Details

Time bar (total: 2.4s)

sample22.0ms

Algorithm
intervals
Results
7.0ms343×body80valid

simplify11.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0153
1343
2723
31003
41083
51083

prune4.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 7.7b

localize5.0ms

Local error

Found 2 expressions with local error:

0.0b
(* y (- x z))
7.3b
(* t (* y (- x z)))

rewrite53.0ms

Algorithm
rewrite-expression-head
Rules
10×distribute-rgt-in distribute-lft-in
pow1 add-exp-log add-sqr-sqrt add-cbrt-cube
*-un-lft-identity
sub-neg associate-*r/ associate-*r* associate-*l*
add-cube-cbrt
pow-prod-down prod-exp cbrt-unprod
flip3-- *-commutative flip-- add-log-exp
distribute-lft-out-- difference-of-squares unswap-sqr
Counts
2 → 54
Calls
2 calls:
22.0ms
(* y (- x z))
29.0ms
(* t (* y (- x z)))

series73.0ms

Counts
2 → 6
Calls
2 calls:
34.0ms
(* y (- x z))
38.0ms
(* t (* y (- x z)))

simplify33.0ms

Algorithm
egg-herbie
Counts
60 → 60
Iterations

Useful iterations: 1 (6.0ms)

IterNodesCost
0201242
1924211
25001211

prune93.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.1b

localize5.0ms

Local error

Found 1 expressions with local error:

5.5b
(* (* t y) (- x z))

rewrite28.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-cbrt-cube
associate-*r*
add-sqr-sqrt *-un-lft-identity
pow-prod-down prod-exp cbrt-unprod
distribute-rgt-in add-cube-cbrt sub-neg distribute-lft-in associate-*r/
flip3-- associate-*l* *-commutative flip-- distribute-lft-out-- add-log-exp difference-of-squares
Counts
1 → 26
Calls
1 calls:
28.0ms
(* (* t y) (- x z))

series40.0ms

Counts
1 → 3
Calls
1 calls:
40.0ms
(* (* t y) (- x z))

simplify95.0ms

Algorithm
egg-herbie
Counts
29 → 29
Iterations

Useful iterations: 1 (6.0ms)

IterNodesCost
0177134
1820111
24326111
35002111

prune60.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 0.0b

localize7.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* (* t y) x) (* (* t y) (- z)))
3.5b
(* (* t y) x)
3.9b
(* (* t y) (- z))

rewrite59.0ms

Algorithm
rewrite-expression-head
Rules
13×pow1 add-exp-log associate-*r* add-cbrt-cube
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
pow-prod-down prod-exp cbrt-unprod
add-log-exp
distribute-lft-neg-in distribute-rgt-neg-in distribute-rgt-neg-out
associate-*l* *-commutative
+-commutative neg-mul-1 flip3-+ unsub-neg sum-log flip-+ distribute-lft-out
Counts
3 → 58
Calls
3 calls:
20.0ms
(+ (* (* t y) x) (* (* t y) (- z)))
17.0ms
(* (* t y) x)
20.0ms
(* (* t y) (- z))

series100.0ms

Counts
3 → 9
Calls
3 calls:
56.0ms
(+ (* (* t y) x) (* (* t y) (- z)))
21.0ms
(* (* t y) x)
23.0ms
(* (* t y) (- z))

simplify65.0ms

Algorithm
egg-herbie
Counts
67 → 67
Iterations

Useful iterations: 2 (60.0ms)

IterNodesCost
0291299
11716249
25002243

prune138.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 4 expressions with local error:

3.9b
(* (* t y) (- z))
15.4b
(cbrt (* (* t y) x))
15.4b
(cbrt (* (* t y) x))
15.4b
(cbrt (* (* t y) x))

rewrite60.0ms

Algorithm
rewrite-expression-head
Rules
10×associate-*r*
pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
add-log-exp
cbrt-prod distribute-lft-neg-in distribute-rgt-neg-in pow1/3 pow-prod-down prod-exp cbrt-unprod
neg-mul-1 associate-*l* *-commutative distribute-rgt-neg-out
Counts
4 → 53
Calls
4 calls:
20.0ms
(* (* t y) (- z))
14.0ms
(cbrt (* (* t y) x))
12.0ms
(cbrt (* (* t y) x))
12.0ms
(cbrt (* (* t y) x))

series271.0ms

Counts
4 → 12
Calls
4 calls:
24.0ms
(* (* t y) (- z))
83.0ms
(cbrt (* (* t y) x))
82.0ms
(cbrt (* (* t y) x))
82.0ms
(cbrt (* (* t y) x))

simplify38.0ms

Algorithm
egg-herbie
Counts
65 → 65
Iterations

Useful iterations: 2 (33.0ms)

IterNodesCost
0254331
11111295
25002286

prune185.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 0.0b

regimes319.0ms

Accuracy

79% (1.4b remaining)

Error of 1.5b against oracle of 0.1b and baseline of 6.9b

bsearch2.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04028
14428
25128
35128

end0.0ms

sample620.0ms

Algorithm
intervals
Results
248.0ms10788×body80valid