Details

Time bar (total: 4.6s)

sample21.0ms

Algorithm
intervals
Results
9.0ms343×body80valid

simplify105.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0144
1254
2584
3964
41314
51554
61794
73104
86434
911714
1024824
1137744
1250024

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 2.5b

localize7.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ x (* (- y x) (/ z t)))
6.0b
(* (- y x) (/ z t))

rewrite15.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
13×associate-*r*
12×*-un-lft-identity
10×add-cube-cbrt times-frac
add-exp-log add-cbrt-cube
associate-*l*
pow1 add-log-exp
frac-times flip3-- associate-*l/ prod-exp flip-- cbrt-unprod unswap-sqr
cbrt-undiv +-commutative flip3-+ associate-*r/ div-exp pow-prod-down sum-log *-commutative flip-+ div-inv distribute-lft-out-- difference-of-squares
Counts
2 → 49
Calls
2 calls:
3.0ms
(+ x (* (- y x) (/ z t)))
10.0ms
(* (- y x) (/ z t))

series82.0ms

Counts
2 → 6
Calls
2 calls:
35.0ms
(+ x (* (- y x) (/ z t)))
47.0ms
(* (- y x) (/ z t))

simplify41.0ms

Algorithm
egg-herbie
Counts
55 → 55
Iterations

Useful iterations: 2 (36.0ms)

IterNodesCost
0296310
11245287
25001275

prune133.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (- y x))
0.5b
(cbrt (- y x))
3.0b
(* (cbrt (- y x)) (/ z t))
3.2b
(* (* (cbrt (- y x)) (cbrt (- y x))) (* (cbrt (- y x)) (/ z t)))

rewrite46.0ms

Algorithm
rewrite-expression-head
Rules
116×cbrt-div
84×frac-times
58×flip3-- flip--
40×associate-*l/
31×add-sqr-sqrt
30×add-exp-log
27×associate-*r/
21×*-un-lft-identity
18×pow1 add-cbrt-cube
17×cbrt-prod
15×add-cube-cbrt prod-exp cbrt-unprod
14×associate-*r*
11×times-frac
associate-*l* pow-prod-down
add-log-exp unswap-sqr
cbrt-undiv div-exp distribute-lft-out-- difference-of-squares
pow1/3 *-commutative
div-inv
Counts
4 → 152
Calls
4 calls:
3.0ms
(cbrt (- y x))
3.0ms
(cbrt (- y x))
10.0ms
(* (cbrt (- y x)) (/ z t))
20.0ms
(* (* (cbrt (- y x)) (cbrt (- y x))) (* (cbrt (- y x)) (/ z t)))

series551.0ms

Counts
4 → 12
Calls
4 calls:
154.0ms
(cbrt (- y x))
149.0ms
(cbrt (- y x))
198.0ms
(* (cbrt (- y x)) (/ z t))
49.0ms
(* (* (cbrt (- y x)) (cbrt (- y x))) (* (cbrt (- y x)) (/ z t)))

simplify81.0ms

Algorithm
egg-herbie
Counts
164 → 164
Iterations

Useful iterations: 2 (63.0ms)

IterNodesCost
08062054
126651859
250011806

prune415.0ms

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 0.0b

localize15.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt t)
0.6b
(cbrt t)
0.6b
(cbrt t)
3.2b
(* (* (cbrt (- y x)) (cbrt (- y x))) (* (/ (cbrt (- y x)) (* (cbrt t) (cbrt t))) (/ z (cbrt t))))

rewrite240.0ms

Algorithm
rewrite-expression-head
Rules
69×add-exp-log
49×frac-times
48×cbrt-div
37×prod-exp cbrt-unprod
33×add-cbrt-cube
25×associate-*l/
24×flip3-- flip--
20×associate-*r/
16×pow1
14×cbrt-undiv div-exp
cbrt-prod
pow-prod-down
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
add-log-exp
pow1/3
associate-*r* associate-*l* *-commutative
Counts
4 → 110
Calls
4 calls:
1.0ms
(cbrt t)
1.0ms
(cbrt t)
1.0ms
(cbrt t)
230.0ms
(* (* (cbrt (- y x)) (cbrt (- y x))) (* (/ (cbrt (- y x)) (* (cbrt t) (cbrt t))) (/ z (cbrt t))))

series632.0ms

Counts
4 → 12
Calls
4 calls:
184.0ms
(cbrt t)
183.0ms
(cbrt t)
181.0ms
(cbrt t)
83.0ms
(* (* (cbrt (- y x)) (cbrt (- y x))) (* (/ (cbrt (- y x)) (* (cbrt t) (cbrt t))) (/ z (cbrt t))))

simplify81.0ms

Algorithm
egg-herbie
Counts
122 → 122
Iterations

Useful iterations: 2 (67.0ms)

IterNodesCost
06671784
125091408
250031229

prune348.0ms

Pruning

10 alts after pruning (7 fresh and 3 done)

Merged error: 0.0b

localize16.0ms

Local error

Found 4 expressions with local error:

1.3b
(* (- y x) (* (cbrt (/ z t)) (cbrt (/ z t))))
10.5b
(cbrt (/ z t))
10.5b
(cbrt (/ z t))
10.5b
(cbrt (/ z t))

rewrite25.0ms

Algorithm
rewrite-expression-head
Rules
39×cbrt-prod
29×add-sqr-sqrt
28×*-un-lft-identity
27×times-frac
26×add-cube-cbrt
15×cbrt-div
pow1 add-exp-log frac-times
add-cbrt-cube
associate-*r/
associate-*l* associate-*l/
flip3-- flip-- add-log-exp
pow1/3 pow-prod-down prod-exp cbrt-unprod div-inv
associate-*r* *-commutative distribute-lft-out-- difference-of-squares unswap-sqr
Counts
4 → 98
Calls
4 calls:
14.0ms
(* (- y x) (* (cbrt (/ z t)) (cbrt (/ z t))))
2.0ms
(cbrt (/ z t))
2.0ms
(cbrt (/ z t))
3.0ms
(cbrt (/ z t))

series334.0ms

Counts
4 → 12
Calls
4 calls:
127.0ms
(* (- y x) (* (cbrt (/ z t)) (cbrt (/ z t))))
70.0ms
(cbrt (/ z t))
65.0ms
(cbrt (/ z t))
72.0ms
(cbrt (/ z t))

simplify86.0ms

Algorithm
egg-herbie
Counts
110 → 110
Iterations

Useful iterations: 3 (77.0ms)

IterNodesCost
0338774
1926705
23350693
35001669

prune353.0ms

Pruning

10 alts after pruning (7 fresh and 3 done)

Merged error: 0b

regimes271.0ms

Accuracy

-20.9% (2.4b remaining)

Error of 2.4b against oracle of 0.0b and baseline of 2.0b

bsearch78.0ms

Steps
ItersRangePoint
8
1.1641453856177518e+203
5.037961904163681e+206
2.8873350847868652e+205
8
-1.0424659286240171e-306
7.825026343919537e-308
3.2919483061570764e-308

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02711
12711

end0.0ms

sample562.0ms

Algorithm
intervals
Results
294.0ms10701×body80valid