with local error:

0.0b	(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
0.2b	(* (* a 27.0) b)
0.4b	(* (* y 9.0) z)
9.3b	(* (* (* y 9.0) z) t)

rewrite236.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 76

Calls

4 calls:

40.0ms	(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
32.0ms	(* (* a 27.0) b)
40.0ms	(* (* y 9.0) z)
119.0ms	(* (* (* y 9.0) z) t)

series407.0ms

Counts

4 → 12

Calls

4 calls:

281.0ms	(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
45.0ms	(* (* a 27.0) b)
29.0ms	(* (* y 9.0) z)
52.0ms	(* (* (* y 9.0) z) t)

simplify3.1s

Counts

88 → 88

Iterations

Iter	Nodes
done	5001
2	1359
1	381
0	144

prune1.6s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.1b

localize41.0ms

Local error

Found 3 expressions with local error:

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))

rewrite153.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

3 → 58

Calls

3 calls:

54.0ms	(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* (* a 27.0) b))
42.0ms	(* (* a 27.0) b)
50.0ms	(* (* y 9.0) (* z t))

series376.0ms

Counts

3 → 9

Calls

3 calls:

308.0ms	(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* (* a 27.0) b))
27.0ms	(* (* a 27.0) b)
41.0ms	(* (* y 9.0) (* z t))

simplify2.9s

Counts

67 → 67

Iterations

Iter	Nodes
done	5001
2	1268
1	334
0	126

prune1.1s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize55.0ms

Local error

Found 4 expressions with local error:

0.0b	(+ (- (* x 2.0) (* y (* 9.0 (* z t)))) (* (* a 27.0) b))
0.2b	(* (* a 27.0) b)
0.3b	(* 9.0 (* z t))
4.9b	(* y (* 9.0 (* z t)))

rewrite198.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 76

Calls

4 calls:

46.0ms	(+ (- (* x 2.0) (* y (* 9.0 (* z t)))) (* (* a 27.0) b))
46.0ms	(* (* a 27.0) b)
37.0ms	(* 9.0 (* z t))
65.0ms	(* y (* 9.0 (* z t)))

series452.0ms

Counts

4 → 12

Calls

4 calls:

332.0ms	(+ (- (* x 2.0) (* y (* 9.0 (* z t)))) (* (* a 27.0) b))
37.0ms	(* (* a 27.0) b)
37.0ms	(* 9.0 (* z t))
46.0ms	(* y (* 9.0 (* z t)))

simplify3.4s

Counts

88 → 88

Iterations

Iter	Nodes
done	5001
2	1383
1	365
0	141

prune1.3s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize50.0ms

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)
4.9b	(* y (* (* 9.0 z) t))

rewrite235.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 76

Calls

4 calls:

55.0ms	(+ (- (* x 2.0) (* y (* (* 9.0 z) t))) (* (* a 27.0) b))
40.0ms	(* (* 9.0 z) t)
23.0ms	(* (* a 27.0) b)
113.0ms	(* y (* (* 9.0 z) t))

series413.0ms

Counts

4 → 12

Calls

4 calls:

276.0ms	(+ (- (* x 2.0) (* y (* (* 9.0 z) t))) (* (* a 27.0) b))
44.0ms	(* (* 9.0 z) t)
46.0ms	(* (* a 27.0) b)
46.0ms	(* y (* (* 9.0 z) t))

simplify3.1s

Counts

88 → 88

Iterations

Iter	Nodes
done	5010
2	1456
1	376
0	143

prune1.2s

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

regimes6.0s

Accuracy

84.3% (0.6b remaining)

Error of 0.6b against oracle of 0.0b and baseline of 3.6b

bsearch2.0ms

simplify14.0ms

Iterations

Iter	Nodes
done	50
1	50
0	33

end0.0ms

sample2.1s

Algorithm

intervals

Results

1.1s

11015×

body

valid