Details

sample19.0ms

Algorithm

intervals

Results

8.0ms

327×

body

valid

simplify151.0ms

Algorithm

egg-herbie

Counts

1 → 1

Iterations

Useful iterations: 8 (50.0ms)

Iter	Nodes	Cost
0	14	4
1	34	4
2	92	4
3	232	4
4	491	4
5	785	4
6	1115	4
7	1482	4
8	2218	3
9	3349	3
10	4819	3
11	5001	3

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 3.8b

localize6.0ms

Local error

Found 2 expressions with local error:

0.0b	(* (- 1.0 y) z)
3.6b	(* x (- 1.0 (* (- 1.0 y) z)))

rewrite43.0ms

Algorithm

rewrite-expression-head

Rules

14×	`add-sqr-sqrt`
10×	`*-un-lft-identity`
8×	`add-cube-cbrt` `associate-l`
6×	`pow1` `add-exp-log` `associate-r` `prod-diff` `add-cbrt-cube`
5×	`distribute-rgt-in` `distribute-lft-in`
2×	`expm1-log1p-u` `sub-neg` `flip3--` `associate-r/` `pow-prod-down` `associate-l/` `prod-exp` `*-commutative` `flip--` `cbrt-unprod` `log1p-expm1-u` `add-log-exp` `unswap-sqr`
1×	`distribute-lft-out--` `difference-of-squares`

Counts

2 → 56

Calls

2 calls:

21.0ms	(* (- 1.0 y) z)
21.0ms	(* x (- 1.0 (* (- 1.0 y) z)))

series73.0ms

Counts

2 → 6

Calls

2 calls:

27.0ms	(* (- 1.0 y) z)
45.0ms	(* x (- 1.0 (* (- 1.0 y) z)))

simplify40.0ms

Algorithm

egg-herbie

Counts

62 → 62

Iterations

Useful iterations: 2 (34.0ms)

Iter	Nodes	Cost
0	244	345
1	1005	301
2	5001	292

prune161.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize7.0ms

Local error

Found 2 expressions with local error:

0.0b	(+ (* x 1.0) (* (* x z) (- y 1.0)))
1.5b	(* (* x z) (- y 1.0))

rewrite48.0ms

Algorithm

rewrite-expression-head

Rules

36×	`prod-diff`
29×	`add-sqr-sqrt` `*-un-lft-identity`
27×	`add-cube-cbrt`
22×	`distribute-rgt-in` `associate-+r+` `distribute-lft-in`
7×	`pow1` `add-exp-log` `add-cbrt-cube`
5×	`associate-r`
4×	`sub-neg` `add-log-exp`
3×	`pow-prod-down` `prod-exp` `cbrt-unprod`
2×	`expm1-log1p-u` `associate-*r/` `log1p-expm1-u`
1×	`+-commutative` `flip3--` `fma-def` `flip3-+` `associate-l` `sum-log` `*-commutative` `flip--` `flip-+` `distribute-lft-out--` `difference-of-squares`

Counts

2 → 82

Calls

2 calls:

15.0ms	(+ (* x 1.0) (* (* x z) (- y 1.0)))
30.0ms	(* (* x z) (- y 1.0))

series101.0ms

Counts

2 → 6

Calls

2 calls:

58.0ms	(+ (* x 1.0) (* (* x z) (- y 1.0)))
43.0ms	(* (* x z) (- y 1.0))

simplify63.0ms

Algorithm

egg-herbie

Counts

88 → 88

Iterations

Useful iterations: 2 (54.0ms)

Iter	Nodes	Cost
0	448	736
1	1854	512
2	5001	506

prune226.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 4 expressions with local error:

1.5b	(* (* x z) (- y 1.0))
6.0b	(cbrt (* (* x z) (- y 1.0)))
6.0b	(cbrt (* (* x z) (- y 1.0)))
6.0b	(cbrt (* (* x z) (- y 1.0)))

rewrite82.0ms

Algorithm

rewrite-expression-head

Rules

19×	`add-sqr-sqrt` `*-un-lft-identity`
18×	`prod-diff`
17×	`add-cube-cbrt`
11×	`distribute-rgt-in` `distribute-lft-in`
9×	`pow1` `add-exp-log` `add-cbrt-cube`
8×	`associate-*r/`
6×	`cbrt-div`
5×	`associate-r`
4×	`expm1-log1p-u` `flip3--` `flip--` `log1p-expm1-u` `add-log-exp`
3×	`cbrt-prod` `pow1/3` `pow-prod-down` `prod-exp` `cbrt-unprod`
2×	`sub-neg`
1×	`associate-l` `*-commutative` `distribute-lft-out--` `difference-of-squares`

