Details

Time bar (total: 2.8s)

sample345.0ms

Algorithm
intervals
sampling

Space saved by range analysis: 0%

Space saved by search: 0%

Guaranteed chance to sample good point: 81.239762%

Results
12.0ms256×body80valid

simplify32.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0268
1618
21418
33478
47928
550028

prune4.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 12.7b

Counts
2 → 1

localize11.0ms

Local error

Found 3 expressions with local error:

0.0b
(- x (/ (* (* y 2.0) z) (- (* (* z 2.0) z) (* y t))))
1.9b
(- (* (* z 2.0) z) (* y t))
19.2b
(/ (* (* y 2.0) z) (- (* (* z 2.0) z) (* y t)))

rewrite26.0ms

Algorithm
rewrite-expression-head
Rules
12×add-exp-log add-cbrt-cube
add-sqr-sqrt *-un-lft-identity add-log-exp
add-cube-cbrt
pow1 cbrt-undiv flip3-- times-frac div-exp prod-exp associate-/r* flip-- cbrt-unprod
sub-neg diff-log associate-/r/
frac-2neg clear-num div-inv associate-/l* distribute-lft-out-- difference-of-squares
Counts
3 → 51
Calls
3 calls:
8.0ms
(- x (/ (* (* y 2.0) z) (- (* (* z 2.0) z) (* y t))))
5.0ms
(- (* (* z 2.0) z) (* y t))
12.0ms
(/ (* (* y 2.0) z) (- (* (* z 2.0) z) (* y t)))

series62.0ms

Counts
3 → 9
Calls
3 calls:
27.0ms
(- x (/ (* (* y 2.0) z) (- (* (* z 2.0) z) (* y t))))
8.0ms
(- (* (* z 2.0) z) (* y t))
26.0ms
(/ (* (* y 2.0) z) (- (* (* z 2.0) z) (* y t)))

simplify45.0ms

Algorithm
egg-herbie
Counts
60 → 60
Iterations

Useful iterations: 1 (8.0ms)

IterNodesCost
0318564
11519493
25002493

prune104.0ms

Filtered
42 candidates to 60 candidates (-42.9%)
Pruning

6 alts after pruning (6 fresh and 0 done)

PrunedKeptTotal
New54660
Fresh000
Picked101
Done000
Total55661

Merged error: 3.5b

Counts
61 → 6

localize14.0ms

Local error

Found 4 expressions with local error:

0.0b
(- x (/ (* y 2.0) (/ (- (* (* z 2.0) z) (* y t)) z)))
1.9b
(- (* (* z 2.0) z) (* y t))
5.6b
(/ (* y 2.0) (/ (- (* (* z 2.0) z) (* y t)) z))
14.6b
(/ (- (* (* z 2.0) z) (* y t)) z)

rewrite34.0ms

Algorithm
rewrite-expression-head
Rules
40×times-frac
28×add-sqr-sqrt *-un-lft-identity
26×add-cube-cbrt
18×add-exp-log add-cbrt-cube
16×associate-/r*
add-log-exp
cbrt-undiv div-exp
pow1 div-inv associate-/l*
flip3-- flip--
sub-neg frac-2neg diff-log prod-exp clear-num cbrt-unprod associate-/l/
div-sub associate-/r/ distribute-lft-out-- difference-of-squares
Counts
4 → 102
Calls
4 calls:
10.0ms
(- x (/ (* y 2.0) (/ (- (* (* z 2.0) z) (* y t)) z)))
5.0ms
(- (* (* z 2.0) z) (* y t))
9.0ms
(/ (* y 2.0) (/ (- (* (* z 2.0) z) (* y t)) z))
7.0ms
(/ (- (* (* z 2.0) z) (* y t)) z)

series77.0ms

Counts
4 → 12
Calls
4 calls:
31.0ms
(- x (/ (* y 2.0) (/ (- (* (* z 2.0) z) (* y t)) z)))
9.0ms
(- (* (* z 2.0) z) (* y t))
27.0ms
(/ (* y 2.0) (/ (- (* (* z 2.0) z) (* y t)) z))
11.0ms
(/ (- (* (* z 2.0) z) (* y t)) z)

simplify66.0ms

Algorithm
egg-herbie
Counts
114 → 114
Iterations

Useful iterations: 2 (54.0ms)

IterNodesCost
04721105
12263993
25003988

prune174.0ms

Filtered
84 candidates to 114 candidates (-35.7%)
Pruning

8 alts after pruning (8 fresh and 0 done)

