Details

Time bar (total: 24.8s)

sample213.0ms

Algorithm
intervals
Results
164.0ms586×body80valid

simplify2.4s

Counts
1 → 1
Iterations
IterNodes
done5002
52174
4771
3290
296
143
023

prune12.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 9.3b

localize84.0ms

Local error

Found 4 expressions with local error:

0.3b
(- (* y z) (* t a))
3.3b
(* j (- (* c t) (* i y)))
4.9b
(* b (- (* c z) (* i a)))
4.9b
(* x (- (* y z) (* t a)))

rewrite120.0ms

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:
14.0ms
(- (* y z) (* t a))
41.0ms
(* j (- (* c t) (* i y)))
34.0ms
(* b (- (* c z) (* i a)))
30.0ms
(* x (- (* y z) (* t a)))

series405.0ms

Counts
4 → 12
Calls
4 calls:
56.0ms
(- (* y z) (* t a))
105.0ms
(* j (- (* c t) (* i y)))
130.0ms
(* b (- (* c z) (* i a)))
114.0ms
(* x (- (* y z) (* t a)))

simplify1.4s

Counts
100 → 100
Iterations
IterNodes
done5000
21522
1457
0170

prune1.1s

Pruning

18 alts after pruning (18 fresh and 0 done)

Merged error: 6.8b

localize68.0ms

Local error

Found 4 expressions with local error:

3.3b
(* j (- (* c t) (* i y)))
4.9b
(* x (- (* y z) (* t a)))
5.8b
(* (* c z) b)
5.9b
(* (- (* i a)) b)

rewrite97.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
15×pow1 add-cbrt-cube add-exp-log
13×associate-*l*
12×associate-*r*
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-out distribute-lft-neg-in neg-mul-1 distribute-rgt-neg-in
Counts
4 → 92
Calls
4 calls:
23.0ms
(* j (- (* c t) (* i y)))
31.0ms
(* x (- (* y z) (* t a)))
24.0ms
(* (* c z) b)
18.0ms
(* (- (* i a)) b)

series349.0ms

Counts
4 → 12
Calls
4 calls:
131.0ms
(* j (- (* c t) (* i y)))
131.0ms
(* x (- (* y z) (* t a)))
42.0ms
(* (* c z) b)
44.0ms
(* (- (* i a)) b)

simplify1.4s

Counts
104 → 104
Iterations
IterNodes
done5000
21720
1477
0179

prune1.3s

Pruning

17 alts after pruning (17 fresh and 0 done)

Merged error: 5.2b

localize65.0ms

Local error

Found 4 expressions with local error:

3.3b
(* j (- (* c t) (* i y)))
4.8b
(* (- i) (* a b))
4.9b
(* x (- (* y z) (* t a)))
5.8b
(* (* c z) b)

rewrite111.0ms

Algorithm
rewrite-expression-head
Rules
18×pow1 add-cbrt-cube add-exp-log
17×associate-*l*
16×add-sqr-sqrt
12×*-un-lft-identity add-cube-cbrt
10×associate-*r*
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
distribute-lft-neg-out neg-mul-1
Counts
4 → 96
Calls
4 calls:
24.0ms
(* j (- (* c t) (* i y)))
24.0ms
(* (- i) (* a b))
31.0ms
(* x (- (* y z) (* t a)))
30.0ms
(* (* c z) b)

series429.0ms

Counts
4 → 12
Calls
4 calls:
150.0ms
(* j (- (* c t) (* i y)))
107.0ms
(* (- i) (* a b))
120.0ms
(* x (- (* y z) (* t a)))
51.0ms
(* (* c z) b)

simplify1.6s

Counts
108 → 108
Iterations
IterNodes
done5001
21839
1515
0191

prune1.0s

Pruning

18 alts after pruning (18 fresh and 0 done)

Merged error: 4.1b

localize66.0ms

Local error

Found 4 expressions with local error:

3.3b
(* j (- (* c t) (* i y)))
4.7b
(* z (* b c))
4.8b
(* (- i) (* a b))
4.9b
(* x (- (* y z) (* t a)))

rewrite100.0ms

Algorithm
rewrite-expression-head
Rules
19×associate-*l*
18×pow1 add-cbrt-cube add-exp-log
16×add-sqr-sqrt
12×*-un-lft-identity add-cube-cbrt
associate-*r* 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
distribute-lft-neg-out neg-mul-1
Counts
4 → 96
Calls
4 calls:
23.0ms
(* j (- (* c t) (* i y)))
14.0ms
(* z (* b c))
17.0ms
(* (- i) (* a b))
44.0ms
(* x (- (* y z) (* t a)))

series266.0ms

Counts
4 → 12
Calls
4 calls:
101.0ms
(* j (- (* c t) (* i y)))
42.0ms
(* z (* b c))
38.0ms
(* (- i) (* a b))
85.0ms
(* x (- (* y z) (* t a)))

simplify1.6s

Counts
108 → 108
Iterations
IterNodes
done5001
21716
1503
0187

prune946.0ms

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 3.8b

regimes2.2s

Accuracy

18.9% (5.1b remaining)

Error of 10.8b against oracle of 5.7b and baseline of 12.0b

bsearch263.0ms

Steps
ItersRangePoint
8
-6.399157836746644e+128
-4.191542074081827e+125
-1.0730045135916517e+126

simplify57.0ms

Iterations
IterNodes
done85
385
279
169
042

end0.0ms

sample7.1s

Algorithm
intervals
Results
5.2s18880×body80valid