Details

Time bar (total: 4.4s)

sample28.0ms

Algorithm
intervals
Results
7.0ms257×body80valid
6.0ms297×body80nan

simplify18.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0154
1294
2514
3654
4974
51204
61594
72574
83224
93224

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize7.0ms

Local error

Found 2 expressions with local error:

0.0b
(- (- (* x (log y)) z) y)
0.3b
(* x (log y))

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
20×add-sqr-sqrt
18×*-un-lft-identity
17×associate--l+
16×add-cube-cbrt
12×log-prod prod-diff
add-log-exp
distribute-rgt-in distribute-lft-in
pow1
add-exp-log associate-*r* add-cbrt-cube
fma-neg diff-log associate-*l*
expm1-log1p-u sub-neg log1p-expm1-u
associate--l- flip3-- pow-prod-down prod-exp log-pow *-commutative flip-- cbrt-unprod distribute-lft-out-- difference-of-squares unswap-sqr
Counts
2 → 68
Calls
2 calls:
26.0ms
(- (- (* x (log y)) z) y)
4.0ms
(* x (log y))

series75.0ms

Counts
2 → 6
Calls
2 calls:
37.0ms
(- (- (* x (log y)) z) y)
38.0ms
(* x (log y))

simplify137.0ms

Algorithm
egg-herbie
Counts
74 → 74
Iterations

Useful iterations: 3 (131.0ms)

IterNodesCost
0302480
11071361
24460338
35001311

prune141.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.0b

localize12.0ms

Local error

Found 4 expressions with local error:

0.0b
(log (sqrt y))
0.0b
(log (sqrt y))
0.3b
(* x (log (sqrt y)))
0.3b
(* x (log (sqrt y)))

rewrite19.0ms

Algorithm
rewrite-expression-head
Rules
36×log-prod
24×add-sqr-sqrt
20×add-cube-cbrt *-un-lft-identity
18×sqrt-prod
16×pow1
12×distribute-rgt-in distribute-lft-in associate-*r* log-pow
10×add-exp-log
add-cbrt-cube
associate-*l*
expm1-log1p-u sqrt-pow1 pow1/2 log1p-expm1-u add-log-exp
rem-log-exp pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 108
Calls
4 calls:
2.0ms
(log (sqrt y))
1.0ms
(log (sqrt y))
5.0ms
(* x (log (sqrt y)))
5.0ms
(* x (log (sqrt y)))

series313.0ms

Counts
4 → 12
Calls
4 calls:
58.0ms
(log (sqrt y))
64.0ms
(log (sqrt y))
87.0ms
(* x (log (sqrt y)))
103.0ms
(* x (log (sqrt y)))

simplify79.0ms

Algorithm
egg-herbie
Counts
120 → 120
Iterations

Useful iterations: 3 (72.0ms)

IterNodesCost
0213654
1739584
23147554
35002550

prune276.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize15.0ms

Local error

Found 4 expressions with local error:

0.3b
(* x (log (sqrt y)))
0.3b
(+ (* 2 (log (cbrt (sqrt y)))) (log (cbrt (sqrt y))))
0.6b
(cbrt (sqrt y))
0.6b
(cbrt (sqrt y))

rewrite19.0ms

Algorithm
rewrite-expression-head
Rules
39×log-prod
30×cbrt-prod
25×add-sqr-sqrt
24×*-un-lft-identity
23×add-cube-cbrt
21×sqrt-prod
18×associate-+l+
15×distribute-rgt-in distribute-lft-in
pow1 associate-+r+
add-exp-log associate-*r* add-cbrt-cube
add-log-exp
expm1-log1p-u log-pow log1p-expm1-u
associate-*l*
distribute-rgt-out pow1/3
+-commutative fma-def distribute-lft1-in sqrt-pow1 flip3-+ pow1/2 pow-prod-down prod-exp sum-log *-commutative cbrt-unprod flip-+ unswap-sqr
Counts
4 → 111
Calls
4 calls:
5.0ms
(* x (log (sqrt y)))
8.0ms
(+ (* 2 (log (cbrt (sqrt y)))) (log (cbrt (sqrt y))))
1.0ms
(cbrt (sqrt y))
1.0ms
(cbrt (sqrt y))

series632.0ms

Counts
4 → 12
Calls
4 calls:
89.0ms
(* x (log (sqrt y)))
231.0ms
(+ (* 2 (log (cbrt (sqrt y)))) (log (cbrt (sqrt y))))
147.0ms
(cbrt (sqrt y))
164.0ms
(cbrt (sqrt y))

simplify44.0ms

Algorithm
egg-herbie
Counts
123 → 123
Iterations

Useful iterations: 2 (36.0ms)

IterNodesCost
0413782
11276702
25001659

prune445.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize27.0ms

Local error

Found 4 expressions with local error:

0.3b
(* x (+ (* 2 (log (pow (sqrt y) 1/3))) (log (cbrt (sqrt y)))))
0.3b
(+ (* 2 (log (pow (sqrt y) 1/3))) (log (cbrt (sqrt y))))
0.6b
(cbrt (sqrt y))
4.0b
(pow (sqrt y) 1/3)

rewrite28.0ms

Algorithm
rewrite-expression-head
Rules
29×log-prod
22×add-sqr-sqrt
20×add-cube-cbrt associate-+l+ *-un-lft-identity
18×unpow-prod-down
15×sqrt-prod
12×cbrt-prod
11×distribute-rgt-in distribute-lft-in
associate-+r+
pow1
add-exp-log
add-cbrt-cube
add-log-exp
expm1-log1p-u log1p-expm1-u
pow-unpow pow-pow associate-*r* associate-*l* sqr-pow
flip3-+ associate-*r/ flip-+
+-commutative pow-to-exp fma-def sqrt-pow1 pow1/2 unpow1/3 pow1/3 pow-prod-down pow-exp prod-exp sum-log *-commutative sqrt-pow2 cbrt-unprod unswap-sqr
Counts
4 → 109
Calls
4 calls:
13.0ms
(* x (+ (* 2 (log (pow (sqrt y) 1/3))) (log (cbrt (sqrt y)))))
9.0ms
(+ (* 2 (log (pow (sqrt y) 1/3))) (log (cbrt (sqrt y))))
1.0ms
(cbrt (sqrt y))
2.0ms
(pow (sqrt y) 1/3)

series719.0ms

Counts
4 → 12
Calls
4 calls:
262.0ms
(* x (+ (* 2 (log (pow (sqrt y) 1/3))) (log (cbrt (sqrt y)))))
197.0ms
(+ (* 2 (log (pow (sqrt y) 1/3))) (log (cbrt (sqrt y))))
148.0ms
(cbrt (sqrt y))
111.0ms
(pow (sqrt y) 1/3)

simplify79.0ms

Algorithm
egg-herbie
Counts
121 → 121
Iterations

Useful iterations: 2 (63.0ms)

IterNodesCost
0608983
12338829
25002734

prune484.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

regimes79.0ms

Accuracy

0% (0.1b 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
0109
1109

end0.0ms

sample733.0ms

Algorithm
intervals
Results
229.0ms8035×body80valid
180.0ms8247×body80nan
0.0msbody640valid