PrunedKeptTotal
New1095114
Fresh235
Picked101
Done000
Total1128120

Merged error: 2.0b

Counts
120 → 8

localize10.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* z 2.0) (/ (* t y) z))
0.0b
(- x (/ (* y 2.0) (- (* z 2.0) (/ (* t y) z))))
5.6b
(/ (* y 2.0) (- (* z 2.0) (/ (* t y) z)))
6.2b
(/ (* t y) z)

rewrite28.0ms

Algorithm
rewrite-expression-head
Rules
14×add-exp-log add-cbrt-cube
10×add-sqr-sqrt *-un-lft-identity
add-cube-cbrt add-log-exp
times-frac associate-/r*
pow1 cbrt-undiv div-exp
flip3-- flip--
sub-neg frac-2neg diff-log prod-exp clear-num associate-/r/ cbrt-unprod div-inv associate-/l*
distribute-lft-out-- difference-of-squares
Counts
4 → 70
Calls
4 calls:
6.0ms
(- (* z 2.0) (/ (* t y) z))
8.0ms
(- x (/ (* y 2.0) (- (* z 2.0) (/ (* t y) z))))
8.0ms
(/ (* y 2.0) (- (* z 2.0) (/ (* t y) z)))
5.0ms
(/ (* t y) z)

series57.0ms

Counts
4 → 12
Calls
4 calls:
8.0ms
(- (* z 2.0) (/ (* t y) z))
20.0ms
(- x (/ (* y 2.0) (- (* z 2.0) (/ (* t y) z))))
23.0ms
(/ (* y 2.0) (- (* z 2.0) (/ (* t y) z)))
5.0ms
(/ (* t y) z)

simplify38.0ms

Algorithm
egg-herbie
Counts
82 → 82
Iterations

Useful iterations: 1 (8.0ms)

IterNodesCost
0334566
11494506
25001506

prune106.0ms

Filtered
55 candidates to 82 candidates (-49.1%)
Pruning

6 alts after pruning (6 fresh and 0 done)

PrunedKeptTotal
New80282
Fresh347
Picked101
Done000
Total84690

Merged error: 0.5b

Counts
90 → 6

localize10.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* z 2.0) (* t (/ y z)))
0.0b
(- x (/ (* y 2.0) (- (* z 2.0) (* t (/ y z)))))
4.2b
(* t (/ y z))
5.6b
(/ (* y 2.0) (- (* z 2.0) (* t (/ y z))))

rewrite27.0ms

Algorithm
rewrite-expression-head
Rules
21×add-sqr-sqrt
16×*-un-lft-identity
14×add-exp-log add-cube-cbrt add-cbrt-cube
13×times-frac associate-*r*
add-log-exp
pow1
cbrt-undiv flip3-- div-exp associate-*l* prod-exp associate-/r* flip-- cbrt-unprod
sub-neg diff-log associate-/r/ div-inv unswap-sqr
frac-2neg associate-*r/ pow-prod-down clear-num *-commutative associate-/l* distribute-lft-out-- difference-of-squares
Counts
4 → 81
Calls
4 calls:
3.0ms
(- (* z 2.0) (* t (/ y z)))
9.0ms
(- x (/ (* y 2.0) (- (* z 2.0) (* t (/ y z)))))
7.0ms
(* t (/ y z))
6.0ms
(/ (* y 2.0) (- (* z 2.0) (* t (/ y z))))

series57.0ms

Counts
4 → 12
Calls
4 calls:
8.0ms
(- (* z 2.0) (* t (/ y z)))
20.0ms
(- x (/ (* y 2.0) (- (* z 2.0) (* t (/ y z)))))
5.0ms
(* t (/ y z))
23.0ms
(/ (* y 2.0) (- (* z 2.0) (* t (/ y z))))

simplify46.0ms

Algorithm
egg-herbie
Counts
93 → 93
Iterations

Useful iterations: 1 (10.0ms)

IterNodesCost
0395614
11802554
25001554

prune94.0ms

Filtered
65 candidates to 93 candidates (-43.1%)
Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New92193
Fresh055
Picked011
Done000
Total92799

Merged error: 0.5b

Counts
99 → 7

regimes280.0ms

Accuracy

0% (2.1b remaining)

Error of 2.7b against oracle of 0.5b and baseline of 2.7b

bsearch0.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0157
1157

end0.0ms

sample1.0s

Algorithm
intervals
sampling

Space saved by range analysis: 0%

Space saved by search: 0%

Guaranteed chance to sample good point: 81.239762%

Results
404.0ms8000×body80valid

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