Details

sample40.0ms

Algorithm

intervals

Results

17.0ms

337×

body

valid

simplify61.0ms

Algorithm

egg-herbie

Counts

1 → 1

Iterations

Useful iterations: 7 (32.0ms)

Iter	Nodes	Cost
0	16	4
1	32	4
2	71	4
3	160	4
4	274	4
5	462	4
6	727	4
7	891	3
8	1083	3
9	1216	3
10	1269	3
11	1269	3

prune6.0ms

Filtered

1 candidates to 1 candidates (100.0%)

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: 0.1b

Counts

2 → 2

localize6.0ms

Local error

Found 1 expressions with local error:

2.2b	(fma (/ y a) (- t z) x)

rewrite1.0ms

Algorithm

rewrite-expression-head

Rules

1×	`pow1` `add-exp-log` `add-sqr-sqrt` `expm1-log1p-u` `add-cube-cbrt` `*-un-lft-identity` `add-cbrt-cube` `fma-udef` `log1p-expm1-u` `add-log-exp`

Counts

1 → 10

Calls

1 calls:

1.0ms

(fma (/ y a) (- t z) x)

series39.0ms

Counts

1 → 3

Calls

1 calls:

39.0ms

(fma (/ y a) (- t z) x)

simplify38.0ms

Algorithm

egg-herbie

Counts

13 → 13

Iterations

Useful iterations: 2 (5.0ms)

Iter	Nodes	Cost
0	41	69
1	94	62
2	272	53
3	1308	53
4	5001	53

prune34.0ms

Filtered

13 candidates to 10 candidates (76.9%)

Pruning

5 alts after pruning (4 fresh and 1 done)

	Pruned	Kept	Total
New	10	3	13
Fresh	0	1	1
Picked	0	1	1
Done	0	0	0
Total	10	5	15

Merged error: 0.0b

Counts

15 → 5

localize10.0ms

Local error

Found 4 expressions with local error:

0.6b	(cbrt (fma (/ y a) (- t z) x))
2.2b	(fma (/ y a) (- t z) x)
2.2b	(fma (/ y a) (- t z) x)
2.2b	(fma (/ y a) (- t z) x)

rewrite4.0ms

Algorithm

rewrite-expression-head

Rules

5×	`add-sqr-sqrt` `add-cube-cbrt` `*-un-lft-identity`
4×	`pow1` `add-exp-log` `expm1-log1p-u` `add-cbrt-cube` `log1p-expm1-u` `add-log-exp`
3×	`cbrt-prod` `fma-udef`
1×	`pow1/3`

Counts

4 → 43

Calls

4 calls:

1.0ms	(cbrt (fma (/ y a) (- t z) x))
1.0ms	(fma (/ y a) (- t z) x)
1.0ms	(fma (/ y a) (- t z) x)
1.0ms	(fma (/ y a) (- t z) x)

series289.0ms

Counts

4 → 12

Calls

4 calls:

169.0ms	(cbrt (fma (/ y a) (- t z) x))
39.0ms	(fma (/ y a) (- t z) x)
41.0ms	(fma (/ y a) (- t z) x)
40.0ms	(fma (/ y a) (- t z) x)

simplify33.0ms

Algorithm

egg-herbie

Counts

55 → 55

Iterations

Useful iterations: 3 (28.0ms)

Iter	Nodes	Cost
0	117	320
1	285	290
2	1046	260
3	5002	255

prune138.0ms

Filtered

55 candidates to 44 candidates (80.0%)

Pruning

5 alts after pruning (3 fresh and 2 done)

	Pruned	Kept	Total
New	55	0	55
Fresh	0	3	3
Picked	0	1	1
Done	0	1	1
Total	55	5	60

Merged error: 0.0b

Counts

60 → 5

localize7.0ms

Local error

Found 3 expressions with local error:

