Details

Time bar (total: 8.2s)

sample37.0ms

Algorithm
intervals
Results
16.0ms265×body80valid

simplify102.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
04116
18816
225416
366316
4161516
5236216
6258416
7312216
8500116

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 25.2b

localize26.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (+ (* (+ (* (+ y a) y) b) y) c) y)
0.1b
(* (+ (* (+ y a) y) b) y)
0.1b
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
24.6b
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

rewrite283.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
18×add-cube-cbrt *-un-lft-identity
12×add-exp-log add-cbrt-cube
10×pow1
times-frac associate-*r* associate-*l*
associate-*l/
flip3-+ flip-+
add-log-exp
pow-prod-down prod-exp associate-/r* *-commutative cbrt-unprod associate-/l* unswap-sqr
associate-/r/ associate-/l/
cbrt-undiv frac-2neg div-exp clear-num div-inv
Counts
4 → 91
Calls
4 calls:
68.0ms
(* (+ (* (+ (* (+ y a) y) b) y) c) y)
40.0ms
(* (+ (* (+ y a) y) b) y)
50.0ms
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
122.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

series441.0ms

Counts
4 → 12
Calls
4 calls:
60.0ms
(* (+ (* (+ (* (+ y a) y) b) y) c) y)
33.0ms
(* (+ (* (+ y a) y) b) y)
47.0ms
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
301.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))

simplify68.0ms

Algorithm
egg-herbie
Counts
103 → 103
Iterations

Useful iterations: 2 (53.0ms)

IterNodesCost
05091265
122591154
250031152

prune442.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 24.2b

localize23.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (+ (* (+ y a) y) b) y)
0.1b
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
0.4b
(/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
24.3b
(* (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))

rewrite402.0ms

Algorithm
rewrite-expression-head
Rules
35×add-sqr-sqrt
25×*-un-lft-identity
24×add-cube-cbrt
21×add-exp-log associate-*r*
20×times-frac
15×add-cbrt-cube
11×pow1
associate-*l*
flip3-+ associate-*l/ prod-exp flip-+
unswap-sqr
div-exp associate-/r/ cbrt-unprod add-log-exp
pow-prod-down associate-/r* *-commutative associate-/l*
cbrt-undiv frac-times rec-exp 1-exp div-inv
pow-flip frac-2neg associate-*r/ clear-num un-div-inv inv-pow
Counts
4 → 115
Calls
4 calls:
41.0ms
(* (+ (* (+ y a) y) b) y)
50.0ms
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
60.0ms
(/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
247.0ms
(* (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))

series441.0ms

Counts
4 → 12
Calls
4 calls:
33.0ms
(* (+ (* (+ y a) y) b) y)
48.0ms
(* (+ (* (+ (* x y) z) y) 27464.7644705) y)
51.0ms
(/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i))
308.0ms
(* (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (/ 1 (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))

simplify73.0ms

Algorithm
egg-herbie
Counts
127 → 127
Iterations

Useful iterations: 2 (59.0ms)

IterNodesCost
05631666
127511468
250021442

prune473.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 24.2b

localize28.0ms

Local error

Found 4 expressions with local error:

21.3b
(cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))
21.3b
(cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))
21.3b
(cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))
24.6b
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (* (cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y)) (cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))) (cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))) i))

rewrite367.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
times-frac
add-exp-log cbrt-div associate-*l/ add-cbrt-cube
flip3-+ flip-+
pow1 add-log-exp
cbrt-prod pow1/3 associate-/r* associate-/l*
associate-/r/ associate-/l/
cbrt-undiv frac-2neg div-exp clear-num div-inv
Counts
4 → 64
Calls
4 calls:
26.0ms
(cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))
25.0ms
(cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))
26.0ms
(cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))
287.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (* (cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y)) (cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))) (cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))) i))

series1.0s

Counts
4 → 12
Calls
4 calls:
193.0ms
(cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))
195.0ms
(cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))
195.0ms
(cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))
462.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (* (cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y)) (cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))) (cbrt (* (+ (* (+ (* (+ y a) y) b) y) c) y))) i))

simplify111.0ms

Algorithm
egg-herbie
Counts
76 → 76
Iterations

Useful iterations: 3 (96.0ms)

IterNodesCost
03182020
19971827
241481727
350021646

prune450.0ms

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 24.2b

localize34.0ms

Local error

Found 4 expressions with local error:

20.8b
(cbrt (+ (* (+ (* (+ y a) y) b) y) c))
20.8b
(cbrt (+ (* (+ (* (+ y a) y) b) y) c))
20.8b
(cbrt (+ (* (+ (* (+ y a) y) b) y) c))
24.6b
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (* (cbrt (+ (* (+ (* (+ y a) y) b) y) c)) (cbrt (+ (* (+ (* (+ y a) y) b) y) c))) (* (cbrt (+ (* (+ (* (+ y a) y) b) y) c)) y)) i))

rewrite508.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
cbrt-prod times-frac
add-exp-log cbrt-div add-cbrt-cube
flip3-+ flip-+
pow1 add-log-exp
pow1/3 associate-/r* associate-/l*
associate-/r/ associate-/l/
cbrt-undiv frac-2neg div-exp clear-num div-inv
Counts
4 → 70
Calls
4 calls:
16.0ms
(cbrt (+ (* (+ (* (+ y a) y) b) y) c))
17.0ms
(cbrt (+ (* (+ (* (+ y a) y) b) y) c))
17.0ms
(cbrt (+ (* (+ (* (+ y a) y) b) y) c))
456.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (* (cbrt (+ (* (+ (* (+ y a) y) b) y) c)) (cbrt (+ (* (+ (* (+ y a) y) b) y) c))) (* (cbrt (+ (* (+ (* (+ y a) y) b) y) c)) y)) i))

series686.0ms

Counts
4 → 12
Calls
4 calls:
123.0ms
(cbrt (+ (* (+ (* (+ y a) y) b) y) c))
123.0ms
(cbrt (+ (* (+ (* (+ y a) y) b) y) c))
130.0ms
(cbrt (+ (* (+ (* (+ y a) y) b) y) c))
309.0ms
(/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (* (cbrt (+ (* (+ (* (+ y a) y) b) y) c)) (cbrt (+ (* (+ (* (+ y a) y) b) y) c))) (* (cbrt (+ (* (+ (* (+ y a) y) b) y) c)) y)) i))

simplify126.0ms

Algorithm
egg-herbie
Counts
82 → 82
Iterations

Useful iterations: 3 (111.0ms)

IterNodesCost
03041973
110361795
245901763
350011757

prune419.0ms

Pruning

14 alts after pruning (11 fresh and 3 done)

Merged error: 24.2b

regimes646.0ms

Accuracy

0% (1.1b remaining)

Error of 28.9b against oracle of 27.8b and baseline of 28.9b

bsearch0.0ms

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04617
14617

end0.0ms

sample982.0ms

Algorithm
intervals
Results
513.0ms8245×body80valid