Details

Time bar (total: 2.6s)

sample34.0ms

Algorithm
intervals
Results
12.0ms344×body80valid

simplify16.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0153
1343
2723
31003
41083
51083

prune7.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 7.1b

localize11.0ms

Local error

Found 2 expressions with local error:

0.5b
(- (* x y) (* z y))
6.8b
(* (- (* x y) (* z y)) t)

rewrite63.0ms

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*
flip3-- distribute-rgt-out-- associate-*l/ flip--
sub-neg diff-log pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
2 → 34
Calls
2 calls:
14.0ms
(- (* x y) (* z y))
47.0ms
(* (- (* x y) (* z y)) t)

series71.0ms

Counts
2 → 6
Calls
2 calls:
32.0ms
(- (* x y) (* z y))
38.0ms
(* (- (* x y) (* z y)) t)

simplify100.0ms

Algorithm
egg-herbie
Counts
40 → 40
Iterations

Useful iterations: 2 (22.0ms)

IterNodesCost
0157205
1644173
23801169
35001169

prune91.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize6.0ms

Local error

Found 2 expressions with local error:

0.0b
(* y (- x z))
6.8b
(* t (* y (- x z)))

rewrite54.0ms

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:
20.0ms
(* y (- x z))
32.0ms
(* t (* y (- x z)))

series72.0ms

Counts
2 → 6
Calls
2 calls:
31.0ms
(* y (- x z))
40.0ms
(* t (* y (- x z)))

simplify34.0ms

Algorithm
egg-herbie
Counts
60 → 60
Iterations

Useful iterations: 1 (7.0ms)

IterNodesCost
0201242
1924211
25001211

prune86.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0b

localize5.0ms

Local error

Found 2 expressions with local error:

0.0b
(* (- x z) t)
7.4b
(* y (* (- x z) t))

rewrite54.0ms

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
flip3-- associate-*r/ *-commutative flip-- add-log-exp
distribute-lft-out-- difference-of-squares unswap-sqr
Counts
2 → 42
Calls
2 calls:
23.0ms
(* (- x z) t)
30.0ms
(* y (* (- x z) t))

series59.0ms

Counts
2 → 6
Calls
2 calls:
25.0ms
(* (- x z) t)
35.0ms
(* y (* (- x z) t))

simplify105.0ms

Algorithm
egg-herbie
Counts
48 → 48
Iterations

Useful iterations: 1 (6.0ms)

IterNodesCost
0183193
1784160
24688160
35001160

prune83.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0b

localize9.0ms

Local error

Found 4 expressions with local error:

6.8b
(* t (* y (- x z)))
7.8b
(cbrt (* t (* y (- x z))))
7.8b
(cbrt (* t (* y (- x z))))
7.8b
(cbrt (* t (* y (- x z))))

rewrite94.0ms

Algorithm
rewrite-expression-head
Rules
16×associate-*r/
pow1 add-exp-log add-cbrt-cube
distribute-rgt-in distribute-lft-in
cbrt-div
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
sub-neg flip3-- flip-- add-log-exp
cbrt-prod pow1/3 associate-*l* pow-prod-down prod-exp cbrt-unprod
associate-*r* *-commutative
Counts
4 → 61
Calls
4 calls:
30.0ms
(* t (* y (- x z)))
20.0ms
(cbrt (* t (* y (- x z))))
20.0ms
(cbrt (* t (* y (- x z))))
23.0ms
(cbrt (* t (* y (- x z))))

series397.0ms

Counts
4 → 12
Calls
4 calls:
41.0ms
(* t (* y (- x z)))
142.0ms
(cbrt (* t (* y (- x z))))
107.0ms
(cbrt (* t (* y (- x z))))
107.0ms
(cbrt (* t (* y (- x z))))

simplify95.0ms

Algorithm
egg-herbie
Counts
73 → 73
Iterations

Useful iterations: 3 (89.0ms)

IterNodesCost
0266461
1828411
23639402
35002393

prune182.0ms

Pruning

7 alts after pruning (4 fresh and 3 done)

Merged error: 0b

regimes184.0ms

Accuracy

53% (3.4b remaining)

Error of 3.4b against oracle of 0.0b and baseline of 7.2b

bsearch57.0ms

Steps
ItersRangePoint
7
4.373672159133401e+136
2.7823386642853144e+138
4.4280824540954636e+136
9
-5.262337458410709e+57
-1.420116836815851e+51
-2.3940406232685285e+51

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0226
1226

end0.0ms

sample607.0ms

Algorithm
intervals
Results
250.0ms10709×body80valid