Details

sample20.0ms

Algorithm

intervals

Results

8.0ms	256×	body	80	valid
4.0ms	256×	pre	80	true

simplify63.0ms

Algorithm

egg-herbie

Counts

1 → 1

Iterations

Useful iterations: 0 (2.0ms)

Iter	Nodes	Cost
0	22	7
1	48	7
2	104	7
3	196	7
4	359	7
5	686	7
6	1355	7
7	5001	7

prune2.0ms

Filtered

1 candidates to 0 candidates (0.0%)

Pruning

2 alts after pruning (2 fresh and 0 done)

	Kept	Total
New	1	1
Fresh	1	1
Picked	0	0
Done	0	0
Total	2	2

Merged error: 21.6b

Counts

2 → 1

localize9.0ms

Local error

Found 2 expressions with local error:

0.0b	(+ (* x x) (* y y))
21.3b	(/ (* (- x y) (+ x y)) (+ (* x x) (* y y)))

rewrite58.0ms

Algorithm

rewrite-expression-head

Rules

285×	`*-un-lft-identity`
120×	`times-frac`
113×	`associate-l`
94×	`distribute-lft-out`
81×	`add-sqr-sqrt`
45×	`add-cube-cbrt`
36×	`associate-r`
34×	`swap-sqr`
15×	`associate-/l*`
9×	`*-commutative` `distribute-lft-out--` `difference-of-squares` `unswap-sqr`
8×	`associate-/r*` `associate-/l/`
7×	`add-exp-log` `add-cbrt-cube`
5×	`flip3-+` `flip-+`
4×	`frac-times` `add-log-exp`
3×	`flip3--` `flip--`
2×	`pow1` `cbrt-undiv` `associate-r/` `div-exp` `associate-l/` `associate-/r/`
1×	`+-commutative` `frac-2neg` `prod-exp` `clear-num` `sum-log` `cbrt-unprod` `div-inv`

Counts

2 → 183

Calls

2 calls:

15.0ms	(+ (* x x) (* y y))
33.0ms	(/ (* (- x y) (+ x y)) (+ (* x x) (* y y)))

series91.0ms

Counts

2 → 6

Calls

2 calls:

26.0ms	(+ (* x x) (* y y))
65.0ms	(/ (* (- x y) (+ x y)) (+ (* x x) (* y y)))

simplify81.0ms

Algorithm

egg-herbie

Counts

189 → 189

Iterations

Useful iterations: 2 (62.0ms)

Iter	Nodes	Cost
0	558	1904
1	2913	1846
2	5001	1844

prune228.0ms

Filtered

189 candidates to 80 candidates (42.3%)

Pruning

4 alts after pruning (3 fresh and 1 done)

	Pruned	Kept	Total
New	186	3	189
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	186	4	190

Merged error: 0.6b

Counts

190 → 4

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b	(+ (* x x) (* y y))
0.2b	(* (- x y) (/ (+ x y) (+ (* x x) (* y y))))
20.8b	(/ (+ x y) (+ (* x x) (* y y)))

rewrite82.0ms

Algorithm

rewrite-expression-head

Rules

238×	`*-un-lft-identity`
86×	`distribute-lft-out`
65×	`times-frac`
57×	`associate-l`
44×	`add-sqr-sqrt`
38×	`associate-r`
37×	`add-cube-cbrt`
34×	`frac-times`
32×	`associate-/r*`
26×	`swap-sqr`
18×	`flip3--` `flip--` `associate-/l*`
17×	`associate-*r/`
10×	`add-exp-log` `add-cbrt-cube`
8×	`associate-/l/`
7×	`flip3-+` `flip-+`
5×	`pow1` `clear-num` `add-log-exp`
4×	`frac-2neg` `associate-/r/`
3×	`un-div-inv`
2×	`cbrt-undiv` `div-exp` `associate-*l/` `prod-exp` `cbrt-unprod` `div-inv` `unswap-sqr`
1×	`+-commutative` `pow-prod-down` `sum-log` `*-commutative` `distribute-lft-out--` `difference-of-squares`

Counts

3 → 190

Calls

3 calls:

15.0ms	(+ (* x x) (* y y))
36.0ms	(* (- x y) (/ (+ x y) (+ (* x x) (* y y))))
21.0ms	(/ (+ x y) (+ (* x x) (* y y)))

series142.0ms

Counts

3 → 9

Calls

3 calls:

32.0ms	(+ (* x x) (* y y))
59.0ms	(* (- x y) (/ (+ x y) (+ (* x x) (* y y))))
51.0ms	(/ (+ x y) (+ (* x x) (* y y)))

simplify94.0ms

Algorithm

egg-herbie

Counts

199 → 199

Iterations

Useful iterations: 2 (77.0ms)

Iter	Nodes	Cost
0	546	1562
1	3484	1482
2	5001	1480

prune264.0ms

Filtered

199 candidates to 95 candidates (47.7%)

Pruning

4 alts after pruning (2 fresh and 2 done)

	Pruned	Kept	Total
New	199	0	199
Fresh	0	2	2
Picked	0	1	1
Done	0	1	1
Total	199	4	203

Merged error: 0.6b

Counts

203 → 4

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

prune1.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

	Kept	Total
New	0	0
Fresh	1	1
Picked	1	1
Done	2	2
Total	4	4

Merged error: 0.6b

Counts

4 → 4

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 (2.0ms)

Iter	Nodes	Cost
0	0	0

prune0.0ms

Pruning

4 alts after pruning (0 fresh and 4 done)

	Kept	Total
New	0	0
Fresh	0	0
Picked	1	1
Done	3	3
Total	4	4

Merged error: 0.6b

Counts

4 → 4

regimes67.0ms

Accuracy

75.5% (4.8b remaining)

Error of 5.3b against oracle of 0.5b and baseline of 20.2b

bsearch93.0ms

Steps

Iters	Range	Point
8	4.4072838724023594e-163	1.1394854251230476e-159	8.216085103441723e-160
10	-7.209349968050162e-160	-7.10145127998849e-172	-4.2522977642395074e-161
10	-7.890897313485329e+161	-1.010047755036718e+149	-9.23858159281643e+149

Iters

Range

Point

4.4072838724023594e-163

1.1394854251230476e-159

8.216085103441723e-160

-7.209349968050162e-160

-7.10145127998849e-172

-4.2522977642395074e-161

-7.890897313485329e+161

-1.010047755036718e+149

-9.23858159281643e+149

simplify2.0ms

Algorithm

egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	28	14
1	28	14

end0.0ms

sample488.0ms

Algorithm

intervals

Results

244.0ms	8000×	body	80	valid
107.0ms	8000×	pre	80	true