Details

Time bar (total: 23.6s)

sample115.0ms

Algorithm
intervals
Results
72.0ms582×body80valid

simplify2.5s

Counts
1 → 1
Iterations
IterNodes
done5001
51898
4721
3290
296
143
023

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 13.1b

localize44.0ms

Local error

Found 4 expressions with local error:

0.3b
(- (* y z) (* t a))
5.4b
(* x (- (* y z) (* t a)))
5.5b
(* j (- (* c t) (* i y)))
5.6b
(* b (- (* c z) (* i a)))

rewrite121.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt
10×pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt
associate-*r* associate-*l*
sub-neg
distribute-rgt-in distribute-lft-in associate-*r/ add-log-exp
flip3-- insert-posit16 flip--
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
diff-log
Counts
4 → 88
Calls
4 calls:
8.0ms
(- (* y z) (* t a))
31.0ms
(* x (- (* y z) (* t a)))
47.0ms
(* j (- (* c t) (* i y)))
33.0ms
(* b (- (* c z) (* i a)))

series668.0ms

Counts
4 → 12
Calls
4 calls:
44.0ms
(- (* y z) (* t a))
418.0ms
(* x (- (* y z) (* t a)))
123.0ms
(* j (- (* c t) (* i y)))
84.0ms
(* b (- (* c z) (* i a)))

simplify1.3s

Counts
100 → 100
Iterations
IterNodes
done5002
21409
1457
0170

prune1.1s

Pruning

22 alts after pruning (22 fresh and 0 done)

Merged error: 9.3b

localize55.0ms

Local error

Found 4 expressions with local error:

2.4b
(* (* (cbrt b) (cbrt b)) (* (cbrt b) (- (* c z) (* i a))))
3.5b
(* (cbrt b) (- (* c z) (* i a)))
5.4b
(* x (- (* y z) (* t a)))
5.5b
(* j (- (* c t) (* i y)))

rewrite151.0ms

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:
67.0ms
(* (* (cbrt b) (cbrt b)) (* (cbrt b) (- (* c z) (* i a))))
28.0ms
(* (cbrt b) (- (* c z) (* i a)))
27.0ms
(* x (- (* y z) (* t a)))
27.0ms
(* j (- (* c t) (* i y)))

series554.0ms

Counts
4 → 12
Calls
4 calls:
106.0ms
(* (* (cbrt b) (cbrt b)) (* (cbrt b) (- (* c z) (* i a))))
291.0ms
(* (cbrt b) (- (* c z) (* i a)))
77.0ms
(* x (- (* y z) (* t a)))
80.0ms
(* j (- (* c t) (* i y)))

simplify1.5s

Counts
124 → 124
Iterations
IterNodes
done5002
22127
1619
0214

prune1.1s

Pruning

22 alts after pruning (22 fresh and 0 done)

Merged error: 5.9b

localize63.0ms

Local error

Found 4 expressions with local error:

3.3b
(* c (* z b))
5.2b
(* a (- (* i b)))
5.4b
(* x (- (* y z) (* t a)))
5.5b
(* j (- (* c t) (* i y)))

rewrite131.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
15×pow1 add-cbrt-cube add-exp-log
13×associate-*r*
12×associate-*l*
11×*-un-lft-identity 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
unswap-sqr
flip3-- flip--
distribute-lft-neg-in neg-mul-1 distribute-rgt-neg-in distribute-rgt-neg-out
Counts
4 → 92
Calls
4 calls:
27.0ms
(* c (* z b))
16.0ms
(* a (- (* i b)))
39.0ms
(* x (- (* y z) (* t a)))
45.0ms
(* j (- (* c t) (* i y)))

series270.0ms

Counts
4 → 12
Calls
4 calls:
41.0ms
(* c (* z b))
52.0ms
(* a (- (* i b)))
73.0ms
(* x (- (* y z) (* t a)))
105.0ms
(* j (- (* c t) (* i y)))

simplify1.4s

Counts
104 → 104
Iterations
IterNodes
done5000
21571
1477
0182

prune961.0ms

Pruning

22 alts after pruning (22 fresh and 0 done)

Merged error: 5.6b

localize51.0ms

Local error

Found 4 expressions with local error:

3.3b
(* c (* z b))
4.7b
(* (* a b) (- i))
5.4b
(* x (- (* y z) (* t a)))
5.5b
(* j (- (* c t) (* i y)))

rewrite153.0ms

Algorithm
rewrite-expression-head
Rules
18×pow1 add-cbrt-cube add-exp-log
17×associate-*r*
16×add-sqr-sqrt
12×*-un-lft-identity add-cube-cbrt
10×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
distribute-lft-neg-in distribute-rgt-neg-in
flip3-- flip-- unswap-sqr
neg-mul-1 distribute-rgt-neg-out
Counts
4 → 96
Calls
4 calls:
21.0ms
(* c (* z b))
38.0ms
(* (* a b) (- i))
50.0ms
(* x (- (* y z) (* t a)))
42.0ms
(* j (- (* c t) (* i y)))

series252.0ms

Counts
4 → 12
Calls
4 calls:
28.0ms
(* c (* z b))
47.0ms
(* (* a b) (- i))
80.0ms
(* x (- (* y z) (* t a)))
97.0ms
(* j (- (* c t) (* i y)))

simplify1.6s

Counts
108 → 108
Iterations
IterNodes
done5003
21768
1537
0195

prune967.0ms

Pruning

21 alts after pruning (21 fresh and 0 done)

Merged error: 5.6b

regimes2.9s

Accuracy

39.6% (4.3b remaining)

Error of 9.1b against oracle of 4.7b and baseline of 11.9b

bsearch364.0ms

Steps
ItersRangePoint
6
8.570324564924897e+85
3.863096928723766e+86
1.205607812754414e+86
8
-1.3818332423819878e+76
-4.65234457101725e+72
-1.7988923798283882e+75

simplify17.0ms

Iterations
IterNodes
done80
380
273
169
045

end0.0ms

sample5.2s

Algorithm
intervals
Results
4.1s19020×body80valid