Details

Time bar (total: 6.6s)

sample77.0ms

Algorithm
intervals
Results
33.0ms495×body80valid

simplify154.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 1 (5.0ms)

IterNodesCost
06615
120414
263114
3146814
4246414
5390914
6500114

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 5.1b

localize22.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* j 27.0) k)
0.2b
(* (* x 18.0) y)
3.6b
(* (* (* x 18.0) y) z)
5.6b
(* (* (* (* x 18.0) y) z) t)

rewrite283.0ms

Algorithm
rewrite-expression-head
Rules
37×pow1 add-exp-log add-cbrt-cube
22×pow-prod-down prod-exp cbrt-unprod
12×associate-*r*
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*l* *-commutative add-log-exp
Counts
4 → 81
Calls
4 calls:
17.0ms
(* (* j 27.0) k)
19.0ms
(* (* x 18.0) y)
54.0ms
(* (* (* x 18.0) y) z)
189.0ms
(* (* (* (* x 18.0) y) z) t)

series97.0ms

Counts
4 → 12
Calls
4 calls:
15.0ms
(* (* j 27.0) k)
17.0ms
(* (* x 18.0) y)
25.0ms
(* (* (* x 18.0) y) z)
38.0ms
(* (* (* (* x 18.0) y) z) t)

simplify66.0ms

Algorithm
egg-herbie
Counts
93 → 93
Iterations

Useful iterations: 1 (12.0ms)

IterNodesCost
0360423
12141320
25001320

prune270.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 1.9b

localize20.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* a 4.0) t)
0.2b
(* (* j 27.0) k)
3.6b
(* (* x (* 18.0 y)) z)
5.6b
(* (* (* x (* 18.0 y)) z) t)

rewrite235.0ms

Algorithm
rewrite-expression-head
Rules
37×pow1 add-exp-log add-cbrt-cube
22×pow-prod-down prod-exp cbrt-unprod
12×associate-*r*
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*l* *-commutative add-log-exp
Counts
4 → 81
Calls
4 calls:
19.0ms
(* (* a 4.0) t)
17.0ms
(* (* j 27.0) k)
46.0ms
(* (* x (* 18.0 y)) z)
150.0ms
(* (* (* x (* 18.0 y)) z) t)

series96.0ms

Counts
4 → 12
Calls
4 calls:
17.0ms
(* (* a 4.0) t)
15.0ms
(* (* j 27.0) k)
25.0ms
(* (* x (* 18.0 y)) z)
38.0ms
(* (* (* x (* 18.0 y)) z) t)

simplify61.0ms

Algorithm
egg-herbie
Counts
93 → 93
Iterations

Useful iterations: 1 (12.0ms)

IterNodesCost
0428424
12240321
25002321

prune279.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 1.9b

localize27.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* a 4.0) t)
0.2b
(* (* x 18.0) y)
3.6b
(* (* (* x 18.0) y) z)
5.6b
(* (* (* (* x 18.0) y) z) t)

rewrite281.0ms

Algorithm
rewrite-expression-head
Rules
37×pow1 add-exp-log add-cbrt-cube
22×pow-prod-down prod-exp cbrt-unprod
12×associate-*r*
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*l* *-commutative add-log-exp
Counts
4 → 81
Calls
4 calls:
18.0ms
(* (* a 4.0) t)
17.0ms
(* (* x 18.0) y)
56.0ms
(* (* (* x 18.0) y) z)
187.0ms
(* (* (* (* x 18.0) y) z) t)

series99.0ms

Counts
4 → 12
Calls
4 calls:
17.0ms
(* (* a 4.0) t)
17.0ms
(* (* x 18.0) y)
23.0ms
(* (* (* x 18.0) y) z)
41.0ms
(* (* (* (* x 18.0) y) z) t)

simplify64.0ms

Algorithm
egg-herbie
Counts
93 → 93
Iterations

Useful iterations: 1 (12.0ms)

IterNodesCost
0352423
12122320
25001320

prune267.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 1.9b

localize21.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* a 4.0) t)
0.2b
(* (* j 27.0) k)
4.0b
(* x (* (* 18.0 y) z))
5.6b
(* (* x (* (* 18.0 y) z)) t)

rewrite232.0ms

Algorithm
rewrite-expression-head
Rules
37×pow1 add-exp-log add-cbrt-cube
22×pow-prod-down prod-exp cbrt-unprod
10×associate-*r*
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*l*
*-commutative add-log-exp
Counts
4 → 81
Calls
4 calls:
19.0ms
(* (* a 4.0) t)
17.0ms
(* (* j 27.0) k)
46.0ms
(* x (* (* 18.0 y) z))
147.0ms
(* (* x (* (* 18.0 y) z)) t)

series97.0ms

Counts
4 → 12
Calls
4 calls:
17.0ms
(* (* a 4.0) t)
15.0ms
(* (* j 27.0) k)
26.0ms
(* x (* (* 18.0 y) z))
38.0ms
(* (* x (* (* 18.0 y) z)) t)

simplify59.0ms

Algorithm
egg-herbie
Counts
93 → 93
Iterations

Useful iterations: 1 (12.0ms)

IterNodesCost
0427425
12085322
25001322

prune246.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 1.0b

regimes1.1s

Accuracy

66.6% (1.7b remaining)

Error of 2.0b against oracle of 0.2b and baseline of 5.4b

bsearch273.0ms

Steps
ItersRangePoint
10
2.5647226286960692e+67
4.1400289630919464e+77
2.5870258517068188e+67
7
-2.1491926779526827e+42
-2.3785117043279153e+40
-4.177468561544036e+41

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
06630
16630

end0.0ms

sample2.2s

Algorithm
intervals
Results
1.0s16118×body80valid