Details

analyze93.0ms

Algorithm

Search

True	Other	False	Iter
0%	99.9%	0.1%	0
0%	99.9%	0.1%	1
0%	50%	50%	2
0%	50%	50%	3
0%	50%	50%	4
6.2%	43.7%	50%	5
9.4%	28.1%	62.5%	6
12.5%	25%	62.5%	7
15.6%	15.6%	68.8%	8
16.8%	14.4%	68.8%	9
18.5%	8.8%	72.7%	10
19.2%	7.7%	73.1%	11
20.1%	4.6%	75.2%	12
20.5%	4%	75.5%	13
21%	2.4%	76.6%	14

sample24.0ms

Algorithm

intervals

Results

15.0ms	256×	body	80	valid
1.0ms	11×	body	80	invalid
0.0ms	8×	body	80	nan

simplify168.0ms

Algorithm

egg-herbie

Counts

1 → 1

Iterations

Useful iterations: 0 (167.0ms)

Iter	Nodes	Cost
0	4908	20
1	4908	20

prune10.0ms

Filtered

1 candidates to 1 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: 0.1b

Counts

2 → 2

localize11.0ms

Local error

Found 4 expressions with local error:

0.0b	(* (- a (/ 1.0 3.0)) 9.0)
0.1b	(* (- a (/ 1.0 3.0)) (+ (/ rand (sqrt (* (- a (/ 1.0 3.0)) 9.0))) 1))
0.3b	(/ rand (sqrt (* (- a (/ 1.0 3.0)) 9.0)))
0.4b	(sqrt (* (- a (/ 1.0 3.0)) 9.0))

rewrite56.0ms

Algorithm

rewrite-expression-head

Rules

31×	`add-sqr-sqrt`
23×	`*-un-lft-identity`
17×	`add-cube-cbrt`
14×	`times-frac`
12×	`associate-l`
11×	`pow1`
10×	`add-exp-log` `add-cbrt-cube`
8×	`associate-*l/`
7×	`associate-r`
6×	`flip3--` `flip--`
5×	`sqrt-prod`
4×	`frac-times` `sqrt-div` `associate-/r*` `add-log-exp` `difference-of-squares`
3×	`flip3-+` `pow-prod-down` `flip-+` `associate-/l*`
2×	`sqrt-pow1` `associate-r/` `prod-exp` `associate-/r/` `-commutative` `cbrt-unprod` `distribute-lft-out--` `unswap-sqr`
1×	`cbrt-undiv` `distribute-rgt-in` `frac-2neg` `distribute-lft-in` `pow1/2` `div-exp` `clear-num` `div-inv` `distribute-lft-out`

Counts

4 → 101

Calls

4 calls:

9.0ms	(* (- a (/ 1.0 3.0)) 9.0)
24.0ms	(* (- a (/ 1.0 3.0)) (+ (/ rand (sqrt (* (- a (/ 1.0 3.0)) 9.0))) 1))
10.0ms	(/ rand (sqrt (* (- a (/ 1.0 3.0)) 9.0)))
10.0ms	(sqrt (* (- a (/ 1.0 3.0)) 9.0))

series43.0ms

Counts

4 → 12

Calls

4 calls:

4.0ms	(* (- a (/ 1.0 3.0)) 9.0)
16.0ms	(* (- a (/ 1.0 3.0)) (+ (/ rand (sqrt (* (- a (/ 1.0 3.0)) 9.0))) 1))
16.0ms	(/ rand (sqrt (* (- a (/ 1.0 3.0)) 9.0)))
7.0ms	(sqrt (* (- a (/ 1.0 3.0)) 9.0))

simplify35.0ms

Algorithm

egg-herbie

Counts

113 → 113

Iterations

Useful iterations: 0 (24.0ms)

Iter	Nodes	Cost
0	5787	1905

prune262.0ms

Filtered

92 candidates to 113 candidates (-22.8%)

Pruning

8 alts after pruning (8 fresh and 0 done)

	Pruned	Kept	Total
New	105	8	113
Fresh	1	0	1
Picked	1	0	1
Done	0	0	0
Total	107	8	115

Merged error: 0.0b

Counts

115 → 8

localize11.0ms

Local error

Found 4 expressions with local error:

0.0b	(- (* a 9.0) 3.0)
0.1b	(* (- a (/ 1.0 3.0)) (+ (/ rand (sqrt (- (* a 9.0) 3.0))) 1))
0.3b	(/ rand (sqrt (- (* a 9.0) 3.0)))
0.4b	(sqrt (- (* a 9.0) 3.0))

rewrite38.0ms

Algorithm

rewrite-expression-head

Rules

30×	`add-sqr-sqrt`
26×	`*-un-lft-identity`
22×	`add-cube-cbrt`
19×	`times-frac`
15×	`sqrt-prod`
8×	`add-exp-log` `add-cbrt-cube`
7×	`pow1`
6×	`flip3--` `associate-l` `associate-/r*` `flip--` `add-log-exp`
4×	`frac-times` `sqrt-div` `associate-r`
3×	`flip3-+` `flip-+` `associate-/l*`
2×	`associate-r/` `associate-l/` `associate-/r/` `difference-of-squares`
1×	`cbrt-undiv` `distribute-rgt-in` `sub-neg` `rem-sqrt-square` `frac-2neg` `distribute-lft-in` `sqrt-pow1` `pow1/2` `diff-log` `div-exp` `pow-prod-down` `prod-exp` `clear-num` `*-commutative` `cbrt-unprod` `div-inv` `distribute-lft-out` `distribute-lft-out--` `unswap-sqr`

