Details

Time bar (total: 2.3s)

sample24.0ms

Algorithm
intervals
Results
6.0ms256×pre80true
5.0ms256×body80valid

simplify18.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0174
1534
21514
33134
44194
54254
64254

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 3.5b

localize6.0ms

Local error

Found 2 expressions with local error:

0.4b
(+ b (+ c d))
2.8b
(+ a (+ b (+ c d)))

rewrite34.0ms

Algorithm
rewrite-expression-head
Rules
18×*-un-lft-identity
16×add-log-exp
9×sum-log distribute-lft-out
6×fma-def
4×add-sqr-sqrt add-cube-cbrt
2×pow1 add-exp-log +-commutative expm1-log1p-u associate-+r+ flip3-+ add-cbrt-cube flip-+ log1p-expm1-u
Counts
2 → 42
Calls
2 calls:
11.0ms
(+ b (+ c d))
22.0ms
(+ a (+ b (+ c d)))

series45.0ms

Counts
2 → 6
Calls
2 calls:
15.0ms
(+ b (+ c d))
30.0ms
(+ a (+ b (+ c d)))

simplify85.0ms

Algorithm
egg-herbie
Counts
48 → 48
Iterations

Useful iterations: 1 (6.0ms)

IterNodesCost
0180164
1707155
24320155
35001155

prune108.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 2.2b

localize7.0ms

Local error

Found 1 expressions with local error:

2.8b
(+ a (+ (+ b c) d))

rewrite36.0ms

Algorithm
rewrite-expression-head
Rules
11×*-un-lft-identity
10×add-log-exp
6×sum-log distribute-lft-out
3×fma-def
2×add-sqr-sqrt add-cube-cbrt
1×pow1 add-exp-log +-commutative expm1-log1p-u associate-+r+ flip3-+ add-cbrt-cube flip-+ log1p-expm1-u
Counts
1 → 22
Calls
1 calls:
35.0ms
(+ a (+ (+ b c) d))

series31.0ms

Counts
1 → 3
Calls
1 calls:
31.0ms
(+ a (+ (+ b c) d))

simplify67.0ms

Algorithm
egg-herbie
Counts
25 → 25
Iterations

Useful iterations: 1 (4.0ms)

IterNodesCost
0117100
148492
2317492
3500292

prune69.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 1.9b

localize6.0ms

Local error

Found 1 expressions with local error:

2.8b
(+ (+ a (+ b c)) d)

rewrite56.0ms

Algorithm
rewrite-expression-head
Rules
16×*-un-lft-identity
10×add-log-exp
9×distribute-lft-out
6×sum-log
5×fma-def
2×add-sqr-sqrt add-cube-cbrt
1×pow1 add-exp-log +-commutative expm1-log1p-u associate-+l+ flip3-+ add-cbrt-cube flip-+ log1p-expm1-u
Counts
1 → 24
Calls
1 calls:
55.0ms
(+ (+ a (+ b c)) d)

series30.0ms

Counts
1 → 3
Calls
1 calls:
30.0ms
(+ (+ a (+ b c)) d)

simplify57.0ms

Algorithm
egg-herbie
Counts
27 → 27
Iterations

Useful iterations: 3 (54.0ms)

IterNodesCost
0111102
141494
2258693
3500192

prune73.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 1.7b

localize11.0ms

Local error

Found 3 expressions with local error:

0.1b
(log1p (+ (+ a (+ b c)) d))
0.1b
(expm1 (log1p (+ (+ a (+ b c)) d)))
2.8b
(+ (+ a (+ b c)) d)

rewrite56.0ms

Algorithm
rewrite-expression-head
Rules
18×*-un-lft-identity
12×add-log-exp
9×distribute-lft-out
6×sum-log
5×fma-def
4×add-sqr-sqrt expm1-log1p-u add-cube-cbrt
3×pow1 add-exp-log add-cbrt-cube log1p-expm1-u
1×+-commutative associate-+l+ log1p-udef expm1-log1p flip3-+ log1p-expm1 flip-+ expm1-udef
Counts
3 → 46
Calls
3 calls:
0.0ms
(log1p (+ (+ a (+ b c)) d))
0.0ms
(expm1 (log1p (+ (+ a (+ b c)) d)))
54.0ms
(+ (+ a (+ b c)) d)

series297.0ms

Counts
3 → 9
Calls
3 calls:
114.0ms
(log1p (+ (+ a (+ b c)) d))
152.0ms
(expm1 (log1p (+ (+ a (+ b c)) d)))
31.0ms
(+ (+ a (+ b c)) d)

simplify77.0ms

Algorithm
egg-herbie
Counts
55 → 55
Iterations

Useful iterations: 3 (73.0ms)

IterNodesCost
0205262
1665236
23692214
35001211

prune113.0ms

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 1.6b

regimes382.0ms

Accuracy

0% (1.3b remaining)

Error of 3.0b against oracle of 1.7b and baseline of 3.0b

bsearch0.0ms

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0197
1197

end0.0ms

sample567.0ms

Algorithm
intervals
Results
189.0ms8000×pre80true
173.0ms8000×body80valid