Details

sample17.0ms

Algorithm

intervals

Results

7.0ms

324×

body

valid

simplify202.0ms

Algorithm

egg-herbie

Counts

1 → 1

Iterations

Useful iterations: 0 (2.0ms)

Iter	Nodes	Cost
0	14	4
1	34	4
2	84	4
3	206	4
4	406	4
5	540	4
6	706	4
7	957	4
8	1458	4
9	2384	4
10	3658	4
11	4031	4
12	4429	4
13	5002	4

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 2.3b

localize6.0ms

Local error

Found 3 expressions with local error:

0.0b	(- 1.0 (* (- 1.0 y) z))
0.0b	(* (- 1.0 y) z)
2.2b	(* x (- 1.0 (* (- 1.0 y) z)))

rewrite17.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

3 → 58

Calls

3 calls:

3.0ms	(- 1.0 (* (- 1.0 y) z))
7.0ms	(* (- 1.0 y) z)
6.0ms	(* x (- 1.0 (* (- 1.0 y) z)))

series99.0ms

Counts

3 → 9

Calls

3 calls:

22.0ms	(- 1.0 (* (- 1.0 y) z))
29.0ms	(* (- 1.0 y) z)
48.0ms	(* x (- 1.0 (* (- 1.0 y) z)))

simplify98.0ms

Algorithm

egg-herbie

Counts

67 → 67

Iterations

Useful iterations: 2 (27.0ms)

Iter	Nodes	Cost
0	233	336
1	920	299
2	4132	288
3	5001	288

prune123.0ms

Pruning

7 alts after pruning (6 fresh and 1 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)))
3.7b	(* (* x z) (- y 1.0))

rewrite14.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

2 → 41

Calls

2 calls:

4.0ms	(+ (* x 1.0) (* (* x z) (- y 1.0)))
8.0ms	(* (* x z) (- y 1.0))

series109.0ms

Counts

2 → 6

Calls

2 calls:

60.0ms	(+ (* x 1.0) (* (* x z) (- y 1.0)))
49.0ms	(* (* x z) (- y 1.0))

simplify44.0ms

Algorithm

egg-herbie

Counts

47 → 47

Iterations

Useful iterations: 2 (39.0ms)

Iter	Nodes	Cost
0	257	266
1	1177	224
2	5002	219

prune89.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 4 expressions with local error:

3.7b	(* (* x z) (- y 1.0))
6.6b	(cbrt (* (* x z) (- y 1.0)))
6.6b	(cbrt (* (* x z) (- y 1.0)))
6.6b	(cbrt (* (* x z) (- y 1.0)))

rewrite30.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 59

Calls

4 calls:

8.0ms	(* (* x z) (- y 1.0))
6.0ms	(cbrt (* (* x z) (- y 1.0)))
6.0ms	(cbrt (* (* x z) (- y 1.0)))
6.0ms	(cbrt (* (* x z) (- y 1.0)))

series608.0ms

Counts

4 → 12

Calls

4 calls:

48.0ms	(* (* x z) (- y 1.0))
184.0ms	(cbrt (* (* x z) (- y 1.0)))
187.0ms	(cbrt (* (* x z) (- y 1.0)))
189.0ms	(cbrt (* (* x z) (- y 1.0)))

simplify42.0ms

Algorithm

egg-herbie

Counts

71 → 71

Iterations

Useful iterations: 2 (34.0ms)

Iter	Nodes	Cost
0	356	735
1	1382	659
2	5001	650

prune234.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

localize15.0ms

Local error

Found 4 expressions with local error:

3.7b	(* (* x z) (- y 1.0))
6.6b	(cbrt (* (* x z) (- y 1.0)))
6.6b	(cbrt (* (* x z) (- y 1.0)))
10.3b	(cbrt (* x z))

rewrite26.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 57

Calls

4 calls:

8.0ms	(* (* x z) (- y 1.0))
6.0ms	(cbrt (* (* x z) (- y 1.0)))
6.0ms	(cbrt (* (* x z) (- y 1.0)))
3.0ms	(cbrt (* x z))

series488.0ms

Counts

4 → 12

Calls

4 calls:

45.0ms	(* (* x z) (- y 1.0))
187.0ms	(cbrt (* (* x z) (- y 1.0)))
190.0ms	(cbrt (* (* x z) (- y 1.0)))
65.0ms	(cbrt (* x z))

simplify43.0ms

Algorithm

egg-herbie

Counts

69 → 69

Iterations

Useful iterations: 2 (36.0ms)

Iter	Nodes	Cost
0	393	587
1	1460	520
2	5001	508

prune246.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0.0b

regimes178.0ms

Accuracy

91.8% (0.1b remaining)

Error of 0.2b against oracle of 0.0b and baseline of 1.7b

bsearch1.0ms

simplify2.0ms

Algorithm

egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	38	17
1	42	17
2	49	17
3	49	17

end0.0ms

sample436.0ms

Algorithm

intervals

Results

235.0ms

10162×

body

valid