Details

Time bar (total: 11.6s)

analyze1.4s

Algorithm
search

sample37.0ms

Algorithm
intervals
Results
16.0ms256×body80valid
4.0ms96×body80invalid

simplify80.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

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

prune5.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 5.5b

Counts
2 → 1

localize13.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* x 2.0) (* (* (* y 9.0) z) t))
0.2b
(* (* y 9.0) z)
1.2b
(* (* a 27.0) b)
7.3b
(* (* (* y 9.0) z) t)

rewrite21.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-exp-log add-cbrt-cube
12×pow-prod-down prod-exp cbrt-unprod
associate-*r*
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
add-log-exp
associate-*l* *-commutative
sub-neg flip3-- diff-log flip--
Counts
4 → 69
Calls
4 calls:
3.0ms
(- (* x 2.0) (* (* (* y 9.0) z) t))
5.0ms
(* (* y 9.0) z)
4.0ms
(* (* a 27.0) b)
6.0ms
(* (* (* y 9.0) z) t)

series38.0ms

Counts
4 → 12
Calls
4 calls:
24.0ms
(- (* x 2.0) (* (* (* y 9.0) z) t))
4.0ms
(* (* y 9.0) z)
4.0ms
(* (* a 27.0) b)
7.0ms
(* (* (* y 9.0) z) t)

simplify59.0ms

Algorithm
egg-herbie
Counts
81 → 81
Iterations

Useful iterations: 1 (12.0ms)

IterNodesCost
0348371
11755309
25001309

prune131.0ms

Filtered
48 candidates to 81 candidates (-68.8%)
Pruning

8 alts after pruning (8 fresh and 0 done)

PrunedKeptTotal
New73881
Fresh000
Picked101
Done000
Total74882

Merged error: 0.5b

Counts
82 → 8

localize12.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* (* a 27.0) b))
0.0b
(- (* x 2.0) (* (* y 9.0) (* z t)))
1.2b
(* (* a 27.0) b)
5.7b
(* (* y 9.0) (* z t))

rewrite24.0ms

Algorithm
rewrite-expression-head
Rules
21×pow1 add-exp-log add-cbrt-cube
11×pow-prod-down prod-exp cbrt-unprod add-log-exp
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*r*
sub-neg associate-+l+ diff-log associate-*l* sum-log *-commutative
+-commutative associate-+l- flip3-- flip3-+ flip-- flip-+
Counts
4 → 67
Calls
4 calls:
6.0ms
(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* (* a 27.0) b))
3.0ms
(- (* x 2.0) (* (* y 9.0) (* z t)))
4.0ms
(* (* a 27.0) b)
6.0ms
(* (* y 9.0) (* z t))

series59.0ms

Counts
4 → 12
Calls
4 calls:
35.0ms
(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* (* a 27.0) b))
14.0ms
(- (* x 2.0) (* (* y 9.0) (* z t)))
3.0ms
(* (* a 27.0) b)
6.0ms
(* (* y 9.0) (* z t))

simplify57.0ms

Algorithm
egg-herbie
Counts
79 → 79
Iterations

Useful iterations: 1 (10.0ms)

IterNodesCost
0385495
11778438
25002438

prune112.0ms

Filtered
48 candidates to 79 candidates (-64.6%)
Pruning

8 alts after pruning (8 fresh and 0 done)

PrunedKeptTotal
New75479
Fresh347
Picked101
Done000
Total79887

Merged error: 0.0b

Counts
87 → 8

localize16.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (pow (* 27.0 (* a b)) 1))
0.0b
(- (* x 2.0) (* (* y 9.0) (* z t)))
0.2b
(* 27.0 (* a b))
5.7b
(* (* y 9.0) (* z t))

rewrite22.0ms

Algorithm
rewrite-expression-head
Rules
21×pow1 add-exp-log add-cbrt-cube
11×pow-prod-down prod-exp cbrt-unprod add-log-exp
*-un-lft-identity
add-sqr-sqrt add-cube-cbrt
associate-*l*
sub-neg associate-+l+ diff-log associate-*r* sum-log *-commutative
+-commutative associate-+l- flip3-- flip3-+ flip-- flip-+ distribute-lft-out
Counts
4 → 68
Calls
4 calls:
7.0ms
(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (pow (* 27.0 (* a b)) 1))
3.0ms
(- (* x 2.0) (* (* y 9.0) (* z t)))
4.0ms
(* 27.0 (* a b))
6.0ms
(* (* y 9.0) (* z t))

series60.0ms

Counts
4 → 12
Calls
4 calls:
37.0ms
(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (pow (* 27.0 (* a b)) 1))
14.0ms
(- (* x 2.0) (* (* y 9.0) (* z t)))
3.0ms
(* 27.0 (* a b))
6.0ms
(* (* y 9.0) (* z t))

simplify52.0ms

Algorithm
egg-herbie
Counts
80 → 80
Iterations

Useful iterations: 2 (45.0ms)

IterNodesCost
0378516
11592454
25002451

prune318.0ms

Filtered
49 candidates to 80 candidates (-63.3%)
Pruning

9 alts after pruning (8 fresh and 1 done)

PrunedKeptTotal
New79180
Fresh077
Picked011
Done000
Total79988

Merged error: 0.0b

Counts
88 → 9

localize13.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* a (* 27.0 b)))
0.0b
(- (* x 2.0) (* (* y 9.0) (* z t)))
0.5b
(* a (* 27.0 b))
5.7b
(* (* y 9.0) (* z t))

rewrite21.0ms

Algorithm
rewrite-expression-head
Rules
21×pow1 add-exp-log add-cbrt-cube
11×pow-prod-down prod-exp cbrt-unprod add-log-exp
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*l*
sub-neg associate-+l+ diff-log associate-*r* sum-log *-commutative
+-commutative associate-+l- flip3-- flip3-+ flip-- flip-+
Counts
4 → 67
Calls
4 calls:
6.0ms
(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* a (* 27.0 b)))
3.0ms
(- (* x 2.0) (* (* y 9.0) (* z t)))
4.0ms
(* a (* 27.0 b))
6.0ms
(* (* y 9.0) (* z t))

series62.0ms

Counts
4 → 12
Calls
4 calls:
37.0ms
(+ (- (* x 2.0) (* (* y 9.0) (* z t))) (* a (* 27.0 b)))
14.0ms
(- (* x 2.0) (* (* y 9.0) (* z t)))
3.0ms
(* a (* 27.0 b))
7.0ms
(* (* y 9.0) (* z t))

simplify53.0ms

Algorithm
egg-herbie
Counts
79 → 79
Iterations

Useful iterations: 1 (10.0ms)

IterNodesCost
0376494
11624437
25002437

prune76.0ms

Filtered
49 candidates to 79 candidates (-61.2%)
Pruning

9 alts after pruning (7 fresh and 2 done)

PrunedKeptTotal
New79079
Fresh077
Picked011
Done011
Total79988

Merged error: 0.0b

Counts
88 → 9

regimes1.7s

Accuracy

81.4% (0.6b remaining)

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

bsearch4.9s

Steps
ItersRangePoint
9
0.019082197718293684
2274646.4186884305
5.309976059602536
10
-1.0253943626877346e-34
-2.4988220342554115e-46
-1.2739809538736303e-40

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
05625
15625

end0.0ms

analyze1.4s

Algorithm
search

sample891.0ms

Algorithm
intervals
Results
389.0ms8000×body80valid
152.0ms3067×body80invalid

Profiling

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