Details

Time bar (total: 4.1s)

analyze1.0s

Algorithm
search
sampling

Space saved by range analysis: 0.195169%

Space saved by search: 0.865246%

Guaranteed chance to sample good point: 75.015362%

sample20.0ms

Algorithm
intervals
Results
8.0ms256×body80valid
1.0ms11×body80invalid

simplify61.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0195
1405
2805
31745
43695
55035
67695
711915
814515
916065
1016065

prune4.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 0.3b

Counts
2 → 1

localize8.0ms

Local error

Found 2 expressions with local error:

0.0b
(* (- y z) (- y t))
8.1b
(/ x (* (- y z) (- y t)))

rewrite24.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt flip3-- flip--
10×*-un-lft-identity
add-exp-log add-cbrt-cube
frac-times associate-/r/
add-cube-cbrt
associate-*r* associate-*l*
pow1 associate-*r/ associate-*l/
times-frac associate-/l*
cbrt-undiv distribute-rgt-in sub-neg distribute-lft-in div-exp prod-exp cbrt-unprod distribute-lft-out-- add-log-exp difference-of-squares
frac-2neg pow-prod-down clear-num associate-/r* *-commutative div-inv unswap-sqr
Counts
2 → 63
Calls
2 calls:
9.0ms
(* (- y z) (- y t))
9.0ms
(/ x (* (- y z) (- y t)))

series25.0ms

Counts
2 → 6
Calls
2 calls:
6.0ms
(* (- y z) (- y t))
18.0ms
(/ x (* (- y z) (- y t)))

simplify40.0ms

Algorithm
egg-herbie
Counts
69 → 69
Iterations

Useful iterations: 1 (8.0ms)

IterNodesCost
0304403
11399360
25002360

prune87.0ms

Filtered
51 candidates to 69 candidates (-35.3%)
Pruning

4 alts after pruning (3 fresh and 1 done)

PrunedKeptTotal
New66369
Fresh000
Picked011
Done000
Total66470

Merged error: 0b

Counts
70 → 4

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- y z) (- y t))
0.6b
(/ 1 (/ (* (- y z) (- y t)) x))
7.9b
(/ (* (- y z) (- y t)) x)

rewrite32.0ms

Algorithm
rewrite-expression-head
Rules
36×times-frac
31×add-exp-log
29×add-sqr-sqrt
27×*-un-lft-identity
23×add-cube-cbrt
19×add-cbrt-cube
14×div-exp
12×flip3-- flip--
10×associate-/r*
frac-times associate-/l/
cbrt-undiv
pow1 div-inv
associate-*r* associate-*l* prod-exp
associate-*r/ associate-*l/ associate-/l*
rec-exp 1-exp cbrt-unprod add-log-exp
distribute-rgt-in sub-neg frac-2neg distribute-lft-in clear-num distribute-lft-out-- difference-of-squares
pow-flip pow-prod-down associate-/r/ *-commutative inv-pow unswap-sqr
Counts
3 → 119
Calls
3 calls:
9.0ms
(* (- y z) (- y t))
9.0ms
(/ 1 (/ (* (- y z) (- y t)) x))
10.0ms
(/ (* (- y z) (- y t)) x)

series51.0ms

Counts
3 → 9
Calls
3 calls:
6.0ms
(* (- y z) (- y t))
33.0ms
(/ 1 (/ (* (- y z) (- y t)) x))
12.0ms
(/ (* (- y z) (- y t)) x)

simplify68.0ms

Algorithm
egg-herbie
Counts
128 → 128
Iterations

Useful iterations: 2 (57.0ms)

IterNodesCost
0530852
12893748
25001711

prune101.0ms

Filtered
76 candidates to 128 candidates (-68.4%)
Pruning

4 alts after pruning (2 fresh and 2 done)