Counts

4 → 85

Calls

4 calls:

31.0ms	(* (* x z) (- y 1.0))
16.0ms	(cbrt (* (* x z) (- y 1.0)))
15.0ms	(cbrt (* (* x z) (- y 1.0)))
18.0ms	(cbrt (* (* x z) (- y 1.0)))

series596.0ms

Counts

4 → 12

Calls

4 calls:

43.0ms	(* (* x z) (- y 1.0))
188.0ms	(cbrt (* (* x z) (- y 1.0)))
182.0ms	(cbrt (* (* x z) (- y 1.0)))
182.0ms	(cbrt (* (* x z) (- y 1.0)))

simplify59.0ms

Algorithm

egg-herbie

Counts

97 → 97

Iterations

Useful iterations: 2 (48.0ms)

Iter	Nodes	Cost
0	491	1055
1	1922	856
2	5001	844

prune644.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0.0b

localize26.0ms

Local error

Found 4 expressions with local error:

1.5b	(* (* x z) (fma (* (cbrt y) (cbrt y)) (cbrt y) (- (* 1.0 1))))
6.0b	(cbrt (* (* x z) (- y 1.0)))
6.0b	(cbrt (* (* x z) (- y 1.0)))
6.0b	(cbrt (+ (* (* x z) (fma (* (cbrt y) (cbrt y)) (cbrt y) (- (* 1.0 1)))) (* (* (fma (- 1.0) 1 1.0) z) x)))

rewrite65.0ms

Algorithm

rewrite-expression-head

Rules

9×	`pow1` `add-exp-log` `add-cbrt-cube`
6×	`add-sqr-sqrt` `add-cube-cbrt` `cbrt-div` `*-un-lft-identity`
5×	`cbrt-prod`
4×	`expm1-log1p-u` `associate-*r/` `log1p-expm1-u` `add-log-exp`
3×	`pow1/3` `associate-r` `pow-prod-down` `prod-exp` `cbrt-unprod`
2×	`flip3--` `flip--` `fma-udef`
1×	`distribute-rgt-in` `distribute-lft-in` `flip3-+` `associate-l` `*-commutative` `flip-+`

Counts

4 → 63

Calls

4 calls:

16.0ms	(* (* x z) (fma (* (cbrt y) (cbrt y)) (cbrt y) (- (* 1.0 1))))
15.0ms	(cbrt (* (* x z) (- y 1.0)))
18.0ms	(cbrt (* (* x z) (- y 1.0)))
13.0ms	(cbrt (+ (* (* x z) (fma (* (cbrt y) (cbrt y)) (cbrt y) (- (* 1.0 1)))) (* (* (fma (- 1.0) 1 1.0) z) x)))

series1.5s

Counts

4 → 12

Calls

4 calls:

120.0ms	(* (* x z) (fma (* (cbrt y) (cbrt y)) (cbrt y) (- (* 1.0 1))))
192.0ms	(cbrt (* (* x z) (- y 1.0)))
190.0ms	(cbrt (* (* x z) (- y 1.0)))
950.0ms	(cbrt (+ (* (* x z) (fma (* (cbrt y) (cbrt y)) (cbrt y) (- (* 1.0 1)))) (* (* (fma (- 1.0) 1 1.0) z) x)))

simplify72.0ms

Algorithm

egg-herbie

Counts

75 → 75

Iterations

Useful iterations: 2 (54.0ms)

Iter	Nodes	Cost
0	475	1194
1	1935	1073
2	5002	1015

prune969.0ms

Pruning

7 alts after pruning (4 fresh and 3 done)

Merged error: 0.0b

regimes314.0ms

Accuracy

0% (1.7b remaining)

Error of 1.7b against oracle of 0.0b and baseline of 1.7b

bsearch0.0ms

simplify1.0ms

Algorithm

egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	13	5
1	13	5

end0.0ms

sample456.0ms

Algorithm

intervals

Results

245.0ms

10118×

body

valid