0.0b	(- x (/ (* y (- z t)) a))
0.0b	(* y (- z t))
7.2b	(/ (* y (- z t)) a)

rewrite24.0ms

Algorithm

rewrite-expression-head

Rules

39×	`add-sqr-sqrt` `prod-diff`
37×	`*-un-lft-identity`
33×	`add-cube-cbrt`
12×	`times-frac`
11×	`distribute-rgt-in` `distribute-lft-in`
10×	`add-exp-log` `add-cbrt-cube`
5×	`pow1` `associate-r` `add-log-exp`
4×	`associate-*r/` `div-inv`
3×	`expm1-log1p-u` `sub-neg` `flip3--` `fma-neg` `associate-l` `associate-/r*` `flip--` `log1p-expm1-u`
2×	`cbrt-undiv` `div-exp` `prod-exp` `cbrt-unprod` `associate-/l/` `distribute-lft-out--` `difference-of-squares`
1×	`frac-2neg` `diff-log` `pow-prod-down` `clear-num` `-commutative` `associate-/l` `unswap-sqr`

Counts

3 → 111

Calls

3 calls:

5.0ms	(- x (/ (* y (- z t)) a))
7.0ms	(* y (- z t))
8.0ms	(/ (* y (- z t)) a)

series126.0ms

Counts

3 → 9

Calls

3 calls:

46.0ms	(- x (/ (* y (- z t)) a))
33.0ms	(* y (- z t))
47.0ms	(/ (* y (- z t)) a)

simplify64.0ms

Algorithm

egg-herbie

Counts

120 → 120

Iterations

Useful iterations: 2 (53.0ms)

Iter	Nodes	Cost
0	505	1133
1	2195	751
2	5001	747

prune159.0ms

Filtered

120 candidates to 64 candidates (53.3%)

Pruning

4 alts after pruning (3 fresh and 1 done)

	Pruned	Kept	Total
New	117	3	120
Fresh	2	0	2
Picked	1	0	1
Done	1	1	2
Total	121	4	125

Merged error: 0.0b

Counts

125 → 4

localize7.0ms

Local error

Found 3 expressions with local error:

0.0b	(- x (/ y (/ a (- z t))))
0.0b	(/ a (- z t))
5.3b	(/ y (/ a (- z t)))

rewrite70.0ms

Algorithm

rewrite-expression-head

Rules

465×	`times-frac`
382×	`add-sqr-sqrt`
375×	`*-un-lft-identity`
287×	`add-cube-cbrt`
204×	`prod-diff`
46×	`difference-of-squares`
44×	`distribute-lft-out--`
32×	`associate-/r/`
26×	`associate-/r*`
18×	`div-inv`
15×	`flip3--` `flip--`
10×	`add-exp-log` `add-cbrt-cube`
6×	`associate-/l*`
5×	`add-log-exp`
4×	`cbrt-undiv` `div-exp`
3×	`pow1` `expm1-log1p-u` `fma-neg` `log1p-expm1-u`
2×	`frac-2neg` `clear-num`
1×	`sub-neg` `diff-log`

Counts

3 → 368

Calls

3 calls:

27.0ms	(- x (/ y (/ a (- z t))))
5.0ms	(/ a (- z t))
9.0ms	(/ y (/ a (- z t)))

series136.0ms

Counts

3 → 9

Calls

3 calls:

43.0ms	(- x (/ y (/ a (- z t))))
44.0ms	(/ a (- z t))
49.0ms	(/ y (/ a (- z t)))

simplify97.0ms

Algorithm

egg-herbie

Counts

377 → 377

Iterations

Useful iterations: 1 (32.0ms)

Iter	Nodes	Cost
0	1708	9303
1	5001	7250

prune593.0ms

Filtered

377 candidates to 200 candidates (53.1%)

Pruning

5 alts after pruning (3 fresh and 2 done)

	Pruned	Kept	Total
New	376	1	377
Fresh	0	2	2
Picked	0	1	1
Done	0	1	1
Total	376	5	381

Merged error: 0b

Counts

381 → 5

regimes225.0ms

Accuracy

67.8% (0.8b remaining)

Error of 0.8b against oracle of 0.0b and baseline of 2.4b

bsearch1.0ms

simplify1.0ms

Algorithm

egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	26	16
1	26	16

end0.0ms

sample594.0ms

Algorithm

intervals

Results

294.0ms

10607×

body

valid