Details

Time bar (total: 3.3s)

sample28.0ms

Algorithm
intervals
Results
16.0ms419×body80valid

simplify50.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0227
1557
21017
31827
43357
57317
618287
750017

prune2.0ms

Filtered
1 candidates to 0 candidates (0.0%)
Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 29.1b

localize9.0ms

Local error

Found 2 expressions with local error:

4.9b
(- (+ (* x x) (* y y)) (* z z))
26.9b
(/ (- (+ (* x x) (* y y)) (* z z)) (* y 2.0))

rewrite15.0ms

Algorithm
rewrite-expression-head
Rules
add-exp-log add-sqr-sqrt add-cbrt-cube add-log-exp
add-cube-cbrt *-un-lft-identity times-frac associate-/l*
difference-of-squares
pow1 cbrt-undiv flip3-- diff-log div-exp flip-- associate-/l/
sub-neg frac-2neg div-sub prod-exp associate--l+ clear-num associate-/r* sum-log cbrt-unprod div-inv
Counts
2 → 41
Calls
2 calls:
5.0ms
(- (+ (* x x) (* y y)) (* z z))
9.0ms
(/ (- (+ (* x x) (* y y)) (* z z)) (* y 2.0))

series120.0ms

Counts
2 → 6
Calls
2 calls:
41.0ms
(- (+ (* x x) (* y y)) (* z z))
80.0ms
(/ (- (+ (* x x) (* y y)) (* z z)) (* y 2.0))

simplify40.0ms

Algorithm
egg-herbie
Counts
47 → 47
Iterations

Useful iterations: 2 (34.0ms)

IterNodesCost
0275450
11168388
25001380

prune127.0ms

Filtered
47 candidates to 35 candidates (74.5%)
Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 9.5b

localize11.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ y (/ (pow x 2) y))
0.0b
(- (+ y (/ (pow x 2) y)) (/ (pow z 2) y))
9.5b
(/ (pow x 2) y)
10.5b
(/ (pow z 2) y)

rewrite42.0ms

Algorithm
rewrite-expression-head
Rules
52×times-frac
50×add-sqr-sqrt
45×*-un-lft-identity
38×add-cube-cbrt
25×unpow-prod-down
16×associate-/l*
14×add-exp-log
11×add-log-exp
unpow2 sqr-pow
add-cbrt-cube
div-exp associate-/r*
difference-of-squares
pow1
cbrt-undiv pow-to-exp frac-2neg flip3-+ diff-log pow-exp clear-num sum-log frac-sub flip-+ div-inv distribute-lft-out distribute-lft-out--
+-commutative sub-neg flip3-- associate--l+ flip--
Counts
4 → 133
Calls
4 calls:
9.0ms
(+ y (/ (pow x 2) y))
19.0ms
(- (+ y (/ (pow x 2) y)) (/ (pow z 2) y))
5.0ms
(/ (pow x 2) y)
5.0ms
(/ (pow z 2) y)

series129.0ms

Counts
4 → 12
Calls
4 calls:
46.0ms
(+ y (/ (pow x 2) y))
41.0ms
(- (+ y (/ (pow x 2) y)) (/ (pow z 2) y))
19.0ms
(/ (pow x 2) y)
23.0ms
(/ (pow z 2) y)

simplify55.0ms

Algorithm
egg-herbie
Counts
145 → 145
Iterations

Useful iterations: 2 (40.0ms)

IterNodesCost
0419838
11459771
25001759

prune325.0ms

Filtered
145 candidates to 92 candidates (63.4%)
Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 2.1b

localize10.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ y (/ (pow x 2) y))
0.0b
(- (+ y (/ (pow x 2) y)) (/ z (/ y z)))
0.2b
(/ z (/ y z))
9.5b
(/ (pow x 2) y)

rewrite50.0ms

Algorithm
rewrite-expression-head
Rules
102×times-frac
72×add-sqr-sqrt
70×*-un-lft-identity
63×add-cube-cbrt
16×associate-/r*
14×add-exp-log
12×unpow-prod-down
11×add-cbrt-cube associate-/l* add-log-exp
div-exp div-inv
pow1 cbrt-undiv unpow2 sqr-pow
difference-of-squares
frac-2neg flip3-+ diff-log clear-num sum-log frac-sub flip-+ distribute-lft-out distribute-lft-out--
+-commutative pow-to-exp sub-neg flip3-- pow-exp associate--l+ associate-/r/ flip--
Counts
4 → 152
Calls
4 calls:
9.0ms
(+ y (/ (pow x 2) y))
25.0ms
(- (+ y (/ (pow x 2) y)) (/ z (/ y z)))
5.0ms
(/ z (/ y z))
5.0ms
(/ (pow x 2) y)

series105.0ms

Counts
4 → 12
Calls
4 calls:
26.0ms
(+ y (/ (pow x 2) y))
42.0ms
(- (+ y (/ (pow x 2) y)) (/ z (/ y z)))
18.0ms
(/ z (/ y z))
19.0ms
(/ (pow x 2) y)

simplify74.0ms

Algorithm
egg-herbie
Counts
164 → 164
Iterations

Useful iterations: 2 (63.0ms)

IterNodesCost
06021025
12749949
25001943

prune376.0ms

Filtered
164 candidates to 113 candidates (68.9%)
Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize12.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ y (/ (pow x (/ 2 2)) (/ y x)))
0.0b
(- (+ y (/ (pow x (/ 2 2)) (/ y x))) (/ z (/ y z)))
0.2b
(/ (pow x (/ 2 2)) (/ y x))
0.2b
(/ z (/ y z))

rewrite87.0ms

Algorithm
rewrite-expression-head
Rules
241×times-frac
139×add-sqr-sqrt
137×*-un-lft-identity
130×add-cube-cbrt
42×unpow-prod-down
26×associate-/r*
22×add-exp-log
14×add-cbrt-cube div-inv sqr-pow
12×div-exp
11×add-log-exp
10×associate-/l*
cbrt-undiv
pow1
difference-of-squares
pow-to-exp frac-2neg flip3-+ diff-log pow-exp clear-num sum-log associate-/r/ frac-sub flip-+ distribute-lft-out distribute-lft-out--
+-commutative sub-neg flip3-- associate--l+ flip--
Counts
4 → 233
Calls
4 calls:
22.0ms
(+ y (/ (pow x (/ 2 2)) (/ y x)))
40.0ms
(- (+ y (/ (pow x (/ 2 2)) (/ y x))) (/ z (/ y z)))
8.0ms
(/ (pow x (/ 2 2)) (/ y x))
6.0ms
(/ z (/ y z))

series114.0ms

Counts
4 → 12
Calls
4 calls:
29.0ms
(+ y (/ (pow x (/ 2 2)) (/ y x)))
41.0ms
(- (+ y (/ (pow x (/ 2 2)) (/ y x))) (/ z (/ y z)))
25.0ms
(/ (pow x (/ 2 2)) (/ y x))
19.0ms
(/ z (/ y z))

simplify149.0ms

Algorithm
egg-herbie
Counts
245 → 245
Iterations

Useful iterations: 1 (26.0ms)

IterNodesCost
09751784
149011582
250011582

prune510.0ms

Filtered
245 candidates to 142 candidates (58.0%)
Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

regimes122.0ms

Accuracy

0% (0.1b remaining)

Error of 0.2b against oracle of 0.0b and baseline of 0.2b

bsearch0.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0198
1208
2208

end0.0ms

sample738.0ms

Algorithm
intervals
Results
464.0ms13659×body80valid