Details

Time bar (total: 2.9s)

sample32.0ms

Algorithm
intervals
Results
20.0ms359×body80valid

simplify15.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0163
1363
2803
31233
41413
51433
61433

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 5.5b

localize9.0ms

Local error

Found 2 expressions with local error:

0.3b
(- (* x y) (* z y))
5.2b
(* (- (* x y) (* z y)) t)

rewrite13.0ms

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:
3.0ms
(- (* x y) (* z y))
9.0ms
(* (- (* x y) (* z y)) t)

series76.0ms

Counts
2 → 6
Calls
2 calls:
35.0ms
(- (* x y) (* z y))
41.0ms
(* (- (* x y) (* z y)) t)

simplify104.0ms

Algorithm
egg-herbie
Counts
46 → 46
Iterations

Useful iterations: 2 (25.0ms)

IterNodesCost
0173232
1656199
23963195
35001195

prune105.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

localize5.0ms

Local error

Found 2 expressions with local error:

0.0b
(* (- x z) t)
7.2b
(* y (* (- x z) t))

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-sqr-sqrt add-cbrt-cube
associate-*l*
*-un-lft-identity
add-cube-cbrt
associate-*r* pow-prod-down associate-*l/ prod-exp cbrt-unprod
expm1-log1p-u flip3-- associate-*r/ *-commutative flip-- log1p-expm1-u add-log-exp
distribute-lft-out-- difference-of-squares unswap-sqr
Counts
2 → 46
Calls
2 calls:
10.0ms
(* (- x z) t)
12.0ms
(* y (* (- x z) t))

series66.0ms

Counts
2 → 6
Calls
2 calls:
26.0ms
(* (- x z) t)
39.0ms
(* y (* (- x z) t))

simplify122.0ms

Algorithm
egg-herbie
Counts
52 → 52
Iterations

Useful iterations: 1 (6.0ms)

IterNodesCost
0190207
1802174
24832174
35001174

prune110.0ms

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 0.0b

localize5.0ms

Local error

Found 1 expressions with local error:

7.7b
(* (* t y) (- x z))

rewrite15.0ms

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:
13.0ms
(* (* t y) (- x z))

series44.0ms

Counts
1 → 3
Calls
1 calls:
44.0ms
(* (* t y) (- x z))

simplify40.0ms

Algorithm
egg-herbie
Counts
49 → 49
Iterations

Useful iterations: 2 (35.0ms)

IterNodesCost
0303430
11277281
25002269

prune63.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0.0b

localize16.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (+ (* 1 (pow (cbrt x) 3)) (- z)) y)
0.6b
(cbrt x)
0.7b
(pow (cbrt x) 3)
5.2b
(* (* (+ (* 1 (pow (cbrt x) 3)) (- z)) y) t)

rewrite62.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt *-un-lft-identity
13×add-cube-cbrt
12×pow1 add-exp-log
11×add-cbrt-cube
cbrt-prod
unpow-prod-down cube-prod associate-*r* associate-*l* associate-*l/
expm1-log1p-u pow-prod-down prod-exp cbrt-unprod log1p-expm1-u add-log-exp
pow-unpow
pow-pow flip3-+ pow1/3 *-commutative flip-+ distribute-lft-out
cube-mult pow-to-exp distribute-rgt-neg-in unpow3 pow-exp rem-cube-cbrt unswap-sqr sqr-pow
Counts
4 → 91
Calls
4 calls:
24.0ms
(* (+ (* 1 (pow (cbrt x) 3)) (- z)) y)
0.0ms
(cbrt x)
2.0ms
(pow (cbrt x) 3)
33.0ms
(* (* (+ (* 1 (pow (cbrt x) 3)) (- z)) y) t)

series510.0ms

Counts
4 → 12
Calls
4 calls:
52.0ms
(* (+ (* 1 (pow (cbrt x) 3)) (- z)) y)
172.0ms
(cbrt x)
217.0ms
(pow (cbrt x) 3)
68.0ms
(* (* (+ (* 1 (pow (cbrt x) 3)) (- z)) y) t)

simplify71.0ms

Algorithm
egg-herbie
Counts
103 → 103
Iterations

Useful iterations: 2 (64.0ms)

IterNodesCost
0338484
11852348
25001340

prune277.0ms

Pruning

8 alts after pruning (5 fresh and 3 done)

Merged error: 0.0b

regimes256.0ms

Accuracy

75% (1.9b remaining)

Error of 1.9b against oracle of 0.0b and baseline of 7.6b

bsearch1.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04521
14721
24721

end0.0ms

sample895.0ms

Algorithm
intervals
Results
626.0ms10774×body80valid