Details

sample23.0ms

Algorithm

intervals

Results

11.0ms

262×

body

valid

simplify13.0ms

Algorithm

egg-herbie

Counts

1 → 1

Iterations

Useful iterations: 0 (1.0ms)

Iter	Nodes	Cost
0	21	7
1	40	7
2	56	7
3	76	7
4	90	7
5	94	7
6	94	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: 30.2b

Counts

2 → 1

localize10.0ms

Local error

Found 3 expressions with local error:

0.0b	(+ (* c c) (* d d))
0.7b	(- (* b c) (* a d))
29.7b	(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

rewrite17.0ms

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	(+ (* c c) (* d d))
3.0ms	(- (* b c) (* a d))
8.0ms	(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

series154.0ms

Counts

3 → 9

Calls

3 calls:

27.0ms	(+ (* c c) (* d d))
42.0ms	(- (* b c) (* a d))
85.0ms	(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

simplify41.0ms

Algorithm

egg-herbie

Counts

73 → 73

Iterations

Useful iterations: 2 (33.0ms)

Iter	Nodes	Cost
0	314	555
1	1341	496
2	5001	481

prune178.0ms

Filtered

73 candidates to 59 candidates (80.8%)

Pruning

7 alts after pruning (6 fresh and 1 done)

	Pruned	Kept	Total
New	67	6	73
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	67	7	74

Merged error: 12.6b

Counts

74 → 7

localize12.0ms

Local error

Found 4 expressions with local error:

0.0b	(/ 1 (* (hypot c d) 1))
0.3b	(* (/ 1 (* (hypot c d) 1)) (/ (- (* b c) (* a d)) (hypot c d)))
0.7b	(- (* b c) (* a d))
16.3b	(/ (- (* b c) (* a d)) (hypot c d))

rewrite34.0ms

Algorithm

rewrite-expression-head

Rules

83×	`add-exp-log`
38×	`prod-exp`
32×	`add-cbrt-cube`
29×	`div-exp`
28×	`add-sqr-sqrt`
25×	`times-frac`
23×	`add-cube-cbrt` `*-un-lft-identity`
18×	`1-exp`
13×	`associate-r`
10×	`cbrt-undiv`
9×	`pow1` `rec-exp` `cbrt-unprod`
7×	`associate-l`
6×	`associate-/l*` `add-log-exp`
4×	`expm1-log1p-u` `associate-/r*` `log1p-expm1-u` `div-inv`
2×	`flip3--` `pow-flip` `frac-2neg` `pow-prod-down` `clear-num` `flip--` `associate-/l/` `unswap-sqr`
1×	`frac-times` `sub-neg` `fma-neg` `diff-log` `div-sub` `associate-r/` `prod-diff` `associate-l/` `*-commutative` `inv-pow`

Counts

4 → 143

Calls

4 calls:

7.0ms	(/ 1 (* (hypot c d) 1))
12.0ms	(* (/ 1 (* (hypot c d) 1)) (/ (- (* b c) (* a d)) (hypot c d)))
4.0ms	(- (* b c) (* a d))
6.0ms	(/ (- (* b c) (* a d)) (hypot c d))

series381.0ms

Counts

4 → 12

Calls

4 calls:

54.0ms	(/ 1 (* (hypot c d) 1))
177.0ms	(* (/ 1 (* (hypot c d) 1)) (/ (- (* b c) (* a d)) (hypot c d)))
38.0ms	(- (* b c) (* a d))
112.0ms	(/ (- (* b c) (* a d)) (hypot c d))

simplify63.0ms

Algorithm

egg-herbie

Counts

155 → 155

Iterations

Useful iterations: 2 (50.0ms)

Iter	Nodes	Cost
0	553	1207
1	2304	1003
2	5001	995

prune428.0ms

Filtered

155 candidates to 94 candidates (60.6%)

Pruning

10 alts after pruning (9 fresh and 1 done)

	Pruned	Kept	Total
New	148	7	155
Fresh	3	2	5
Picked	0	1	1
Done	1	0	1
Total	152	10	162

Merged error: 4.8b

Counts

162 → 10

localize10.0ms

Local error

Found 4 expressions with local error:

0.0b	(hypot c d)
0.1b	(/ (/ (- (* b c) (* a d)) (hypot c d)) (hypot c d))
0.7b	(- (* b c) (* a d))
16.3b	(/ (- (* b c) (* a d)) (hypot c d))

rewrite22.0ms

Algorithm

rewrite-expression-head

Rules

84×	`times-frac`
54×	`add-sqr-sqrt` `add-cube-cbrt` `*-un-lft-identity`
16×	`associate-/l*`
11×	`add-exp-log` `add-cbrt-cube`
6×	`associate-/r*` `div-inv` `add-log-exp`
4×	`pow1` `cbrt-undiv` `expm1-log1p-u` `div-exp` `log1p-expm1-u`
3×	`div-sub` `associate-/l/`
2×	`flip3--` `frac-2neg` `clear-num` `flip--`
1×	`sub-neg` `hypot-udef` `fma-neg` `diff-log` `prod-diff`

