Details

Time bar (total: 2.9s)

sample31.0ms

Algorithm
intervals
Results
14.0ms371×body80valid

simplify18.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 5 (14.0ms)

IterNodesCost
0267
1684
21404
32004
42144
52173
62173

prune9.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize12.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (+ x (* y z)) (* t a))
0.0b
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
5.8b
(* (* a z) b)

rewrite65.0ms

Algorithm
rewrite-expression-head
Rules
17×add-log-exp
sum-log
pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt add-cube-cbrt fma-def *-un-lft-identity
expm1-log1p-u associate-*r* pow-prod-down prod-exp cbrt-unprod log1p-expm1-u
+-commutative associate-+l+ flip3-+ flip-+
associate-*l* *-commutative
Counts
3 → 57
Calls
3 calls:
10.0ms
(+ (+ x (* y z)) (* t a))
46.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
6.0ms
(* (* a z) b)

series161.0ms

Counts
3 → 9
Calls
3 calls:
49.0ms
(+ (+ x (* y z)) (* t a))
85.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
27.0ms
(* (* a z) b)

simplify49.0ms

Algorithm
egg-herbie
Counts
66 → 66
Iterations

Useful iterations: 2 (43.0ms)

IterNodesCost
0298352
11535295
25001285

prune204.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.0b

localize19.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (+ x (* y z)) (* t a))
0.0b
(+ (+ (+ x (* y z)) (* t a)) (pow (* a (* z b)) 1))
3.2b
(* a (* z b))

rewrite61.0ms

Algorithm
rewrite-expression-head
Rules
17×add-log-exp
sum-log
pow1 add-exp-log *-un-lft-identity add-cbrt-cube
add-sqr-sqrt add-cube-cbrt fma-def
expm1-log1p-u associate-*l* pow-prod-down prod-exp cbrt-unprod log1p-expm1-u
+-commutative associate-+l+ flip3-+ flip-+
associate-*r* *-commutative distribute-lft-out
Counts
3 → 58
Calls
3 calls:
10.0ms
(+ (+ x (* y z)) (* t a))
43.0ms
(+ (+ (+ x (* y z)) (* t a)) (pow (* a (* z b)) 1))
6.0ms
(* a (* z b))

series161.0ms

Counts
3 → 9
Calls
3 calls:
49.0ms
(+ (+ x (* y z)) (* t a))
80.0ms
(+ (+ (+ x (* y z)) (* t a)) (pow (* a (* z b)) 1))
32.0ms
(* a (* z b))

simplify48.0ms

Algorithm
egg-herbie
Counts
67 → 67
Iterations

Useful iterations: 2 (42.0ms)

IterNodesCost
0294377
11405305
25002294

prune232.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

localize11.0ms

Local error

Found 3 expressions with local error:

0.0b
(fma t a (* (* a z) b))
0.0b
(+ (+ x (* y z)) (fma t a (* (* a z) b)))
5.8b
(* (* a z) b)

rewrite18.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-cbrt-cube add-log-exp
*-un-lft-identity
add-sqr-sqrt add-cube-cbrt
expm1-log1p-u fma-def associate-*r* pow-prod-down prod-exp sum-log cbrt-unprod log1p-expm1-u
fma-udef
+-commutative associate-+l+ associate-+r+ flip3-+ associate-*l* *-commutative flip-+ distribute-lft-out
Counts
3 → 50
Calls
3 calls:
0.0ms
(fma t a (* (* a z) b))
10.0ms
(+ (+ x (* y z)) (fma t a (* (* a z) b)))
7.0ms
(* (* a z) b)

series179.0ms

Counts
3 → 9
Calls
3 calls:
64.0ms
(fma t a (* (* a z) b))
84.0ms
(+ (+ x (* y z)) (fma t a (* (* a z) b)))
31.0ms
(* (* a z) b)

simplify37.0ms

Algorithm
egg-herbie
Counts
59 → 59
Iterations

Useful iterations: 2 (33.0ms)

IterNodesCost
0222285
11035242
25001231

prune210.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

localize10.0ms

Local error

Found 1 expressions with local error:

3.6b
(fma (fma a b y) z (fma a t x))

rewrite1.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-sqr-sqrt expm1-log1p-u add-cube-cbrt *-un-lft-identity add-cbrt-cube fma-udef log1p-expm1-u add-log-exp
Counts
1 → 10
Calls
1 calls:
0.0ms
(fma (fma a b y) z (fma a t x))

series101.0ms

Counts
1 → 3
Calls
1 calls:
101.0ms
(fma (fma a b y) z (fma a t x))

simplify66.0ms

Algorithm
egg-herbie
Counts
13 → 13
Iterations

Useful iterations: 2 (8.0ms)

IterNodesCost
04458
19351
230749
3203249
4500249

prune48.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0b

regimes194.0ms

Accuracy

48.3% (1.4b remaining)

Error of 1.4b against oracle of 0.0b and baseline of 2.7b

bsearch35.0ms

Steps
ItersRangePoint
5
1.6002914622741393e-34
4.364708412895327e-34
2.027336259871286e-34

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03011
13011

end0.0ms

sample888.0ms

Algorithm
intervals
Results
486.0ms11838×body80valid