Counts

4 → 99

Calls

4 calls:

4.0ms	(- (* a 9.0) 3.0)
20.0ms	(* (- a (/ 1.0 3.0)) (+ (/ rand (sqrt (- (* a 9.0) 3.0))) 1))
6.0ms	(/ rand (sqrt (- (* a 9.0) 3.0)))
4.0ms	(sqrt (- (* a 9.0) 3.0))

series36.0ms

Counts

4 → 12

Calls

4 calls:

4.0ms	(- (* a 9.0) 3.0)
14.0ms	(* (- a (/ 1.0 3.0)) (+ (/ rand (sqrt (- (* a 9.0) 3.0))) 1))
14.0ms	(/ rand (sqrt (- (* a 9.0) 3.0)))
4.0ms	(sqrt (- (* a 9.0) 3.0))

simplify30.0ms

Algorithm

egg-herbie

Counts

111 → 111

Iterations

Useful iterations: 0 (19.0ms)

Iter	Nodes	Cost
0	5098	1758

prune212.0ms

Filtered

85 candidates to 111 candidates (-30.6%)

Pruning

8 alts after pruning (7 fresh and 1 done)

	Pruned	Kept	Total
New	109	2	111
Fresh	2	5	7
Picked	0	1	1
Done	0	0	0
Total	111	8	119

Merged error: 0.0b

Counts

119 → 8

localize12.0ms

Local error

Found 4 expressions with local error:

0.0b	(sqrt (- a (/ 1.0 3.0)))
0.1b	(* (- a (/ 1.0 3.0)) (+ (/ (/ rand (sqrt (- a (/ 1.0 3.0)))) (sqrt 9.0)) 1))
0.2b	(/ rand (sqrt (- a (/ 1.0 3.0))))
0.2b	(/ (/ rand (sqrt (- a (/ 1.0 3.0)))) (sqrt 9.0))

rewrite127.0ms

Algorithm

rewrite-expression-head

Rules

441×	`times-frac`
343×	`add-sqr-sqrt`
261×	`*-un-lft-identity`
258×	`sqrt-prod`
205×	`add-cube-cbrt`
54×	`difference-of-squares`
36×	`associate-/l*`
27×	`distribute-lft-out--`
18×	`sqrt-div`
16×	`associate-/r/`
15×	`associate-/r*`
13×	`add-exp-log` `add-cbrt-cube`
12×	`flip3--` `flip--`
9×	`div-inv`
7×	`pow1`
6×	`associate-l`
4×	`cbrt-undiv` `frac-times` `div-exp` `associate-r` `add-log-exp`
3×	`flip3-+` `flip-+`
2×	`frac-2neg` `associate-r/` `associate-l/` `clear-num`
1×	`distribute-rgt-in` `rem-sqrt-square` `distribute-lft-in` `sqrt-pow1` `pow1/2` `pow-prod-down` `prod-exp` `*-commutative` `cbrt-unprod` `associate-/l/` `distribute-lft-out` `unswap-sqr`

Counts

4 → 355

Calls

4 calls:

6.0ms	(sqrt (- a (/ 1.0 3.0)))
71.0ms	(* (- a (/ 1.0 3.0)) (+ (/ (/ rand (sqrt (- a (/ 1.0 3.0)))) (sqrt 9.0)) 1))
9.0ms	(/ rand (sqrt (- a (/ 1.0 3.0))))
18.0ms	(/ (/ rand (sqrt (- a (/ 1.0 3.0)))) (sqrt 9.0))

series53.0ms

Counts

4 → 12

Calls

4 calls:

4.0ms	(sqrt (- a (/ 1.0 3.0)))
20.0ms	(* (- a (/ 1.0 3.0)) (+ (/ (/ rand (sqrt (- a (/ 1.0 3.0)))) (sqrt 9.0)) 1))
11.0ms	(/ rand (sqrt (- a (/ 1.0 3.0))))
18.0ms	(/ (/ rand (sqrt (- a (/ 1.0 3.0)))) (sqrt 9.0))

simplify88.0ms

Algorithm

egg-herbie

Counts

367 → 367

Iterations

Useful iterations: 0 (45.0ms)

Iter	Nodes	Cost
0	4988	7942
1	4988	7942

prune830.0ms

Filtered

219 candidates to 367 candidates (-67.6%)

Pruning

8 alts after pruning (6 fresh and 2 done)

	Pruned	Kept	Total
New	364	3	367
Fresh	3	3	6
Picked	0	1	1
Done	0	1	1
Total	367	8	375

