Details

Time bar (total: 2.1s)

sample15.0ms

Algorithm
intervals
Results
6.0ms308×body80valid

simplify13.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0113
1243
2523
3883
41023
51023

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 2.6b

localize5.0ms

Local error

Found 1 expressions with local error:

2.5b
(* x (- 1.0 (* y z)))

rewrite9.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
prod-diff
distribute-rgt-in add-cube-cbrt *-un-lft-identity distribute-lft-in
pow1 add-exp-log associate-*r* associate-*l* add-cbrt-cube
sub-neg associate-*r/
expm1-log1p-u flip3-- pow-prod-down prod-exp *-commutative flip-- cbrt-unprod log1p-expm1-u add-log-exp unswap-sqr
Counts
1 → 32
Calls
1 calls:
8.0ms
(* x (- 1.0 (* y z)))

series48.0ms

Counts
1 → 3
Calls
1 calls:
48.0ms
(* x (- 1.0 (* y z)))

simplify65.0ms

Algorithm
egg-herbie
Counts
35 → 35
Iterations

Useful iterations: 3 (61.0ms)

IterNodesCost
0151195
1598171
22506166
35003160

prune60.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 2.5b

localize7.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* x 1.0) (* x (- (* y z))))
6.3b
(* x (- (* y z)))

rewrite8.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt associate-*r*
pow1 add-exp-log add-cube-cbrt *-un-lft-identity add-cbrt-cube add-log-exp
associate-*l* distribute-rgt-neg-out
expm1-log1p-u log1p-expm1-u
+-commutative distribute-lft-neg-in neg-mul-1 fma-def distribute-rgt-neg-in flip3-+ unsub-neg pow-prod-down prod-exp sum-log *-commutative cbrt-unprod flip-+ distribute-lft-out unswap-sqr
Counts
2 → 41
Calls
2 calls:
3.0ms
(+ (* x 1.0) (* x (- (* y z))))
5.0ms
(* x (- (* y z)))

series87.0ms

Counts
2 → 6
Calls
2 calls:
61.0ms
(+ (* x 1.0) (* x (- (* y z))))
26.0ms
(* x (- (* y z)))

simplify63.0ms

Algorithm
egg-herbie
Counts
47 → 47
Iterations

Useful iterations: 2 (58.0ms)

IterNodesCost
0191224
11076197
25002193

prune104.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 2 expressions with local error:

2.5b
(* x (- 1.0 (* y z)))
49.9b
(fma (- z) y (* z y))

rewrite10.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
add-cube-cbrt *-un-lft-identity prod-diff
distribute-rgt-in distribute-lft-in
pow1 add-exp-log add-cbrt-cube
associate-*r* associate-*l*
expm1-log1p-u sub-neg associate-*r/ log1p-expm1-u add-log-exp
flip3-- pow-prod-down prod-exp *-commutative flip-- cbrt-unprod fma-udef unswap-sqr
Counts
2 → 42
Calls
2 calls:
8.0ms
(* x (- 1.0 (* y z)))
1.0ms
(fma (- z) y (* z y))

series80.0ms

Counts
2 → 6
Calls
2 calls:
53.0ms
(* x (- 1.0 (* y z)))
27.0ms
(fma (- z) y (* z y))

simplify76.0ms

Algorithm
egg-herbie
Counts
48 → 48
Iterations

Useful iterations: 3 (71.0ms)

IterNodesCost
0161245
1636214
22643209
35001198

prune103.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

localize10.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt x)
0.5b
(cbrt x)
3.1b
(* (* (cbrt x) (cbrt x)) (* (cbrt x) (- (* y z))))
3.4b
(* (cbrt x) (- (* y z)))

rewrite31.0ms

Algorithm
rewrite-expression-head
Rules
18×pow1 add-exp-log
13×add-sqr-sqrt
11×add-cbrt-cube
10×cbrt-prod
add-cube-cbrt *-un-lft-identity pow-prod-down prod-exp cbrt-unprod
associate-*r* associate-*l*
expm1-log1p-u log1p-expm1-u add-log-exp
distribute-rgt-neg-out
pow1/3 *-commutative unswap-sqr
distribute-lft-neg-in neg-mul-1 distribute-rgt-neg-in
Counts
4 → 79
Calls
4 calls:
0.0ms
(cbrt x)
0.0ms
(cbrt x)
22.0ms
(* (* (cbrt x) (cbrt x)) (* (cbrt x) (- (* y z))))
6.0ms
(* (cbrt x) (- (* y z)))

series522.0ms

Counts
4 → 12
Calls
4 calls:
180.0ms
(cbrt x)
178.0ms
(cbrt x)
48.0ms
(* (* (cbrt x) (cbrt x)) (* (cbrt x) (- (* y z))))
115.0ms
(* (cbrt x) (- (* y z)))

simplify52.0ms

Algorithm
egg-herbie
Counts
91 → 91
Iterations

Useful iterations: 2 (46.0ms)

IterNodesCost
0237512
11263419
25002376

prune231.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0.0b

regimes114.0ms

Accuracy

91.1% (0.3b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 3.3b

bsearch2.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03612
14612
25212
35212

end0.0ms

sample388.0ms

Algorithm
intervals
Results
192.0ms9612×body80valid