Details

Time bar (total: 11.4s)

sample158.0ms

Algorithm
intervals
Results
77.0ms1563×body80nan
15.0ms256×body80valid

simplify61.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0279
1599
21539
33609
48139
516399
631439
750019

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.3b

localize16.0ms

Local error

Found 3 expressions with local error:

0.1b
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
0.1b
(* (- a 0.5) (log t))
0.6b
(+ (log (+ x y)) (log z))

rewrite125.0ms

Algorithm
rewrite-expression-head
Rules
19×log-prod *-un-lft-identity
15×add-sqr-sqrt
11×add-cube-cbrt
10×pow1 add-log-exp
associate-+r+
associate-+l+
distribute-rgt-in distribute-lft-in associate-*l/
add-exp-log flip3-- associate-*l* sum-log log-pow add-cbrt-cube flip-- distribute-lft-out
associate-*r* frac-add
associate-+l- flip3-+ flip-+
+-commutative log-div diff-log
sub-neg pow-prod-down prod-exp associate--l+ *-commutative cbrt-unprod distribute-lft-out-- difference-of-squares unswap-sqr
Counts
3 → 80
Calls
3 calls:
105.0ms
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
11.0ms
(* (- a 0.5) (log t))
6.0ms
(+ (log (+ x y)) (log z))

series327.0ms

Counts
3 → 9
Calls
3 calls:
196.0ms
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
56.0ms
(* (- a 0.5) (log t))
74.0ms
(+ (log (+ x y)) (log z))

simplify59.0ms

Algorithm
egg-herbie
Counts
89 → 89
Iterations

Useful iterations: 2 (50.0ms)

IterNodesCost
0585828
12140771
25001755

prune333.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0.0b

localize23.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt (+ x y)) (cbrt (+ x y)))
0.5b
(cbrt (+ x y))
0.5b
(cbrt (+ x y))
0.5b
(cbrt (+ x y))

rewrite32.0ms

Algorithm
rewrite-expression-head
Rules
36×cbrt-prod
35×*-un-lft-identity
23×add-sqr-sqrt
18×cbrt-div
15×add-cube-cbrt
11×pow1
flip3-+ pow1/3 swap-sqr flip-+ distribute-lft-out
associate-*r* associate-*l*
add-exp-log
frac-times add-cbrt-cube add-log-exp unswap-sqr
associate-*r/ pow-prod-down associate-*l/ pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 95
Calls
4 calls:
22.0ms
(* (cbrt (+ x y)) (cbrt (+ x y)))
2.0ms
(cbrt (+ x y))
2.0ms
(cbrt (+ x y))
2.0ms
(cbrt (+ x y))

series549.0ms

Counts
4 → 12
Calls
4 calls:
164.0ms
(* (cbrt (+ x y)) (cbrt (+ x y)))
126.0ms
(cbrt (+ x y))
131.0ms
(cbrt (+ x y))
127.0ms
(cbrt (+ x y))

simplify144.0ms

Algorithm
egg-herbie
Counts
107 → 107
Iterations

Useful iterations: 3 (136.0ms)

IterNodesCost
0246671
1881634
24190584
35001580

prune476.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 0.0b

localize18.0ms

Local error

Found 4 expressions with local error:

0.1b
(+ (- (+ (+ (log (+ x y)) (log (sqrt z))) (log (sqrt z))) t) (* (- a 0.5) (log t)))
0.1b
(* (- a 0.5) (log t))
0.4b
(+ (+ (log (+ x y)) (log (sqrt z))) (log (sqrt z)))
0.5b
(+ (log (+ x y)) (log (sqrt z)))

rewrite651.0ms

Algorithm
rewrite-expression-head
Rules
38×*-un-lft-identity
28×log-prod
24×pow1
23×distribute-lft-out
19×add-sqr-sqrt
18×associate-+r+ log-pow
15×add-cube-cbrt add-log-exp
11×sum-log
associate-+l+
associate-+l-
add-exp-log distribute-rgt-in distribute-lft-in associate-*l/ sqrt-prod add-cbrt-cube
flip3-- flip3-+ associate-*l* flip-- flip-+
log-div associate-*r* frac-add
+-commutative diff-log
sub-neg pow-prod-down prod-exp associate--l+ *-commutative cbrt-unprod distribute-lft-out-- difference-of-squares unswap-sqr
Counts
4 → 115
Calls
4 calls:
596.0ms
(+ (- (+ (+ (log (+ x y)) (log (sqrt z))) (log (sqrt z))) t) (* (- a 0.5) (log t)))
11.0ms
(* (- a 0.5) (log t))
31.0ms
(+ (+ (log (+ x y)) (log (sqrt z))) (log (sqrt z)))
8.0ms
(+ (log (+ x y)) (log (sqrt z)))

series655.0ms

Counts
4 → 12
Calls
4 calls:
285.0ms
(+ (- (+ (+ (log (+ x y)) (log (sqrt z))) (log (sqrt z))) t) (* (- a 0.5) (log t)))
59.0ms
(* (- a 0.5) (log t))
166.0ms
(+ (+ (log (+ x y)) (log (sqrt z))) (log (sqrt z)))
145.0ms
(+ (log (+ x y)) (log (sqrt z)))

simplify73.0ms

Algorithm
egg-herbie
Counts
127 → 127
Iterations

Useful iterations: 2 (61.0ms)

IterNodesCost
07591405
127621276
250021251

prune479.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

localize23.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt t)
0.5b
(cbrt t)
0.5b
(* (cbrt t) (cbrt t))
0.6b
(+ (log (+ x y)) (log z))

rewrite18.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
22×cbrt-prod *-un-lft-identity
16×add-cube-cbrt
15×pow1
pow1/3
log-prod
add-exp-log swap-sqr associate-*r* associate-*l*
distribute-lft-out
associate-+l+ log-pow add-cbrt-cube add-log-exp unswap-sqr
associate-+r+
associate-+l- log-div flip3-+ pow-prod-down pow-sqr pow-prod-up flip-+
+-commutative pow2 pow-plus prod-exp sum-log *-commutative cbrt-unprod
Counts
4 → 86
Calls
4 calls:
0.0ms
(cbrt t)
0.0ms
(cbrt t)
6.0ms
(* (cbrt t) (cbrt t))
8.0ms
(+ (log (+ x y)) (log z))

series639.0ms

Counts
4 → 12
Calls
4 calls:
186.0ms
(cbrt t)
181.0ms
(cbrt t)
200.0ms
(* (cbrt t) (cbrt t))
71.0ms
(+ (log (+ x y)) (log z))

simplify108.0ms

Algorithm
egg-herbie
Counts
98 → 98
Iterations

Useful iterations: 3 (102.0ms)

IterNodesCost
0260411
1799372
23953349
35002346

prune417.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

regimes665.0ms

Accuracy

0% (0.2b remaining)

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

bsearch0.0ms

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02417
12417

end0.0ms

sample5.3s

Algorithm
intervals
Results
2.8s57153×body80nan
467.0ms8042×body80valid