Details

sample16.0ms

Algorithm

intervals

Results

7.0ms

256×

body

valid

simplify28.0ms

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

prune3.0ms

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: 31.4b

Counts

2 → 1

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b	(+ (* x x) (* (* y 4.0) y))
2.0b	(- (* x x) (* (* y 4.0) y))
30.8b	(/ (- (* x x) (* (* y 4.0) y)) (+ (* x x) (* (* y 4.0) y)))

rewrite21.0ms

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:

4.0ms	(+ (* 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)))

series164.0ms

Counts

3 → 9

Calls

3 calls:

46.0ms	(+ (* x x) (* (* y 4.0) y))
46.0ms	(- (* x x) (* (* y 4.0) y))
72.0ms	(/ (- (* x x) (* (* y 4.0) y)) (+ (* x x) (* (* y 4.0) y)))

simplify53.0ms

Algorithm

egg-herbie

Counts

73 → 73

Iterations

Useful iterations: 2 (43.0ms)

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

prune168.0ms

Filtered

73 candidates to 59 candidates (80.8%)

Pruning

4 alts after pruning (3 fresh and 1 done)

	Pruned	Kept	Total
New	70	3	73
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	70	4	74

Merged error: 0.2b

Counts

74 → 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

prune3.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

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

Merged error: 0.2b

Counts

4 → 4

localize10.0ms

Local error

Found 4 expressions with local error:

1.6b	(/ x (/ (fma x x (* (* y 4.0) y)) x))
2.0b	(/ (* y 4.0) (/ (fma x x (* (* y 4.0) y)) y))
18.1b	(/ (fma x x (* (* y 4.0) y)) x)
18.3b	(/ (fma x x (* (* y 4.0) y)) y)

rewrite31.0ms

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:

7.0ms	(/ x (/ (fma x x (* (* y 4.0) y)) x))
11.0ms	(/ (* y 4.0) (/ (fma x x (* (* y 4.0) y)) y))
3.0ms	(/ (fma x x (* (* y 4.0) y)) x)
3.0ms	(/ (fma x x (* (* y 4.0) y)) y)

series243.0ms

Counts

4 → 12

Calls

4 calls:

54.0ms	(/ x (/ (fma x x (* (* y 4.0) y)) x))
57.0ms	(/ (* y 4.0) (/ (fma x x (* (* y 4.0) y)) y))
70.0ms	(/ (fma x x (* (* y 4.0) y)) x)
62.0ms	(/ (fma x x (* (* y 4.0) y)) y)

simplify112.0ms

Algorithm

egg-herbie

Counts

190 → 190

Iterations

Useful iterations: 1 (21.0ms)

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

prune391.0ms

Filtered

190 candidates to 143 candidates (75.3%)

Pruning

4 alts after pruning (1 fresh and 3 done)

	Pruned	Kept	Total
New	190	0	190
Fresh	0	1	1
Picked	0	1	1
Done	0	2	2
Total	190	4	194

Merged error: 0.2b

Counts

194 → 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: 0.2b

Counts

4 → 4

regimes204.0ms

Accuracy

60.8% (12.5b remaining)

Error of 12.9b against oracle of 0.5b and baseline of 32.3b

bsearch206.0ms

Steps

Iters	Range		Point
8	3.4696428002669553e+165	9.074115100837207e+167	3.498582202870386e+165
6	1.0035707230662013e+44	5.796736762262291e+44	1.0209900440301217e+44
7	0.06281481306902865	9.025014576781036	8.802418020124998
11	5.979285330824152e-167	2.4814932259843782e-147	1.0678860220921474e-153
7	-2.6088717452931466e-129	-7.629436970267691e-131	-4.581625642616458e-130
10	-3.3077869202130516e+162	-4.262486889663285e+150	-1.3283658121427655e+154

simplify2.0ms

Algorithm

egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	35	36
1	35	36

end0.0ms

sample587.0ms

Algorithm

intervals

Results

226.0ms

8000×

body

valid