Details

Time bar (total: 36.4s)

sample219.0ms

Algorithm
intervals
Results
165.0ms581×body80valid

simplify2.8s

Counts
1 → 1
Iterations
IterNodes
64056
51674
4721
3290
296
143
023

prune22.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 12.2b

localize57.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (* x (- (* y z) (* t a))) (* b (- (* c z) (* i a)))) (* j (- (* c t) (* i y))))
4.3b
(* j (- (* c t) (* i y)))
5.3b
(* b (- (* c z) (* i a)))
5.9b
(* x (- (* y z) (* t a)))

rewrite201.0ms

Algorithm
rewrite-expression-head
Rules
34×associate-*r/
19×flip3-- flip--
16×add-sqr-sqrt
12×frac-add
11×sub-neg
10×distribute-rgt-in pow1 *-un-lft-identity distribute-lft-in add-cbrt-cube add-exp-log add-cube-cbrt
associate-*r* associate-*l* add-log-exp
frac-sub
associate-+l+
associate-+r+ associate--l+ insert-posit16
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
sum-log
+-commutative flip3-+ diff-log associate-+l- flip-+
Counts
4 → 111
Calls
4 calls:
97.0ms
(+ (- (* x (- (* y z) (* t a))) (* b (- (* c z) (* i a)))) (* j (- (* c t) (* i y))))
36.0ms
(* j (- (* c t) (* i y)))
22.0ms
(* b (- (* c z) (* i a)))
43.0ms
(* x (- (* y z) (* t a)))

series1.1s

Counts
4 → 12
Calls
4 calls:
815.0ms
(+ (- (* x (- (* y z) (* t a))) (* b (- (* c z) (* i a)))) (* j (- (* c t) (* i y))))
78.0ms
(* j (- (* c t) (* i y)))
76.0ms
(* b (- (* c z) (* i a)))
95.0ms
(* x (- (* y z) (* t a)))

simplify1.8s

Counts
123 → 123
Iterations
IterNodes
24419
1959
0279

prune2.5s

Pruning

20 alts after pruning (20 fresh and 0 done)

Merged error: 5.7b

localize83.0ms

Local error

Found 4 expressions with local error:

2.9b
(* (cbrt x) (- (* y z) (* t a)))
3.2b
(* (* (cbrt x) (cbrt x)) (* (cbrt x) (- (* y z) (* t a))))
4.3b
(* j (- (* c t) (* i y)))
5.3b
(* b (- (* c z) (* i a)))

rewrite183.0ms

Algorithm
rewrite-expression-head
Rules
22×pow1 add-exp-log
19×add-sqr-sqrt
15×add-cbrt-cube
14×distribute-rgt-in distribute-lft-in
13×associate-*l*
11×*-un-lft-identity pow-prod-down prod-exp add-cube-cbrt cbrt-unprod
10×sub-neg associate-*r* associate-*r/
cbrt-prod flip3-- *-commutative insert-posit16 flip-- add-log-exp unswap-sqr
Counts
4 → 112
Calls
4 calls:
44.0ms
(* (cbrt x) (- (* y z) (* t a)))
79.0ms
(* (* (cbrt x) (cbrt x)) (* (cbrt x) (- (* y z) (* t a))))
23.0ms
(* j (- (* c t) (* i y)))
34.0ms
(* b (- (* c z) (* i a)))

series707.0ms

Counts
4 → 12
Calls
4 calls:
396.0ms
(* (cbrt x) (- (* y z) (* t a)))
130.0ms
(* (* (cbrt x) (cbrt x)) (* (cbrt x) (- (* y z) (* t a))))
77.0ms
(* j (- (* c t) (* i y)))
105.0ms
(* b (- (* c z) (* i a)))

simplify3.7s

Counts
124 → 124
Iterations
IterNodes
37919
21948
1591
0213

prune2.9s

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 2.3b

localize100.0ms

Local error

Found 4 expressions with local error:

4.3b
(* j (- (* c t) (* i y)))
5.3b
(* b (- (* c z) (* i a)))
5.3b
(* t (* (- x) a))
6.6b
(* (* x z) y)

rewrite135.0ms

Algorithm
rewrite-expression-head
Rules
18×pow1 add-cbrt-cube add-exp-log
14×add-sqr-sqrt
10×*-un-lft-identity associate-*r* associate-*l* add-cube-cbrt
pow-prod-down prod-exp cbrt-unprod
distribute-rgt-in sub-neg distribute-lft-in associate-*r/ *-commutative insert-posit16 add-log-exp
flip3-- flip-- unswap-sqr
distribute-lft-neg-out distribute-rgt-neg-out
Counts
4 → 89
Calls
4 calls:
25.0ms
(* j (- (* c t) (* i y)))
50.0ms
(* b (- (* c z) (* i a)))
30.0ms
(* t (* (- x) a))
29.0ms
(* (* x z) y)

series257.0ms

Counts
4 → 12
Calls
4 calls:
83.0ms
(* j (- (* c t) (* i y)))
105.0ms
(* b (- (* c z) (* i a)))
31.0ms
(* t (* (- x) a))
38.0ms
(* (* x z) y)

simplify2.5s

Counts
101 → 101
Iterations
IterNodes
36340
21503
1473
0186

prune2.1s

Pruning

18 alts after pruning (18 fresh and 0 done)

Merged error: 1.8b

localize72.0ms

Local error

Found 4 expressions with local error:

4.3b
(* j (- (* c t) (* i y)))
4.4b
(* (* t (- x)) a)
5.3b
(* b (- (* c z) (* i a)))
6.6b
(* (* x z) y)

rewrite145.0ms

Algorithm
rewrite-expression-head
Rules
18×pow1 add-cbrt-cube add-exp-log
14×add-sqr-sqrt
12×associate-*r*
10×*-un-lft-identity add-cube-cbrt
associate-*l* pow-prod-down prod-exp cbrt-unprod
distribute-rgt-in sub-neg distribute-lft-in associate-*r/ *-commutative insert-posit16 add-log-exp
flip3-- flip-- unswap-sqr
distribute-lft-neg-out distribute-rgt-neg-out
Counts
4 → 89
Calls
4 calls:
48.0ms
(* j (- (* c t) (* i y)))
33.0ms
(* (* t (- x)) a)
23.0ms
(* b (- (* c z) (* i a)))
39.0ms
(* (* x z) y)

series291.0ms

Counts
4 → 12
Calls
4 calls:
74.0ms
(* j (- (* c t) (* i y)))
47.0ms
(* (* t (- x)) a)
121.0ms
(* b (- (* c z) (* i a)))
49.0ms
(* (* x z) y)

simplify3.4s

Counts
101 → 101
Iterations
IterNodes
36087
21493
1485
0188

prune2.0s

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 1.8b

regimes1.8s

Accuracy

1.8% (10.0b remaining)

Error of 12.1b against oracle of 2.1b and baseline of 12.3b

bsearch515.0ms

Steps
ItersRangePoint
10
9.452318793538091e+76
4.656235029794866e+92
6.1461289401070375e+84
9
-6.550840346437757e+56
-4.0712278562526904e+51
-4.362372949169464e+56

simplify16.0ms

Iterations
IterNodes
475
375
271
163
041

end0.0ms

sample6.8s

Algorithm
intervals
Results
5.3s19255×body80valid