Details

sample66.0ms

Algorithm

intervals

Results

33.0ms	81×	body	1280	valid
12.0ms	49×	body	640	valid
6.0ms	20×	body	2560	valid
4.0ms	28×	body	320	valid
2.0ms	67×	body	80	valid
1.0ms	11×	body	160	valid

simplify4.0ms

Algorithm

egg-herbie

Counts

1 → 1

Iterations

Useful iterations: 0 (2.0ms)

Iter	Nodes	Cost
0	10	5
1	10	5

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 55.8b

localize10.0ms

Local error

Found 3 expressions with local error:

0.5b	(+ x (sqrt (+ (* x x) 1.0)))
3.0b	(log (+ x (sqrt (+ (* x x) 1.0))))
16.1b	(sqrt (+ (* x x) 1.0))

rewrite18.0ms

Algorithm

rewrite-expression-head

Rules

10×	`*-un-lft-identity`
8×	`add-sqr-sqrt`
6×	`add-cube-cbrt`
5×	`pow1` `add-log-exp`
4×	`add-exp-log` `log-prod`
3×	`expm1-log1p-u` `fma-def` `flip3-+` `sqrt-prod` `add-cbrt-cube` `flip-+` `log1p-expm1-u`
2×	`log-div` `sqrt-div` `distribute-lft-out`
1×	`+-commutative` `rem-sqrt-square` `sqrt-pow1` `pow1/2` `rem-log-exp` `sum-log` `log-pow` `hypot-def`

Counts

3 → 52

Calls

3 calls:

6.0ms	(+ x (sqrt (+ (* x x) 1.0)))
6.0ms	(log (+ x (sqrt (+ (* x x) 1.0))))
4.0ms	(sqrt (+ (* x x) 1.0))

series283.0ms

Counts

3 → 9

Calls

3 calls:

61.0ms	(+ x (sqrt (+ (* x x) 1.0)))
177.0ms	(log (+ x (sqrt (+ (* x x) 1.0))))
45.0ms	(sqrt (+ (* x x) 1.0))

simplify37.0ms

Algorithm

egg-herbie

Counts

61 → 61

Iterations

Useful iterations: 2 (31.0ms)

Iter	Nodes	Cost
0	331	422
1	1127	385
2	5002	366

prune187.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize15.0ms

Local error

Found 2 expressions with local error:

0.0b	(- (+ (log (sqrt 1.0)) (/ x (sqrt 1.0))) (* 1/6 (/ (pow x 3) (pow (sqrt 1.0) 3))))
0.1b	(* 1/6 (/ (pow x 3) (pow (sqrt 1.0) 3)))

rewrite94.0ms

Algorithm

rewrite-expression-head

Rules

240×	`times-frac`
220×	`associate-r`
184×	`add-sqr-sqrt`
140×	`unpow-prod-down` `cube-prod`
126×	`*-un-lft-identity`
120×	`add-cube-cbrt`
80×	`sqrt-prod`
40×	`sqr-pow`
30×	`cube-mult` `unpow3`
25×	`add-exp-log` `unswap-sqr`
10×	`prod-exp`
9×	`div-exp`
7×	`add-cbrt-cube`
6×	`pow1` `pow-to-exp` `pow-exp` `add-log-exp`
5×	`fma-neg` `prod-diff`
4×	`distribute-lft-out`
3×	`associate-r/` `associate-l*`
2×	`expm1-log1p-u` `diff-log` `log-pow` `frac-sub` `cbrt-unprod` `log1p-expm1-u`
1×	`cbrt-undiv` `sub-neg` `flip3--` `flip3-+` `pow-prod-down` `associate--l+` `sum-log` `*-commutative` `flip--` `flip-+` `div-inv`

Counts

2 → 300

Calls

2 calls:

18.0ms	(- (+ (log (sqrt 1.0)) (/ x (sqrt 1.0))) (* 1/6 (/ (pow x 3) (pow (sqrt 1.0) 3))))
54.0ms	(* 1/6 (/ (pow x 3) (pow (sqrt 1.0) 3)))

series304.0ms

Counts

2 → 6

Calls

2 calls:

158.0ms	(- (+ (log (sqrt 1.0)) (/ x (sqrt 1.0))) (* 1/6 (/ (pow x 3) (pow (sqrt 1.0) 3))))
145.0ms	(* 1/6 (/ (pow x 3) (pow (sqrt 1.0) 3)))

simplify126.0ms

Algorithm

egg-herbie

Counts

306 → 306

Iterations

Useful iterations: 2 (97.0ms)