Counts

4 → 131

Calls

4 calls:

1.0ms	(hypot c d)
7.0ms	(/ (/ (- (* b c) (* a d)) (hypot c d)) (hypot c d))
4.0ms	(- (* b c) (* a d))
6.0ms	(/ (- (* b c) (* a d)) (hypot c d))

series314.0ms

Counts

4 → 12

Calls

4 calls:

46.0ms	(hypot c d)
113.0ms	(/ (/ (- (* b c) (* a d)) (hypot c d)) (hypot c d))
38.0ms	(- (* b c) (* a d))
117.0ms	(/ (- (* b c) (* a d)) (hypot c d))

simplify55.0ms

Algorithm

egg-herbie

Counts

143 → 143

Iterations

Useful iterations: 2 (40.0ms)

Iter	Nodes	Cost
0	458	1435
1	1667	1331
2	5001	1322

prune307.0ms

Filtered

143 candidates to 111 candidates (77.6%)

Pruning

10 alts after pruning (9 fresh and 1 done)

	Pruned	Kept	Total
New	137	6	143
Fresh	5	3	8
Picked	1	0	1
Done	0	1	1
Total	143	10	153

Merged error: 4.7b

Counts

153 → 10

localize10.0ms

Local error

Found 4 expressions with local error:

0.0b	(/ 1 (hypot c d))
0.1b	(/ (* (- (* b c) (* a d)) (/ 1 (hypot c d))) (hypot c d))
0.7b	(- (* b c) (* a d))
16.4b	(* (- (* b c) (* a d)) (/ 1 (hypot c d)))

rewrite31.0ms

Algorithm

rewrite-expression-head

Rules

32×	`add-exp-log`
29×	`add-sqr-sqrt`
23×	`*-un-lft-identity` `times-frac`
22×	`add-cube-cbrt`
20×	`add-cbrt-cube`
13×	`associate-r`
11×	`div-exp`
8×	`prod-exp`
7×	`pow1`
6×	`cbrt-undiv` `associate-/r*` `associate-/l/` `add-log-exp`
5×	`flip3--` `flip--`
4×	`expm1-log1p-u` `frac-times` `associate-l/` `cbrt-unprod` `log1p-expm1-u` `associate-/l`
3×	`rec-exp` `1-exp` `associate-l` `div-inv` `unswap-sqr`
2×	`frac-2neg` `associate-*r/` `clear-num` `un-div-inv`
1×	`sub-neg` `pow-flip` `fma-neg` `diff-log` `prod-diff` `pow-prod-down` `*-commutative` `inv-pow`

Counts

4 → 124

Calls

4 calls:

6.0ms	(/ 1 (hypot c d))
9.0ms	(/ (* (- (* b c) (* a d)) (/ 1 (hypot c d))) (hypot c d))
4.0ms	(- (* b c) (* a d))
9.0ms	(* (- (* b c) (* a d)) (/ 1 (hypot c d)))

series316.0ms

Counts

4 → 12

Calls

4 calls:

50.0ms	(/ 1 (hypot c d))
116.0ms	(/ (* (- (* b c) (* a d)) (/ 1 (hypot c d))) (hypot c d))
38.0ms	(- (* b c) (* a d))
111.0ms	(* (- (* b c) (* a d)) (/ 1 (hypot c d)))

simplify57.0ms

Algorithm

egg-herbie

Counts

136 → 136

Iterations

Useful iterations: 2 (46.0ms)

Iter	Nodes	Cost
0	417	955
1	1964	794
2	5002	763

prune220.0ms

Filtered

136 candidates to 87 candidates (64.0%)

Pruning

10 alts after pruning (8 fresh and 2 done)

	Pruned	Kept	Total
New	136	0	136
Fresh	0	8	8
Picked	0	1	1
Done	0	1	1
Total	136	10	146

Merged error: 4.7b

Counts

146 → 10

regimes190.0ms

Accuracy

25.4% (9.1b remaining)

Error of 13.7b against oracle of 4.7b and baseline of 16.8b

bsearch144.0ms

Steps

Iters	Range		Point
9	3.1765400367270553e+161	1.7693135749404962e+167	1.8252162352267452e+166
7	9.372835355027594e+147	1.4604638118099315e+150	3.240393816704966e+148
9	1.5438579651596973e-189	3.72048546002662e-181	9.4002746344381e-182
6	-1.6077362927151863e+241	-2.0754778060223055e+240	-2.1140340824639586e+240

simplify2.0ms

Algorithm

egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	48	31
1	54	31
2	55	31
3	55	31

end0.0ms

sample603.0ms

Algorithm

intervals

Results

362.0ms

8462×

body

valid