Details

Time bar (total: 2.1s)

sample18.0ms

Algorithm
intervals
Results
6.0ms326×body80valid

simplify11.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0113
1243
2523
3883
41023
51023

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 2.9b

localize5.0ms

Local error

Found 1 expressions with local error:

2.7b
(* x (- 1.0 (* y z)))

rewrite18.0ms

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:
17.0ms
(* x (- 1.0 (* y z)))

series46.0ms

Counts
1 → 3
Calls
1 calls:
46.0ms
(* x (- 1.0 (* y z)))

simplify68.0ms

Algorithm
egg-herbie
Counts
35 → 35
Iterations

Useful iterations: 3 (64.0ms)

IterNodesCost
0151195
1598171
22506166
35003160

prune64.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 2.7b

localize7.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* x 1.0) (* x (- (* y z))))
4.3b
(* x (- (* y z)))

rewrite24.0ms

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:
12.0ms
(+ (* x 1.0) (* x (- (* y z))))
11.0ms
(* x (- (* y z)))

series71.0ms

Counts
2 → 6
Calls
2 calls:
48.0ms
(+ (* x 1.0) (* x (- (* y z))))
23.0ms
(* x (- (* y z)))

simplify43.0ms

Algorithm
egg-herbie
Counts
47 → 47
Iterations

Useful iterations: 2 (40.0ms)

IterNodesCost
0191224
11076197
25002193

prune107.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.0b

localize10.0ms

Local error

Found 2 expressions with local error:

2.7b
(* x (- 1.0 (* y z)))
51.6b
(fma (- z) y (* z y))

rewrite19.0ms

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:
17.0ms
(* x (- 1.0 (* y z)))
0.0ms
(fma (- z) y (* z y))

series67.0ms

Counts
2 → 6
Calls
2 calls:
44.0ms
(* x (- 1.0 (* y z)))
22.0ms
(fma (- z) y (* z y))

simplify71.0ms

Algorithm
egg-herbie
Counts
48 → 48
Iterations

Useful iterations: 3 (67.0ms)

IterNodesCost
0161245
1636214
22643209
35001198

prune105.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 4 expressions with local error:

4.3b
(* x (- (* y z)))
12.4b
(cbrt (* x (- (* y z))))
12.4b
(cbrt (* x (- (* y z))))
12.4b
(cbrt (* x (- (* y z))))

rewrite32.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
pow1 add-exp-log add-cube-cbrt *-un-lft-identity associate-*r* add-cbrt-cube
expm1-log1p-u log1p-expm1-u add-log-exp
cbrt-prod pow1/3 associate-*l*
distribute-lft-neg-in neg-mul-1 distribute-rgt-neg-in pow-prod-down prod-exp *-commutative distribute-rgt-neg-out cbrt-unprod unswap-sqr
Counts
4 → 57
Calls
4 calls:
14.0ms
(* x (- (* y z)))
5.0ms
(cbrt (* x (- (* y z))))
5.0ms
(cbrt (* x (- (* y z))))
6.0ms
(cbrt (* x (- (* y z))))

series305.0ms

Counts
4 → 12
Calls
4 calls:
23.0ms
(* x (- (* y z)))
96.0ms
(cbrt (* x (- (* y z))))
93.0ms
(cbrt (* x (- (* y z))))
93.0ms
(cbrt (* x (- (* y z))))

simplify148.0ms

Algorithm
egg-herbie
Counts
69 → 69
Iterations

Useful iterations: 2 (27.0ms)

IterNodesCost
0191392
1797355
24639346
35002346

prune222.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

regimes157.0ms

Accuracy

91.5% (0.3b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 3.5b

bsearch2.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03415
13815
24515
34515

end0.0ms

sample445.0ms

Algorithm
intervals
Results
187.0ms9653×body80valid