Details

sample24.0ms

Algorithm

intervals

Results

16.0ms

256×

body

valid

simplify20.0ms

Algorithm

egg-herbie

Counts

1 → 1

Iterations

Useful iterations: 0 (2.0ms)

Iter	Nodes	Cost
0	20	9
1	40	9
2	78	9
3	134	9
4	200	9
5	233	9
6	239	9
7	239	9

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 35.9b

localize8.0ms

Local error

Found 3 expressions with local error:

0.0b	(+ (* x x) (* (* y 4.0) y))
5.2b	(- (* x x) (* (* y 4.0) y))
35.1b	(/ (- (* x x) (* (* y 4.0) y)) (+ (* x x) (* (* y 4.0) y)))

rewrite18.0ms

Algorithm

rewrite-expression-head

Rules

11×	`add-sqr-sqrt` `add-cube-cbrt` `*-un-lft-identity`
9×	`times-frac`
7×	`add-log-exp`
5×	`add-exp-log` `add-cbrt-cube`
3×	`pow1` `expm1-log1p-u` `associate-/r` `log1p-expm1-u` `associate-/l`
2×	`flip3--` `flip3-+` `associate-/r/` `flip--` `flip-+` `associate-/l/`
1×	`cbrt-undiv` `+-commutative` `sub-neg` `fma-def` `frac-2neg` `fma-neg` `diff-log` `div-sub` `div-exp` `prod-diff` `clear-num` `sum-log` `div-inv`

Counts

3 → 64

Calls

3 calls:

3.0ms	(+ (* x x) (* (* y 4.0) y))
4.0ms	(- (* x x) (* (* y 4.0) y))
11.0ms	(/ (- (* x x) (* (* y 4.0) y)) (+ (* x x) (* (* y 4.0) y)))

series136.0ms

Counts

3 → 9

Calls

3 calls:

35.0ms	(+ (* x x) (* (* y 4.0) y))
39.0ms	(- (* x x) (* (* y 4.0) y))
61.0ms	(/ (- (* x x) (* (* y 4.0) y)) (+ (* x x) (* (* y 4.0) y)))

simplify43.0ms

Algorithm

egg-herbie

Counts

73 → 73

Iterations

Useful iterations: 2 (33.0ms)

Iter	Nodes	Cost
0	254	719
1	1175	657
2	5001	641

prune163.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.8b

localize0.0ms

rewrite0.0ms

Algorithm

rewrite-expression-head

Rules

Counts

0 → 0

series0.0ms

Counts: 0 → 0

simplify2.0ms

Algorithm

egg-herbie

Counts

0 → 0

Iterations

Useful iterations: 0 (1.0ms)

Iter	Nodes	Cost
0	0	0

prune5.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.8b

localize0.0ms

rewrite0.0ms

Algorithm

rewrite-expression-head

Rules

Counts

0 → 0

series0.0ms

Counts: 0 → 0

simplify3.0ms

Algorithm

egg-herbie

Counts

0 → 0

Iterations

Useful iterations: 0 (1.0ms)

Iter	Nodes	Cost
0	0	0

prune4.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.8b

localize10.0ms

Local error

Found 4 expressions with local error:

2.5b	(/ (* y 4.0) (/ (fma x x (* (* y 4.0) y)) y))
3.8b	(/ x (/ (fma x x (* (* y 4.0) y)) x))
19.4b	(/ (fma x x (* (* y 4.0) y)) y)
24.1b	(/ (fma x x (* (* y 4.0) y)) x)

rewrite21.0ms

Algorithm

rewrite-expression-head

Rules

124×	`times-frac`
76×	`add-sqr-sqrt` `add-cube-cbrt` `*-un-lft-identity`
32×	`associate-/r*`
25×	`add-exp-log` `add-cbrt-cube`
11×	`cbrt-undiv` `div-exp`
10×	`div-inv` `associate-/l*`
4×	`pow1` `expm1-log1p-u` `frac-2neg` `clear-num` `log1p-expm1-u` `add-log-exp`
2×	`prod-exp` `associate-/r/` `cbrt-unprod`

Counts

4 → 178

Calls

4 calls:

6.0ms	(/ (* y 4.0) (/ (fma x x (* (* y 4.0) y)) y))
5.0ms	(/ x (/ (fma x x (* (* y 4.0) y)) x))
2.0ms	(/ (fma x x (* (* y 4.0) y)) y)
2.0ms	(/ (fma x x (* (* y 4.0) y)) x)

series237.0ms

Counts

4 → 12

Calls

4 calls:

50.0ms	(/ (* y 4.0) (/ (fma x x (* (* y 4.0) y)) y))
57.0ms	(/ x (/ (fma x x (* (* y 4.0) y)) x))
63.0ms	(/ (fma x x (* (* y 4.0) y)) y)
67.0ms	(/ (fma x x (* (* y 4.0) y)) x)

simplify91.0ms

Algorithm

egg-herbie

Counts

190 → 190

Iterations

Useful iterations: 2 (73.0ms)

Iter	Nodes	Cost
0	613	1740
1	3220	1580
2	5001	1575

prune429.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0.8b

regimes216.0ms

Accuracy

60.4% (12.7b remaining)

Error of 13.0b against oracle of 0.3b and baseline of 32.4b

bsearch1.0ms

simplify2.0ms

Algorithm

egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	36	27
1	36	27

end0.0ms

sample543.0ms

Algorithm

intervals

Results

411.0ms

8000×

body

valid