PrunedKeptTotal
New1280128
Fresh022
Picked011
Done011
Total1284132

Merged error: 0b

Counts
132 → 4

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ x (- y t))
0.0b
(/ 1 (- y z))
2.8b
(* (/ 1 (- y z)) (/ x (- y t)))

rewrite37.0ms

Algorithm
rewrite-expression-head
Rules
86×add-sqr-sqrt
71×*-un-lft-identity
67×times-frac
41×add-cube-cbrt
31×add-exp-log
21×associate-*r* associate-*l*
19×add-cbrt-cube
14×distribute-lft-out-- difference-of-squares
11×div-exp
10×associate-/r*
prod-exp associate-/r/
pow1 cbrt-undiv associate-/l* unswap-sqr
flip3-- flip-- cbrt-unprod div-inv
rec-exp 1-exp add-log-exp
frac-2neg clear-num
frac-times pow-flip associate-*r/ pow-prod-down associate-*l/ *-commutative inv-pow
Counts
3 → 150
Calls
3 calls:
6.0ms
(/ x (- y t))
6.0ms
(/ 1 (- y z))
20.0ms
(* (/ 1 (- y z)) (/ x (- y t)))

series44.0ms

Counts
3 → 9
Calls
3 calls:
7.0ms
(/ x (- y t))
4.0ms
(/ 1 (- y z))
33.0ms
(* (/ 1 (- y z)) (/ x (- y t)))

simplify54.0ms

Algorithm
egg-herbie
Counts
159 → 159
Iterations

Useful iterations: 2 (43.0ms)

IterNodesCost
0522907
12258796
25001756

prune114.0ms

Filtered
98 candidates to 159 candidates (-62.2%)
Pruning

4 alts after pruning (1 fresh and 3 done)

PrunedKeptTotal
New1590159
Fresh011
Picked011
Done022
Total1594163

Merged error: 0b

Counts
163 → 4

localize10.0ms

Local error

Found 4 expressions with local error:

0.0b
(sqrt (- y z))
0.1b
(* (sqrt (- y z)) (- y t))
0.1b
(* (sqrt (- y z)) (* (sqrt (- y z)) (- y t)))
5.2b
(/ x (* (sqrt (- y z)) (* (sqrt (- y z)) (- y t))))

rewrite55.0ms

Algorithm
rewrite-expression-head
Rules
80×sqrt-div
61×flip3-- flip--
60×frac-times
30×associate-*r/
26×associate-/r/
25×add-sqr-sqrt
20×add-exp-log *-un-lft-identity add-cbrt-cube
18×associate-*l/
16×associate-*l* sqrt-prod
12×pow1 add-cube-cbrt
10×distribute-rgt-in distribute-lft-in
prod-exp cbrt-unprod
sub-neg associate-*r*
pow-prod-down distribute-lft-out-- add-log-exp difference-of-squares
cbrt-undiv times-frac div-exp associate-/l*
*-commutative unswap-sqr
rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 clear-num associate-/r* div-inv
Counts
4 → 161
Calls
4 calls:
3.0ms
(sqrt (- y z))
12.0ms
(* (sqrt (- y z)) (- y t))
15.0ms
(* (sqrt (- y z)) (* (sqrt (- y z)) (- y t)))
16.0ms
(/ x (* (sqrt (- y z)) (* (sqrt (- y z)) (- y t))))

series52.0ms

Counts
4 → 12
Calls
4 calls:
9.0ms
(sqrt (- y z))
19.0ms
(* (sqrt (- y z)) (- y t))
7.0ms
(* (sqrt (- y z)) (* (sqrt (- y z)) (- y t)))
18.0ms
(/ x (* (sqrt (- y z)) (* (sqrt (- y z)) (- y t))))

simplify74.0ms

Algorithm
egg-herbie
Counts
173 → 173
Iterations

Useful iterations: 2 (54.0ms)

IterNodesCost
06361581
127341378
250011356

prune156.0ms

Filtered
117 candidates to 173 candidates (-47.9%)
Pruning

4 alts after pruning (0 fresh and 4 done)

PrunedKeptTotal
New1730173
Fresh000
Picked011
Done033
Total1734177

Merged error: 0b

Counts
177 → 4

regimes358.0ms

Accuracy

0% (0.6b remaining)

Error of 0.6b against oracle of 0.0b and baseline of 0.6b

bsearch0.0ms

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0115
1115

end0.0ms

analyze1.0s

Algorithm
search
sampling

Space saved by range analysis: 0.195169%

Space saved by search: 0.865246%

Guaranteed chance to sample good point: 75.015362%

sample519.0ms

Algorithm
intervals
Results
278.0ms8000×body80valid
16.0ms357×body80invalid

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