Details

Time bar (total: 4.0s)

sample34.0ms

Algorithm
intervals
Results
11.0ms256×body80valid
7.0ms274×body80nan

simplify76.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 3 (9.0ms)

IterNodesCost
0216
1636
22126
37255
418825
532315
645745
750015

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.0b

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(- x (- (fma (log y) (+ y 0.5) z) y))
0.1b
(- (fma (log y) (+ y 0.5) z) y)
0.1b
(fma (log y) (+ y 0.5) z)

rewrite18.0ms

Algorithm
rewrite-expression-head
Rules
38×*-un-lft-identity
35×add-sqr-sqrt
33×prod-diff
25×add-cube-cbrt
12×associate--r+
10×add-log-exp
7×distribute-lft-out--
6×fma-neg
5×difference-of-squares
4×diff-log
3×pow1 add-exp-log expm1-log1p-u sub-neg add-cbrt-cube fma-udef log1p-expm1-u
2×flip3-- associate--l+ flip--
1×associate--r-
Counts
3 → 88
Calls
3 calls:
11.0ms
(- x (- (fma (log y) (+ y 0.5) z) y))
3.0ms
(- (fma (log y) (+ y 0.5) z) y)
0.0ms
(fma (log y) (+ y 0.5) z)

series134.0ms

Counts
3 → 9
Calls
3 calls:
50.0ms
(- x (- (fma (log y) (+ y 0.5) z) y))
43.0ms
(- (fma (log y) (+ y 0.5) z) y)
41.0ms
(fma (log y) (+ y 0.5) z)

simplify52.0ms

Algorithm
egg-herbie
Counts
97 → 97
Iterations

Useful iterations: 2 (40.0ms)

IterNodesCost
04041160
11496822
25003746

prune202.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0b

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(- x (+ (* (log y) (+ y 0.5)) (- z y)))
0.1b
(+ (* (log y) (+ y 0.5)) (- z y))
0.1b
(* (log y) (+ y 0.5))

rewrite61.0ms

Algorithm
rewrite-expression-head
Rules
22×add-sqr-sqrt *-un-lft-identity
18×add-cube-cbrt prod-diff
17×add-log-exp
11×associate-+r+
6×pow1 associate-*r/
5×add-exp-log diff-log add-cbrt-cube
4×flip3-+ associate-*r* associate-*l* frac-add sum-log flip-+
3×expm1-log1p-u flip3-- fma-neg flip-- log1p-expm1-u
2×distribute-rgt-in associate-+r- sub-neg associate-+l+ distribute-lft-in
1×+-commutative fma-def pow-prod-down prod-exp log-pow *-commutative cbrt-unprod distribute-lft-out associate--r+ distribute-lft-out-- associate--r- difference-of-squares unswap-sqr
Counts
3 → 91
Calls
3 calls:
34.0ms
(- x (+ (* (log y) (+ y 0.5)) (- z y)))
11.0ms
(+ (* (log y) (+ y 0.5)) (- z y))
10.0ms
(* (log y) (+ y 0.5))

series346.0ms

Counts
3 → 9
Calls
3 calls:
55.0ms
(- x (+ (* (log y) (+ y 0.5)) (- z y)))
50.0ms
(+ (* (log y) (+ y 0.5)) (- z y))
240.0ms
(* (log y) (+ y 0.5))

simplify88.0ms

Algorithm
egg-herbie
Counts
100 → 100
Iterations

Useful iterations: 2 (77.0ms)

IterNodesCost
06641000
13136717
25002715

prune250.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0b

localize9.0ms

Local error

Found 2 expressions with local error:

0.0b
(- x (fma (log y) (+ y 0.5) (- z y)))
0.1b
(fma (log y) (+ y 0.5) (- z y))

rewrite5.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt *-un-lft-identity
9×add-cube-cbrt prod-diff
4×add-log-exp
3×fma-neg
2×pow1 add-exp-log expm1-log1p-u add-cbrt-cube fma-udef log1p-expm1-u
1×sub-neg flip3-- diff-log flip-- associate--r+ distribute-lft-out-- difference-of-squares
Counts
2 → 39
Calls
2 calls:
3.0ms
(- x (fma (log y) (+ y 0.5) (- z y)))
0.0ms
(fma (log y) (+ y 0.5) (- z y))

series93.0ms

Counts
2 → 6
Calls
2 calls:
45.0ms
(- x (fma (log y) (+ y 0.5) (- z y)))
48.0ms
(fma (log y) (+ y 0.5) (- z y))

simplify109.0ms

Algorithm
egg-herbie
Counts
45 → 45
Iterations

Useful iterations: 3 (102.0ms)

IterNodesCost
0236546
1669364
23924351
35001349

prune109.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

localize18.0ms

Local error

Found 4 expressions with local error:

0.1b
(+ (* (sqrt (* (log y) (+ y 0.5))) (sqrt (* (log y) (+ y 0.5)))) (- z y))
0.1b
(* (log y) (+ y 0.5))
0.1b
(* (log y) (+ y 0.5))
0.3b
(* (sqrt (* (log y) (+ y 0.5))) (sqrt (* (log y) (+ y 0.5))))

rewrite97.0ms

Algorithm
rewrite-expression-head
Rules
59×pow1
46×associate-*r/
36×sqrt-div
28×sqrt-pow1
24×add-sqr-sqrt
22×*-un-lft-identity pow-prod-down
21×flip3-+ flip-+
18×add-cube-cbrt
16×frac-add
12×frac-times associate-*r* associate-*l*
11×associate-+r+
10×add-exp-log pow1/2 pow-prod-up add-cbrt-cube
9×prod-diff add-log-exp
8×flip3-- flip--
6×associate-*l/ pow-sqr
4×expm1-log1p-u swap-sqr sqrt-prod log1p-expm1-u
3×prod-exp *-commutative cbrt-unprod unswap-sqr
2×distribute-rgt-in distribute-lft-in sum-log log-pow distribute-lft-out
1×+-commutative pow2 associate-+r- sub-neg fma-def pow-plus sqrt-unprod diff-log rem-square-sqrt
Counts
4 → 154
Calls
4 calls:
33.0ms
(+ (* (sqrt (* (log y) (+ y 0.5))) (sqrt (* (log y) (+ y 0.5)))) (- z y))
10.0ms
(* (log y) (+ y 0.5))
10.0ms
(* (log y) (+ y 0.5))
37.0ms
(* (sqrt (* (log y) (+ y 0.5))) (sqrt (* (log y) (+ y 0.5))))

series795.0ms

Counts
4 → 12
Calls
4 calls:
57.0ms
(+ (* (sqrt (* (log y) (+ y 0.5))) (sqrt (* (log y) (+ y 0.5)))) (- z y))
246.0ms
(* (log y) (+ y 0.5))
244.0ms
(* (log y) (+ y 0.5))
247.0ms
(* (sqrt (* (log y) (+ y 0.5))) (sqrt (* (log y) (+ y 0.5))))

simplify129.0ms

Algorithm
egg-herbie
Counts
166 → 166
Iterations

Useful iterations: 2 (111.0ms)

IterNodesCost
08281508
139981270
250011266

prune397.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

regimes69.0ms

Accuracy

0% (0.0b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 0.1b

bsearch0.0ms

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0105
1105

end0.0ms

sample857.0ms

Algorithm
intervals
Results
283.0ms8044×body80valid
222.0ms8012×body80nan