Merged error: 0b

Counts

375 → 8

localize16.0ms

Local error

Found 4 expressions with local error:

0.1b	(* (- a (/ 1.0 3.0)) (+ (* (/ 1 (fabs (cbrt 9.0))) (/ rand (* (sqrt (- a (/ 1.0 3.0))) (sqrt (cbrt 9.0))))) 1))
0.2b	(/ rand (* (sqrt (- a (/ 1.0 3.0))) (sqrt (cbrt 9.0))))
0.2b	(* (/ 1 (fabs (cbrt 9.0))) (/ rand (* (sqrt (- a (/ 1.0 3.0))) (sqrt (cbrt 9.0)))))
0.4b	(* (sqrt (- a (/ 1.0 3.0))) (sqrt (cbrt 9.0)))

rewrite79.0ms

Algorithm

rewrite-expression-head

Rules

53×	`add-sqr-sqrt`
52×	`add-exp-log`
34×	`add-cbrt-cube`
28×	`associate-l`
27×	`*-un-lft-identity`
22×	`add-cube-cbrt`
21×	`associate-r`
19×	`times-frac` `prod-exp` `sqrt-prod`
16×	`div-exp`
12×	`pow1`
11×	`cbrt-unprod`
10×	`unswap-sqr`
9×	`cbrt-undiv` `associate-*l/`
6×	`flip3--` `sqrt-div` `flip--`
5×	`cbrt-prod` `frac-times` `pow-prod-down`
4×	`associate-/r/` `add-log-exp` `difference-of-squares`
3×	`rec-exp` `flip3-+` `1-exp` `associate-r/` `-commutative` `flip-+` `div-inv` `associate-/l*`
2×	`sqrt-pow1` `pow1/2` `distribute-lft-out--`
1×	`distribute-rgt-in` `frac-2neg` `distribute-lft-in` `sqrt-unprod` `clear-num` `associate-/r*`

Counts

4 → 149

Calls

4 calls:

26.0ms	(* (- a (/ 1.0 3.0)) (+ (* (/ 1 (fabs (cbrt 9.0))) (/ rand (* (sqrt (- a (/ 1.0 3.0))) (sqrt (cbrt 9.0))))) 1))
12.0ms	(/ rand (* (sqrt (- a (/ 1.0 3.0))) (sqrt (cbrt 9.0))))
21.0ms	(* (/ 1 (fabs (cbrt 9.0))) (/ rand (* (sqrt (- a (/ 1.0 3.0))) (sqrt (cbrt 9.0)))))
13.0ms	(* (sqrt (- a (/ 1.0 3.0))) (sqrt (cbrt 9.0)))

series90.0ms

Counts

4 → 12

Calls

4 calls:

24.0ms	(* (- a (/ 1.0 3.0)) (+ (* (/ 1 (fabs (cbrt 9.0))) (/ rand (* (sqrt (- a (/ 1.0 3.0))) (sqrt (cbrt 9.0))))) 1))
22.0ms	(/ rand (* (sqrt (- a (/ 1.0 3.0))) (sqrt (cbrt 9.0))))
35.0ms	(* (/ 1 (fabs (cbrt 9.0))) (/ rand (* (sqrt (- a (/ 1.0 3.0))) (sqrt (cbrt 9.0)))))
9.0ms	(* (sqrt (- a (/ 1.0 3.0))) (sqrt (cbrt 9.0)))

simplify55.0ms

Algorithm

egg-herbie

Counts

161 → 161

Iterations

Useful iterations: 0 (31.0ms)

Iter	Nodes	Cost
0	5012	3475

prune484.0ms

Filtered

117 candidates to 161 candidates (-37.6%)

Pruning

8 alts after pruning (5 fresh and 3 done)

	Pruned	Kept	Total
New	161	0	161
Fresh	0	5	5
Picked	0	1	1
Done	0	2	2
Total	161	8	169

Merged error: 0b

Counts

169 → 8

regimes227.0ms

Accuracy

0% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 0.1b

bsearch0.0ms

simplify1.0ms

Algorithm

egg-herbie

Iterations

Useful iterations: 0 (1.0ms)

Iter	Nodes	Cost
0	44	18
1	44	18

end0.0ms

sample661.0ms

Algorithm

intervals

Results

486.0ms	8000×	body	80	valid
15.0ms	250×	body	80	invalid
15.0ms	272×	body	80	nan

Details

analyze93.0ms

sample24.0ms

simplify168.0ms

prune10.0ms

localize11.0ms

rewrite56.0ms

series43.0ms

simplify35.0ms

prune262.0ms

localize11.0ms

rewrite38.0ms

series36.0ms

simplify30.0ms

prune212.0ms

localize12.0ms

rewrite127.0ms

series53.0ms

simplify88.0ms

prune830.0ms

localize16.0ms

rewrite79.0ms

series90.0ms

simplify55.0ms

prune484.0ms

regimes227.0ms

bsearch0.0ms

simplify1.0ms

end0.0ms

sample661.0ms

Profiling