Details

Time bar (total: 2.2s)

sample26.0ms

Algorithm
intervals
Results
10.0ms343×body80valid

simplify15.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0163
1363
2803
31233
41413
51433
61433

prune5.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 7.7b

localize6.0ms

Local error

Found 2 expressions with local error:

1.0b
(- (* x y) (* z y))
7.3b
(* (- (* x y) (* z y)) t)

rewrite33.0ms

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:
8.0ms
(- (* x y) (* z y))
24.0ms
(* (- (* x y) (* z y)) t)

series68.0ms

Counts
2 → 6
Calls
2 calls:
28.0ms
(- (* x y) (* z y))
40.0ms
(* (- (* x y) (* z y)) t)

simplify102.0ms

Algorithm
egg-herbie
Counts
46 → 46
Iterations

Useful iterations: 2 (25.0ms)

IterNodesCost
0173232
1656199
23963195
35001195

prune114.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

localize5.0ms

Local error

Found 1 expressions with local error:

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

rewrite33.0ms

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:
31.0ms
(* (* t y) (- x z))

series37.0ms

Counts
1 → 3
Calls
1 calls:
37.0ms
(* (* t y) (- x z))

simplify38.0ms

Algorithm
egg-herbie
Counts
49 → 49
Iterations

Useful iterations: 2 (33.0ms)

IterNodesCost
0303430
11277281
25002269

prune64.0ms

Pruning

10 alts after pruning (9 fresh and 1 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))

rewrite55.0ms

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:
19.0ms
(+ (* (* t y) x) (* (* t y) (- z)))
16.0ms
(* (* t y) x)
19.0ms
(* (* t y) (- z))

series98.0ms

Counts
3 → 9
Calls
3 calls:
55.0ms
(+ (* (* t y) x) (* (* t y) (- z)))
20.0ms
(* (* t y) x)
22.0ms
(* (* t y) (- z))

simplify65.0ms

Algorithm
egg-herbie
Counts
74 → 74
Iterations

Useful iterations: 2 (60.0ms)

IterNodesCost
0303327
11792277
25002271

prune146.0ms

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 0.0b

localize6.0ms

Local error

Found 2 expressions with local error:

0.0b
(* (- x z) t)
5.9b
(* 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
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:
20.0ms
(* (- x z) t)
32.0ms
(* y (* (- x z) t))

series64.0ms

Counts
2 → 6
Calls
2 calls:
29.0ms
(* (- x z) t)
35.0ms
(* y (* (- x z) t))

simplify108.0ms

Algorithm
egg-herbie
Counts
52 → 52
Iterations

Useful iterations: 1 (6.0ms)

IterNodesCost
0190207
1802174
24832174
35001174

prune85.0ms

Pruning

11 alts after pruning (8 fresh and 3 done)

Merged error: 0.0b

regimes302.0ms

Accuracy

78% (1.4b remaining)

Error of 1.5b against oracle of 0.0b and baseline of 6.5b

bsearch1.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03116
13516
24216
34216

end0.0ms

sample663.0ms

Algorithm
intervals
Results
253.0ms10788×body80valid