Details

Time bar (total: 2.6s)

sample19.0ms

Algorithm
intervals
Results
8.0ms335×body80valid

simplify16.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0163
1363
2803
31233
41413
51433
61433

prune6.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 6.7b

localize9.0ms

Local error

Found 2 expressions with local error:

0.7b
(- (* x y) (* z y))
6.3b
(* (- (* x y) (* z y)) t)

rewrite10.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
pow1 add-exp-log add-cube-cbrt *-un-lft-identity associate-*l* add-cbrt-cube add-log-exp
associate-*r*
expm1-log1p-u flip3-- distribute-rgt-out-- associate-*l/ flip-- log1p-expm1-u
sub-neg fma-neg diff-log prod-diff pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
2 → 40
Calls
2 calls:
4.0ms
(- (* x y) (* z y))
6.0ms
(* (- (* x y) (* z y)) t)

series81.0ms

Counts
2 → 6
Calls
2 calls:
38.0ms
(- (* x y) (* z y))
43.0ms
(* (- (* x y) (* z y)) t)

simplify107.0ms

Algorithm
egg-herbie
Counts
46 → 46
Iterations

Useful iterations: 2 (27.0ms)

IterNodesCost
0173232
1656199
23963195
35001195

prune108.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize7.0ms

Local error

Found 1 expressions with local error:

6.7b
(* (* t y) (- x z))

rewrite10.0ms

Algorithm
rewrite-expression-head
Rules
18×prod-diff
16×add-sqr-sqrt *-un-lft-identity
14×add-cube-cbrt
11×distribute-rgt-in distribute-lft-in
pow1 add-exp-log add-cbrt-cube
associate-*r*
pow-prod-down prod-exp cbrt-unprod
sub-neg associate-*r/
expm1-log1p-u flip3-- associate-*l* *-commutative flip-- log1p-expm1-u distribute-lft-out-- add-log-exp difference-of-squares
Counts
1 → 46
Calls
1 calls:
8.0ms
(* (* t y) (- x z))

series41.0ms

Counts
1 → 3
Calls
1 calls:
41.0ms
(* (* t y) (- x z))

simplify39.0ms

Algorithm
egg-herbie
Counts
49 → 49
Iterations

Useful iterations: 2 (34.0ms)

IterNodesCost
0303430
11277281
25002269

prune72.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0.0b

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* (* t y) x) (* (* t y) (- z)))
3.6b
(* (* t y) x)
4.9b
(* (* t y) (- z))

rewrite17.0ms

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 expm1-log1p-u distribute-rgt-neg-in distribute-rgt-neg-out log1p-expm1-u
associate-*l* *-commutative
+-commutative neg-mul-1 fma-def flip3-+ unsub-neg sum-log flip-+ distribute-lft-out
Counts
3 → 65
Calls
3 calls:
5.0ms
(+ (* (* t y) x) (* (* t y) (- z)))
5.0ms
(* (* t y) x)
6.0ms
(* (* t y) (- z))

series107.0ms

Counts
3 → 9
Calls
3 calls:
56.0ms
(+ (* (* t y) x) (* (* t y) (- z)))
26.0ms
(* (* t y) x)
25.0ms
(* (* t y) (- z))

simplify65.0ms

Algorithm
egg-herbie
Counts
74 → 74
Iterations

Useful iterations: 2 (61.0ms)

IterNodesCost
0303327
11792277
25002271

prune167.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0.0b

localize10.0ms

Local error

Found 4 expressions with local error:

6.3b
(* (- (* x y) (* z y)) t)
8.4b
(cbrt (* (- (* x y) (* z y)) t))
8.4b
(cbrt (* (- (* x y) (* z y)) t))
8.4b
(cbrt (* (- (* x y) (* z y)) t))

rewrite21.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt associate-*l/
pow1 add-exp-log add-cube-cbrt cbrt-div *-un-lft-identity add-cbrt-cube
expm1-log1p-u flip3-- associate-*l* flip-- log1p-expm1-u add-log-exp
cbrt-prod pow1/3 associate-*r*
distribute-rgt-out-- pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 62
Calls
4 calls:
6.0ms
(* (- (* x y) (* z y)) t)
5.0ms
(cbrt (* (- (* x y) (* z y)) t))
4.0ms
(cbrt (* (- (* x y) (* z y)) t))
4.0ms
(cbrt (* (- (* x y) (* z y)) t))

series599.0ms

Counts
4 → 12
Calls
4 calls:
41.0ms
(* (- (* x y) (* z y)) t)
170.0ms
(cbrt (* (- (* x y) (* z y)) t))
215.0ms
(cbrt (* (- (* x y) (* z y)) t))
173.0ms
(cbrt (* (- (* x y) (* z y)) t))

simplify37.0ms

Algorithm
egg-herbie
Counts
74 → 74
Iterations

Useful iterations: 2 (31.0ms)

IterNodesCost
0306642
11090588
25001572

prune266.0ms

Pruning

8 alts after pruning (5 fresh and 3 done)

Merged error: 0b

regimes306.0ms

Accuracy

79.4% (1.4b remaining)

Error of 1.4b against oracle of 0.0b and baseline of 6.8b

bsearch1.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03017
13017

end0.0ms

sample504.0ms

Algorithm
intervals
Results
256.0ms10673×body80valid