Details

Time bar (total: 4.3s)

sample65.0ms

Algorithm
intervals
Results
16.0ms155×body160valid
15.0ms535×pre80true
11.0ms279×body80nan
4.0ms101×body80valid

simplify11.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0229
1439
2839
31109
41189
51189

prune2.0ms

Filtered
1 candidates to 0 candidates (0.0%)
Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 31.3b

Counts
2 → 1

localize10.0ms

Local error

Found 4 expressions with local error:

0.2b
(- (* b b) (* (* 3.0 a) c))
0.3b
(* (* 3.0 a) c)
0.4b
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
31.2b
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

rewrite32.0ms

Algorithm
rewrite-expression-head
Rules
22×*-un-lft-identity
14×add-exp-log add-cbrt-cube
10×add-sqr-sqrt add-cube-cbrt fma-def add-log-exp
pow1
distribute-rgt-neg-in distribute-lft-out
times-frac associate-/l*
expm1-log1p-u prod-exp cbrt-unprod log1p-expm1-u
distribute-lft-neg-in associate-*r* pow-prod-down
cbrt-undiv neg-sub0 associate-+l- flip3-+ div-exp sum-log flip-+ associate-/l/
+-commutative neg-mul-1 sub-neg flip3-- frac-2neg fma-neg diff-log div-sub associate-*l* prod-diff neg-log clear-num associate-/r* *-commutative flip-- div-inv
Counts
4 → 93
Calls
4 calls:
4.0ms
(- (* b b) (* (* 3.0 a) c))
6.0ms
(* (* 3.0 a) c)
12.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
8.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

series248.0ms

Counts
4 → 12
Calls
4 calls:
43.0ms
(- (* b b) (* (* 3.0 a) c))
19.0ms
(* (* 3.0 a) c)
108.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
78.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

simplify59.0ms

Algorithm
egg-herbie
Counts
105 → 105
Iterations

Useful iterations: 2 (51.0ms)

IterNodesCost
0449785
12075672
25002663

prune254.0ms

Filtered
105 candidates to 78 candidates (74.3%)
Pruning

17 alts after pruning (17 fresh and 0 done)

PrunedKeptTotal
New8817105
Fresh000
Picked101
Done000
Total8917106

Merged error: 9.5b

Counts
106 → 17

localize3.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify2.0ms

Algorithm
egg-herbie
Counts
0 → 0
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
000

prune37.0ms

Pruning

17 alts after pruning (16 fresh and 1 done)

PrunedKeptTotal
New000
Fresh01616
Picked011
Done000
Total01717

Merged error: 9.5b

Counts
17 → 17

localize7.0ms

Local error

Found 3 expressions with local error:

0.2b
(* -1.5 (/ (* a c) b))
0.2b
(/ (* a c) b)
0.4b
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

rewrite25.0ms

Algorithm
rewrite-expression-head
Rules
49×add-exp-log add-cbrt-cube
17×prod-exp cbrt-unprod
16×cbrt-undiv div-exp
10×add-sqr-sqrt
add-cube-cbrt *-un-lft-identity
times-frac associate-*r*
pow1
associate-/r*
expm1-log1p-u associate-*l* log1p-expm1-u div-inv add-log-exp
frac-2neg associate-*r/ clear-num associate-/l*
pow-prod-down *-commutative associate-/l/ unswap-sqr
Counts
3 → 84
Calls
3 calls:
9.0ms
(* -1.5 (/ (* a c) b))
4.0ms
(/ (* a c) b)
9.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

series65.0ms

Counts
3 → 9
Calls
3 calls:
26.0ms
(* -1.5 (/ (* a c) b))
18.0ms
(/ (* a c) b)
20.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

simplify58.0ms

Algorithm
egg-herbie
Counts
93 → 93
Iterations

Useful iterations: 1 (12.0ms)

IterNodesCost
0383531
12513389
25002389

prune190.0ms

Filtered
93 candidates to 54 candidates (58.1%)
Pruning

31 alts after pruning (30 fresh and 1 done)

PrunedKeptTotal
New781593
Fresh01515
Picked101
Done011
Total7931110

Merged error: 9.5b

Counts
110 → 31

localize7.0ms

Local error

Found 3 expressions with local error:

0.2b
(* -1.5 (/ a (/ b c)))
0.3b
(/ a (/ b c))
0.4b
(/ (* -1.5 (/ a (/ b c))) (* 3.0 a))

rewrite39.0ms

Algorithm
rewrite-expression-head
Rules
145×times-frac
90×add-sqr-sqrt
81×add-cube-cbrt *-un-lft-identity
49×add-exp-log add-cbrt-cube
44×associate-*r*
20×cbrt-undiv div-exp
14×associate-/r*
13×prod-exp cbrt-unprod
10×div-inv
pow1
associate-/l*
expm1-log1p-u associate-*l* log1p-expm1-u add-log-exp unswap-sqr
frac-2neg associate-*r/ clear-num associate-/r/
pow-prod-down *-commutative associate-/l/
Counts
3 → 172
Calls
3 calls:
14.0ms
(* -1.5 (/ a (/ b c)))
6.0ms
(/ a (/ b c))
11.0ms
(/ (* -1.5 (/ a (/ b c))) (* 3.0 a))

series72.0ms

Counts
3 → 9
Calls
3 calls:
27.0ms
(* -1.5 (/ a (/ b c)))
25.0ms
(/ a (/ b c))
20.0ms
(/ (* -1.5 (/ a (/ b c))) (* 3.0 a))

simplify99.0ms

Algorithm
egg-herbie
Counts
181 → 181
Iterations

Useful iterations: 1 (19.0ms)

IterNodesCost
07201132
14243985
25002985

prune515.0ms

Filtered
181 candidates to 136 candidates (75.1%)
Pruning

37 alts after pruning (36 fresh and 1 done)

PrunedKeptTotal
New16714181
Fresh72229
Picked101
Done011
Total17537212

Merged error: 9.4b

Counts
212 → 37

regimes757.0ms

Accuracy

57.2% (5.9b remaining)

Error of 14.9b against oracle of 9.0b and baseline of 22.8b

bsearch4.0ms

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02727
12727

end0.0ms

sample1.7s

Algorithm
intervals
Results
451.0ms16563×pre80true
375.0ms4462×body160valid
360.0ms8563×body80nan
159.0ms3538×body80valid

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