Details

sample59.0ms

Algorithm

intervals

Results

23.0ms	52×	body	1280	valid
12.0ms	47×	body	640	valid
6.0ms	155×	body	80	valid
4.0ms	23×	body	320	valid
2.0ms	70×	body	80	nan
1.0ms	14×	body	160	valid

simplify116.0ms

Algorithm

egg-herbie

Counts

1 → 1

Iterations

Useful iterations: 4 (10.0ms)

Iter	Nodes	Cost
0	15	6
1	24	6
2	51	6
3	106	6
4	304	4
5	774	4
6	4142	4
7	5001	4

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 12.2b

localize8.0ms

Local error

Found 3 expressions with local error:

0.0b	(/ x (+ x y))
0.1b	(* x (log (/ x (+ x y))))
8.0b	(log (/ x (+ x y)))

rewrite25.0ms

Algorithm

rewrite-expression-head

Rules

64×	`*-un-lft-identity`
54×	`log-prod`
48×	`times-frac`
40×	`add-sqr-sqrt`
38×	`add-cube-cbrt`
18×	`distribute-rgt-in` `distribute-lft-in`
13×	`distribute-lft-out`
10×	`add-exp-log`
8×	`associate-/r/`
7×	`pow1` `add-cbrt-cube`
4×	`flip3-+` `associate-r` `associate-/r*` `flip-+` `div-inv`
3×	`associate-l` `associate-/l*` `add-log-exp`
2×	`div-exp` `rem-log-exp` `log-pow`
1×	`cbrt-undiv` `log-div` `frac-2neg` `pow-prod-down` `prod-exp` `clear-num` `*-commutative` `cbrt-unprod` `unswap-sqr`

Counts

3 → 117

Calls

3 calls:

5.0ms	(/ x (+ x y))
11.0ms	(* x (log (/ x (+ x y))))
4.0ms	(log (/ x (+ x y)))

series168.0ms

Counts

3 → 9

Calls

3 calls:

39.0ms	(/ x (+ x y))
77.0ms	(* x (log (/ x (+ x y))))
51.0ms	(log (/ x (+ x y)))

simplify111.0ms

Algorithm

egg-herbie

Counts

126 → 126

Iterations

Useful iterations: 2 (34.0ms)

Iter	Nodes	Cost
0	293	850
1	1237	789
2	4806	759
3	5001	759

prune252.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 1.1b

localize18.0ms

Local error

Found 4 expressions with local error:

0.6b	(cbrt x)
0.6b	(cbrt x)
2.7b	(log (/ (cbrt x) (cbrt (+ x y))))
2.7b	(log (/ (cbrt x) (cbrt (+ x y))))

rewrite20.0ms

Algorithm

rewrite-expression-head

Rules

96×	`cbrt-prod` `log-prod`
84×	`*-un-lft-identity` `times-frac`
60×	`add-sqr-sqrt` `add-cube-cbrt`
12×	`distribute-lft-out`
10×	`add-exp-log`
6×	`pow1`
4×	`cbrt-div` `rem-log-exp` `associate-/r/` `add-cbrt-cube` `add-log-exp`
2×	`log-div` `flip3-+` `pow1/3` `div-exp` `log-pow` `flip-+` `div-inv`

Counts

4 → 140

Calls

4 calls:

0.0ms	(cbrt x)
0.0ms	(cbrt x)
6.0ms	(log (/ (cbrt x) (cbrt (+ x y))))
6.0ms	(log (/ (cbrt x) (cbrt (+ x y))))

series506.0ms

Counts

4 → 12

Calls

4 calls:

183.0ms	(cbrt x)
179.0ms	(cbrt x)
69.0ms	(log (/ (cbrt x) (cbrt (+ x y))))
75.0ms	(log (/ (cbrt x) (cbrt (+ x y))))

simplify76.0ms

Algorithm

egg-herbie

Counts

152 → 152

Iterations

Useful iterations: 3 (62.0ms)

Iter	Nodes	Cost
0	311	1470
1	757	1424
2	2319	1392
3	5001	1324

prune517.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.4b

localize14.0ms

Local error

Found 4 expressions with local error:

0.6b	(cbrt (+ x y))
0.6b	(cbrt (+ x y))
0.6b	(cbrt (+ x y))
32.0b	(log (/ (/ x (* (cbrt (+ x y)) (cbrt (+ x y)))) (cbrt (+ x y))))

rewrite40.0ms

Algorithm

rewrite-expression-head

Rules

126×	`times-frac`
111×	`log-prod`
92×	`cbrt-div`
88×	`*-un-lft-identity`
72×	`cbrt-prod`
58×	`associate-/r/`
52×	`add-sqr-sqrt` `add-cube-cbrt`
46×	`flip3-+` `flip-+`
28×	`frac-times`
18×	`distribute-lft-out`
14×	`add-exp-log` `associate-r/` `associate-l/`
8×	`div-inv`
5×	`pow1` `div-exp`
4×	`rem-log-exp` `add-cbrt-cube` `add-log-exp`
3×	`pow1/3`
1×	`log-div` `prod-exp` `log-pow`

Counts

4 → 166

Calls

4 calls:

6.0ms	(cbrt (+ x y))
2.0ms	(cbrt (+ x y))
2.0ms	(cbrt (+ x y))
17.0ms	(log (/ (/ x (* (cbrt (+ x y)) (cbrt (+ x y)))) (cbrt (+ x y))))

series470.0ms

Counts

4 → 12

Calls

4 calls:

134.0ms	(cbrt (+ x y))
128.0ms	(cbrt (+ x y))
128.0ms	(cbrt (+ x y))
79.0ms	(log (/ (/ x (* (cbrt (+ x y)) (cbrt (+ x y)))) (cbrt (+ x y))))

simplify71.0ms

Algorithm

egg-herbie

Counts

178 → 178

Iterations

Useful iterations: 2 (47.0ms)

Iter	Nodes	Cost
0	863	2865
1	2484	2812
2	5001	2708

prune546.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.4b

localize13.0ms

Local error

Found 4 expressions with local error:

0.6b	(cbrt x)
0.6b	(cbrt x)
0.6b	(cbrt x)
30.3b	(log (* (* (cbrt x) (cbrt x)) (/ (cbrt x) (+ x y))))

rewrite18.0ms

Algorithm

rewrite-expression-head

Rules

17×	`add-exp-log`
10×	`pow1`
9×	`cbrt-prod`
7×	`add-sqr-sqrt` `add-cube-cbrt` `*-un-lft-identity`
6×	`prod-exp`
5×	`rem-log-exp`
4×	`add-cbrt-cube` `add-log-exp`
3×	`pow1/3` `pow-prod-down` `log-pow`
2×	`div-exp`
1×	`log-div` `log-prod` `associate-*r/`

Counts

4 → 50

Calls

4 calls:

0.0ms	(cbrt x)
0.0ms	(cbrt x)
0.0ms	(cbrt x)
16.0ms	(log (* (* (cbrt x) (cbrt x)) (/ (cbrt x) (+ x y))))

series614.0ms

Counts

4 → 12

Calls

4 calls:

180.0ms	(cbrt x)
178.0ms	(cbrt x)
185.0ms	(cbrt x)
70.0ms	(log (* (* (cbrt x) (cbrt x)) (/ (cbrt x) (+ x y))))

simplify95.0ms

Algorithm

egg-herbie

Counts

62 → 62

Iterations

Useful iterations: 4 (90.0ms)

Iter	Nodes	Cost
0	71	248
1	159	219
2	519	204
3	2968	194
4	5001	182

prune181.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0.4b

regimes65.0ms

Accuracy

15.7% (4.1b remaining)

Error of 5.0b against oracle of 0.9b and baseline of 5.7b

bsearch132.0ms

Steps

Iters	Range		Point
9	5.003531038945505e+82	4.123826930277484e+87	3.000595354627898e+87
9	0.008244135775532546	16112908.465778163	167.99809592077398

simplify2.0ms

Algorithm

egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	36	29
1	36	29

end0.0ms

sample1.8s

Algorithm

intervals

Results

685.0ms	1572×	body	1280	valid
380.0ms	1447×	body	640	valid
204.0ms	4844×	body	80	valid
133.0ms	825×	body	320	valid
87.0ms	2975×	body	80	nan
45.0ms	455×	body	160	valid