Iter	Nodes	Cost
0	888	2345
1	4813	1909
2	5001	1888

prune477.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize6.0ms

Local error

Found 3 expressions with local error:

0.0b	(hypot x (sqrt 1.0))
0.5b	(+ x (hypot x (sqrt 1.0)))
3.0b	(log (+ x (hypot x (sqrt 1.0))))

rewrite8.0ms

Algorithm

rewrite-expression-head

Rules

9×	`*-un-lft-identity`
5×	`add-sqr-sqrt` `add-cube-cbrt` `add-log-exp`
4×	`pow1` `add-exp-log` `log-prod`
3×	`expm1-log1p-u` `fma-def` `add-cbrt-cube` `log1p-expm1-u`
2×	`log-div` `flip3-+` `flip-+` `distribute-lft-out`
1×	`+-commutative` `hypot-udef` `rem-log-exp` `sum-log` `log-pow`

Counts

3 → 44

Calls

3 calls:

1.0ms	(hypot x (sqrt 1.0))
3.0ms	(+ x (hypot x (sqrt 1.0)))
3.0ms	(log (+ x (hypot x (sqrt 1.0))))

series528.0ms

Counts

3 → 9

Calls

3 calls:

104.0ms	(hypot x (sqrt 1.0))
142.0ms	(+ x (hypot x (sqrt 1.0)))
282.0ms	(log (+ x (hypot x (sqrt 1.0))))

simplify88.0ms

Algorithm

egg-herbie

Counts

53 → 53

Iterations

Useful iterations: 3 (83.0ms)

Iter	Nodes	Cost
0	268	349
1	886	321
2	3696	305
3	5001	303

prune143.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

localize9.0ms

Local error

Found 4 expressions with local error:

0.5b	(+ x (hypot x (sqrt 1.0)))
0.5b	(+ x (hypot x (sqrt 1.0)))
2.8b	(log (sqrt (+ x (hypot x (sqrt 1.0)))))
2.8b	(log (sqrt (+ x (hypot x (sqrt 1.0)))))

rewrite17.0ms

Algorithm

rewrite-expression-head

Rules

18×	`*-un-lft-identity`
14×	`log-prod`
10×	`add-sqr-sqrt` `add-cube-cbrt`
8×	`pow1` `sqrt-prod` `add-log-exp`
6×	`add-exp-log` `fma-def` `log-pow`
4×	`expm1-log1p-u` `log-div` `flip3-+` `sqrt-div` `add-cbrt-cube` `flip-+` `log1p-expm1-u` `distribute-lft-out`
2×	`+-commutative` `sqrt-pow1` `pow1/2` `rem-log-exp` `sum-log`

Counts

4 → 78

Calls

4 calls:

3.0ms	(+ x (hypot x (sqrt 1.0)))
3.0ms	(+ x (hypot x (sqrt 1.0)))
4.0ms	(log (sqrt (+ x (hypot x (sqrt 1.0)))))
4.0ms	(log (sqrt (+ x (hypot x (sqrt 1.0)))))

series903.0ms

Counts

4 → 12

Calls

4 calls:

135.0ms	(+ x (hypot x (sqrt 1.0)))
141.0ms	(+ x (hypot x (sqrt 1.0)))
314.0ms	(log (sqrt (+ x (hypot x (sqrt 1.0)))))
313.0ms	(log (sqrt (+ x (hypot x (sqrt 1.0)))))

simplify110.0ms

Algorithm

egg-herbie

Counts

90 → 90

Iterations

Useful iterations: 3 (102.0ms)

Iter	Nodes	Cost
0	285	724
1	883	658
2	3992	630
3	5001	624

prune283.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

regimes44.0ms

Accuracy

99.1% (0.3b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 31.6b

bsearch83.0ms

Steps

Iters	Range		Point
8	0.22405535791780642	145.42571904303156	0.963811647786171
8	-914.1439753575298	-0.11986014733990268	-1.0090202414523164

simplify2.0ms

Algorithm

egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	33
1	57	33
2	60	33
3	60	33

end0.0ms

sample1.9s

Algorithm

intervals

Results

983.0ms	2365×	body	1280	valid
372.0ms	1569×	body	640	valid
215.0ms	787×	body	2560	valid
108.0ms	806×	body	320	valid
64.0ms	2104×	body	80	valid
28.0ms	369×	body	160	valid