Details

sample19.0ms

Algorithm

intervals

Results

10.0ms

480×

body

valid

simplify271.0ms

Algorithm

egg-herbie

Counts

1 → 1

Iterations

Useful iterations: 3 (6.0ms)

Iter	Nodes	Cost
0	14	6
1	29	4
2	50	4
3	70	3
4	82	3
5	125	3
6	229	3
7	321	3
8	336	3
9	436	3
10	790	3
11	3492	3
12	5001	3

prune5.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize5.0ms

Local error

Found 1 expressions with local error:

0.1b	(fma 3 (* y y) (* x 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 3 (* y y) (* x x))

series38.0ms

Counts

1 → 3

Calls

1 calls:

38.0ms

(fma 3 (* y y) (* x x))

simplify55.0ms

Algorithm

egg-herbie

Counts

13 → 13

Iterations

Useful iterations: 1 (3.0ms)

Iter	Nodes	Cost
0	33	59
1	84	52
2	267	52
3	1089	52
4	5002	52

prune30.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.1b

localize6.0ms

Local error

Found 3 expressions with local error:

0.0b	(+ (* x x) (* y y))
0.0b	(+ (+ (* x x) (* y y)) (* y y))
0.1b	(+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))

rewrite70.0ms

Algorithm

rewrite-expression-head

Rules

19×	`add-log-exp`
10×	`sum-log`
7×	`fma-def`
5×	`add-sqr-sqrt` `add-cube-cbrt` `*-un-lft-identity`
3×	`pow1` `add-exp-log` `+-commutative` `expm1-log1p-u` `flip3-+` `add-cbrt-cube` `flip-+` `log1p-expm1-u`
2×	`associate-+l+`

Counts

3 → 51

Calls

3 calls:

3.0ms	(+ (* x x) (* y y))
13.0ms	(+ (+ (* x x) (* y y)) (* y y))
54.0ms	(+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))

series102.0ms

Counts

3 → 9

Calls

3 calls:

27.0ms	(+ (* x x) (* y y))
36.0ms	(+ (+ (* x x) (* y y)) (* y y))
39.0ms	(+ (+ (+ (* x x) (* y y)) (* y y)) (* y y))

simplify134.0ms

Algorithm

egg-herbie

Counts

60 → 60

Iterations

Useful iterations: 3 (129.0ms)

Iter	Nodes	Cost
0	237	373
1	1141	313
2	4748	287
3	5001	286

prune130.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize8.0ms

Local error

Found 4 expressions with local error:

0.0b	(+ (+ (* x x) (* y y)) (* y y))
0.1b	(fma (sqrt (+ (+ (* x x) (* y y)) (* y y))) (sqrt (+ (+ (* x x) (* y y)) (* y y))) (* y y))
7.5b	(sqrt (+ (+ (* x x) (* y y)) (* y y)))
7.5b	(sqrt (+ (+ (* x x) (* y y)) (* y y)))

rewrite45.0ms

Algorithm

rewrite-expression-head

Rules

11×	`add-sqr-sqrt`
9×	`add-log-exp`
7×	`add-cube-cbrt` `*-un-lft-identity`
6×	`pow1` `sqrt-prod`
4×	`add-exp-log` `expm1-log1p-u` `sqrt-div` `add-cbrt-cube` `log1p-expm1-u`
3×	`fma-def` `flip3-+` `sum-log` `flip-+`
2×	`rem-sqrt-square` `sqrt-pow1` `pow1/2` `hypot-def`
1×	`+-commutative` `associate-+l+` `fma-udef`

Counts

4 → 64

Calls

4 calls:

15.0ms	(+ (+ (* x x) (* y y)) (* y y))
0.0ms	(fma (sqrt (+ (+ (* x x) (* y y)) (* y y))) (sqrt (+ (+ (* x x) (* y y)) (* y y))) (* y y))
14.0ms	(sqrt (+ (+ (* x x) (* y y)) (* y y)))
14.0ms	(sqrt (+ (+ (* x x) (* y y)) (* y y)))

series274.0ms

Counts

4 → 12

Calls

4 calls:

41.0ms	(+ (+ (* x x) (* y y)) (* y y))
131.0ms	(fma (sqrt (+ (+ (* x x) (* y y)) (* y y))) (sqrt (+ (+ (* x x) (* y y)) (* y y))) (* y y))
53.0ms	(sqrt (+ (+ (* x x) (* y y)) (* y y)))
49.0ms	(sqrt (+ (+ (* x x) (* y y)) (* y y)))

simplify91.0ms

Algorithm

egg-herbie

Counts

76 → 76

Iterations

Useful iterations: 3 (84.0ms)

Iter	Nodes	Cost
0	175	645
1	742	534
2	3044	495
3	5001	493

prune221.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 4 expressions with local error:

0.4b	(* (sqrt 2) y)
0.4b	(* (sqrt 2) y)
7.5b	(sqrt (* (hypot x (* (sqrt 2) y)) (hypot x (* (sqrt 2) y))))
7.5b	(sqrt (+ (+ (* x x) (* y y)) (* y y)))

rewrite29.0ms

Algorithm

rewrite-expression-head

Rules

21×	`add-sqr-sqrt`
17×	`pow1`
12×	`associate-l` `sqrt-prod`
11×	`add-cube-cbrt` `*-un-lft-identity`
8×	`add-exp-log` `add-cbrt-cube`
7×	`sqrt-pow1`
6×	`associate-r`
4×	`expm1-log1p-u` `log1p-expm1-u` `add-log-exp` `unswap-sqr`
3×	`pow-prod-down`
2×	`rem-sqrt-square` `pow1/2` `sqrt-div` `prod-exp` `*-commutative` `cbrt-unprod`
1×	`pow2` `flip3-+` `pow-plus` `pow-sqr` `pow-prod-up` `flip-+` `hypot-def`

Counts

4 → 84

Calls

4 calls:

5.0ms	(* (sqrt 2) y)
7.0ms	(* (sqrt 2) y)
2.0ms	(sqrt (* (hypot x (* (sqrt 2) y)) (hypot x (* (sqrt 2) y))))
14.0ms	(sqrt (+ (+ (* x x) (* y y)) (* y y)))

series255.0ms

Counts

4 → 12

Calls

4 calls:

43.0ms	(* (sqrt 2) y)
38.0ms	(* (sqrt 2) y)
124.0ms	(sqrt (* (hypot x (* (sqrt 2) y)) (hypot x (* (sqrt 2) y))))
49.0ms	(sqrt (+ (+ (* x x) (* y y)) (* y y)))

simplify104.0ms

Algorithm

egg-herbie

Counts

96 → 96

Iterations

Useful iterations: 2 (22.0ms)

Iter	Nodes	Cost
0	174	446
1	572	420
2	3320	376
3	5001	376

prune278.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

regimes127.0ms

Accuracy

0% (0.1b remaining)

Error of 0.2b against oracle of 0.0b and baseline of 0.2b

bsearch0.0ms

simplify1.0ms

Algorithm

egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	17	16
1	17	16

end0.0ms

sample517.0ms

Algorithm

intervals

Results

310.0ms

14169×

body

valid