Details

Time bar (total: 11.4s)

analyze1.4s

Algorithm
search

sample36.0ms

Algorithm
intervals
Results
13.0ms256×body80valid
5.0ms99×body80invalid

simplify82.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0348
1838
22208
33848
44558
55638
65868
76778
89028
913228
1013228

prune6.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 3.4b

Counts
2 → 1

localize14.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
0.2b
(* (* a 27.0) b)
0.2b
(* (* y 9.0) z)
5.3b
(* (* (* y 9.0) z) t)

rewrite27.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-exp-log add-cbrt-cube
12×pow-prod-down prod-exp cbrt-unprod
associate-*r* add-log-exp
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*l* *-commutative
associate-+l+ sum-log
+-commutative associate-+l- sub-neg flip3-+ diff-log flip-+
Counts
4 → 72
Calls
4 calls:
6.0ms
(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
5.0ms
(* (* a 27.0) b)
5.0ms
(* (* y 9.0) z)
9.0ms
(* (* (* y 9.0) z) t)

series49.0ms

Counts
4 → 12
Calls
4 calls:
35.0ms
(+ (- (* x 2.0) (* (* (* y 9.0) z) t)) (* (* a 27.0) b))
3.0ms
(* (* a 27.0) b)
3.0ms
(* (* y 9.0) z)
6.0ms
(* (* (* y 9.0) z) t)

simplify60.0ms

Algorithm
egg-herbie
Counts
84 → 84
Iterations

Useful iterations: 1 (12.0ms)

IterNodesCost
0370455
11919383
25001383

prune150.0ms

Filtered
49 candidates to 84 candidates (-71.4%)
Pruning

11 alts after pruning (11 fresh and 0 done)

PrunedKeptTotal
New731184
Fresh000
Picked101
Done000
Total741185

Merged error: 0.0b

Counts
85 → 11

localize12.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* x 2.0) (* (* y (* 9.0 z)) t))
0.2b
(* (* a 27.0) b)
0.3b
(* y (* 9.0 z))
5.3b
(* (* y (* 9.0 z)) t)

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-exp-log add-cbrt-cube
12×pow-prod-down prod-exp cbrt-unprod
add-sqr-sqrt add-cube-cbrt *-un-lft-identity associate-*r*
add-log-exp
associate-*l*
*-commutative
sub-neg flip3-- diff-log flip--
Counts
4 → 69
Calls
4 calls:
5.0ms
(- (* x 2.0) (* (* y (* 9.0 z)) t))
5.0ms
(* (* a 27.0) b)
5.0ms
(* y (* 9.0 z))
7.0ms
(* (* y (* 9.0 z)) t)

series28.0ms

Counts
4 → 12
Calls
4 calls:
14.0ms
(- (* x 2.0) (* (* y (* 9.0 z)) t))
3.0ms
(* (* a 27.0) b)
3.0ms
(* y (* 9.0 z))
7.0ms
(* (* y (* 9.0 z)) t)

simplify60.0ms

Algorithm
egg-herbie
Counts
81 → 81
Iterations

Useful iterations: 1 (12.0ms)

IterNodesCost
0345371
11692309
25002309

prune119.0ms

Filtered
47 candidates to 81 candidates (-72.3%)
Pruning

8 alts after pruning (8 fresh and 0 done)

PrunedKeptTotal
New79281
Fresh4610
Picked101
Done000
Total84892

Merged error: 0.0b

Counts
92 → 8

localize13.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* x 2.0) (- (* 27.0 (* a b)) (* (* (* y 9.0) z) t)))
0.2b
(* (* y 9.0) z)
0.3b
(* 27.0 (* a b))
5.3b
(* (* (* y 9.0) z) t)

rewrite24.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-exp-log add-cbrt-cube
12×pow-prod-down prod-exp cbrt-unprod
add-log-exp
add-sqr-sqrt add-cube-cbrt *-un-lft-identity associate-*r*
associate-*l*
*-commutative
associate-+r+ sum-log
+-commutative associate-+r- sub-neg flip3-+ diff-log flip-+
Counts
4 → 72
Calls
4 calls:
6.0ms
(+ (* x 2.0) (- (* 27.0 (* a b)) (* (* (* y 9.0) z) t)))
5.0ms
(* (* y 9.0) z)
4.0ms
(* 27.0 (* a b))
7.0ms
(* (* (* y 9.0) z) t)

series50.0ms

Counts
4 → 12
Calls
4 calls:
34.0ms
(+ (* x 2.0) (- (* 27.0 (* a b)) (* (* (* y 9.0) z) t)))
3.0ms
(* (* y 9.0) z)
5.0ms
(* 27.0 (* a b))
6.0ms
(* (* (* y 9.0) z) t)

simplify50.0ms

Algorithm
egg-herbie
Counts
84 → 84
Iterations

Useful iterations: 1 (11.0ms)

IterNodesCost
0362447
11618372
25001372

prune119.0ms

Filtered
48 candidates to 84 candidates (-75.0%)
Pruning

8 alts after pruning (8 fresh and 0 done)

PrunedKeptTotal
New81384
Fresh257
Picked101
Done000
Total84892

Merged error: 0.0b

Counts
92 → 8

localize13.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (* 2.0 x) (* 9.0 (* t (* z y)))) (* (* a 27.0) b))
0.2b
(* (* a 27.0) b)
0.3b
(* 9.0 (* t (* z y)))
5.2b
(* t (* z y))

rewrite25.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-exp-log add-cbrt-cube
12×pow-prod-down prod-exp cbrt-unprod
add-log-exp
add-sqr-sqrt add-cube-cbrt *-un-lft-identity associate-*l*
associate-*r*
*-commutative
associate-+l+ sum-log
+-commutative associate-+l- sub-neg flip3-+ diff-log flip-+
Counts
4 → 72
Calls
4 calls:
6.0ms
(+ (- (* 2.0 x) (* 9.0 (* t (* z y)))) (* (* a 27.0) b))
5.0ms
(* (* a 27.0) b)
6.0ms
(* 9.0 (* t (* z y)))
5.0ms
(* t (* z y))

series50.0ms

Counts
4 → 12
Calls
4 calls:
34.0ms
(+ (- (* 2.0 x) (* 9.0 (* t (* z y)))) (* (* a 27.0) b))
3.0ms
(* (* a 27.0) b)
7.0ms
(* 9.0 (* t (* z y)))
6.0ms
(* t (* z y))

simplify50.0ms

Algorithm
egg-herbie
Counts
84 → 84
Iterations

Useful iterations: 1 (10.0ms)

IterNodesCost
0344451
11556379
25001379

prune76.0ms

Filtered
50 candidates to 84 candidates (-68.0%)
Pruning

9 alts after pruning (8 fresh and 1 done)

PrunedKeptTotal
New83184
Fresh077
Picked011
Done000
Total83992

Merged error: 0.0b

Counts
92 → 9

regimes1.8s

Accuracy

79.7% (0.7b remaining)

Error of 0.7b against oracle of 0.0b and baseline of 3.4b

bsearch4.4s

Steps
ItersRangePoint
8
3.387415608048603e-97
1.1274000366726515e-92
8.33224234932768e-96
9
-3.232577633983483e-28
-3.6780307646742783e-34
-3.0384098547149276e-28

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
05527
15527

end0.0ms

analyze1.6s

Algorithm
search

sample924.0ms

Algorithm
intervals
Results
402.0ms8000×body80valid
159.0ms3132×body80invalid

Profiling

Loading profile data...