Details

sample35.0ms

Algorithm

intervals

Results

18.0ms

522×

body

valid

simplify75.0ms

Algorithm

egg-herbie

Counts

1 → 1

Iterations

Useful iterations: 0 (2.0ms)

Iter	Nodes	Cost
0	19	6
1	50	6
2	159	6
3	351	6
4	609	6
5	733	6
6	1068	6
7	1342	6
8	1506	6
9	1553	6
10	1553	6

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 8.6b

localize8.0ms

Local error

Found 2 expressions with local error:

0.0b	(- (* x x) (* (* y 4.0) (- (* z z) t)))
8.1b	(* (* y 4.0) (- (* z z) t))

rewrite19.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

2 → 41

Calls

2 calls:

3.0ms	(- (* x x) (* (* y 4.0) (- (* z z) t)))
14.0ms	(* (* y 4.0) (- (* z z) t))

series136.0ms

Counts

2 → 6

Calls

2 calls:

74.0ms	(- (* x x) (* (* y 4.0) (- (* z z) t)))
62.0ms	(* (* y 4.0) (- (* z z) t))

simplify40.0ms

Algorithm

egg-herbie

Counts

47 → 47

Iterations

Useful iterations: 2 (36.0ms)

Iter	Nodes	Cost
0	269	322
1	1276	286
2	5001	281

prune98.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 2.7b

localize12.0ms

Local error

Found 4 expressions with local error:

4.7b	(cbrt (* (* y 4.0) (- (* z z) t)))
8.1b	(* (* y 4.0) (- (* z z) t))
8.1b	(* (* y 4.0) (- (* z z) t))
8.1b	(* (* y 4.0) (- (* z z) t))

rewrite51.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 86

Calls

4 calls:

8.0ms	(cbrt (* (* y 4.0) (- (* z z) t)))
13.0ms	(* (* y 4.0) (- (* z z) t))
13.0ms	(* (* y 4.0) (- (* z z) t))
14.0ms	(* (* y 4.0) (- (* z z) t))

series333.0ms

Counts

4 → 12

Calls

4 calls:

143.0ms	(cbrt (* (* y 4.0) (- (* z z) t)))
64.0ms	(* (* y 4.0) (- (* z z) t))
63.0ms	(* (* y 4.0) (- (* z z) t))
63.0ms	(* (* y 4.0) (- (* z z) t))

simplify39.0ms

Algorithm

egg-herbie

Counts

98 → 98

Iterations

Useful iterations: 2 (32.0ms)

Iter	Nodes	Cost
0	291	616
1	1138	518
2	5002	507

prune262.0ms

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 2.7b

localize17.0ms

Local error

Found 4 expressions with local error:

4.7b	(cbrt (* (* y 4.0) (- (* z z) t)))
8.1b	(* (* y 4.0) (- (* z z) t))
8.1b	(* (* y 4.0) (- (* z z) t))
8.7b	(cbrt (- (* z z) t))

rewrite40.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 75

Calls

4 calls:

8.0ms	(cbrt (* (* y 4.0) (- (* z z) t)))
14.0ms	(* (* y 4.0) (- (* z z) t))
13.0ms	(* (* y 4.0) (- (* z z) t))
3.0ms	(cbrt (- (* z z) t))

series370.0ms

Counts

4 → 12

Calls

4 calls:

146.0ms	(cbrt (* (* y 4.0) (- (* z z) t)))
67.0ms	(* (* y 4.0) (- (* z z) t))
66.0ms	(* (* y 4.0) (- (* z z) t))
90.0ms	(cbrt (- (* z z) t))

simplify45.0ms

Algorithm

egg-herbie

Counts

87 → 87

Iterations

Useful iterations: 2 (37.0ms)

Iter	Nodes	Cost
0	343	563
1	1300	487
2	5001	477

prune310.0ms

Pruning

10 alts after pruning (7 fresh and 3 done)

Merged error: 2.7b

localize22.0ms

Local error

Found 4 expressions with local error:

4.7b	(cbrt (* (* y 4.0) (- (* z z) t)))
8.1b	(* (* y 4.0) (- (* z z) t))
8.7b	(cbrt (- (* z z) t))
8.7b	(cbrt (- (* z z) t))

rewrite28.0ms

Algorithm

rewrite-expression-head

Rules

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

Counts

4 → 64

Calls

4 calls:

8.0ms	(cbrt (* (* y 4.0) (- (* z z) t)))
14.0ms	(* (* y 4.0) (- (* z z) t))
3.0ms	(cbrt (- (* z z) t))
3.0ms	(cbrt (- (* z z) t))

series403.0ms

Counts

4 → 12

Calls

4 calls:

147.0ms	(cbrt (* (* y 4.0) (- (* z z) t)))
68.0ms	(* (* y 4.0) (- (* z z) t))
94.0ms	(cbrt (- (* z z) t))
93.0ms	(cbrt (- (* z z) t))

simplify44.0ms

Algorithm

egg-herbie

Counts

76 → 76

Iterations

Useful iterations: 2 (38.0ms)

Iter	Nodes	Cost
0	343	510
1	1300	456
2	5002	443

prune297.0ms

Pruning

10 alts after pruning (6 fresh and 4 done)

Merged error: 2.7b

regimes596.0ms

Accuracy

81.2% (0.7b remaining)

Error of 3.3b against oracle of 2.6b and baseline of 6.1b

bsearch1.0ms

simplify1.0ms

Algorithm

egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	25	16
1	25	16

end0.0ms

sample854.0ms

Algorithm

intervals

Results

474.0ms

15925×

body

valid