Details

Time bar (total: 24.3s)

sample116.0ms

Algorithm
intervals
Results
64.0ms599×body80valid

simplify2.9s

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: 12.8b

localize46.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* y z) (* t a))
4.4b
(* b (- (* c z) (* i a)))
4.8b
(* j (- (* c t) (* i y)))
7.6b
(* x (- (* y z) (* t a)))

rewrite106.0ms

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-- flip--
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
diff-log
Counts
4 → 84
Calls
4 calls:
6.0ms
(- (* y z) (* t a))
33.0ms
(* b (- (* c z) (* i a)))
29.0ms
(* j (- (* c t) (* i y)))
36.0ms
(* x (- (* y z) (* t a)))

series364.0ms

Counts
4 → 12
Calls
4 calls:
50.0ms
(- (* y z) (* t a))
97.0ms
(* b (- (* c z) (* i a)))
109.0ms
(* j (- (* c t) (* i y)))
107.0ms
(* x (- (* y z) (* t a)))

simplify1.4s

Counts
96 → 96
Iterations
IterNodes
done5001
21438
1457
0166

prune1.2s

Pruning

24 alts after pruning (24 fresh and 0 done)

Merged error: 8.8b

localize62.0ms

Local error

Found 4 expressions with local error:

4.4b
(* b (- (* c z) (* i a)))
4.8b
(* j (- (* c t) (* i y)))
5.9b
(* x (- (* t a)))
8.0b
(* x (* y z))

rewrite89.0ms

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 add-log-exp
unswap-sqr
flip3-- flip--
distribute-lft-neg-in neg-mul-1 distribute-rgt-neg-in distribute-rgt-neg-out
Counts
4 → 88
Calls
4 calls:
22.0ms
(* b (- (* c z) (* i a)))
34.0ms
(* j (- (* c t) (* i y)))
17.0ms
(* x (- (* t a)))
14.0ms
(* x (* y z))

series325.0ms

Counts
4 → 12
Calls
4 calls:
126.0ms
(* b (- (* c z) (* i a)))
108.0ms
(* j (- (* c t) (* i y)))
50.0ms
(* x (- (* t a)))
40.0ms
(* x (* y z))

simplify1.4s

Counts
100 → 100
Iterations
IterNodes
done5000
21564
1470
0174

prune1.3s

Pruning

21 alts after pruning (21 fresh and 0 done)

Merged error: 5.3b

localize75.0ms

Local error

Found 4 expressions with local error:

4.4b
(* b (- (* c z) (* i a)))
4.8b
(* j (- (* c t) (* i y)))
5.9b
(* x (- (* t a)))
6.1b
(* (* x y) z)

rewrite87.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
15×pow1 add-cbrt-cube associate-*r* add-exp-log
11×*-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 add-log-exp
unswap-sqr
flip3-- flip--
distribute-lft-neg-in neg-mul-1 distribute-rgt-neg-in distribute-rgt-neg-out
Counts
4 → 88
Calls
4 calls:
35.0ms
(* b (- (* c z) (* i a)))
24.0ms
(* j (- (* c t) (* i y)))
9.0ms
(* x (- (* t a)))
16.0ms
(* (* x y) z)

series220.0ms

Counts
4 → 12
Calls
4 calls:
86.0ms
(* b (- (* c z) (* i a)))
76.0ms
(* j (- (* c t) (* i y)))
30.0ms
(* x (- (* t a)))
28.0ms
(* (* x y) z)

simplify1.3s

Counts
100 → 100
Iterations
IterNodes
done5001
21591
1477
0178

prune1.2s

Pruning

23 alts after pruning (23 fresh and 0 done)

Merged error: 5.3b

localize71.0ms

Local error

Found 4 expressions with local error:

4.4b
(* b (- (* c z) (* i a)))
4.8b
(* j (- (* c t) (* i y)))
5.0b
(* (* x (- t)) a)
6.1b
(* (* x y) z)

rewrite93.0ms

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 add-log-exp
flip3-- flip-- unswap-sqr
distribute-lft-neg-out distribute-rgt-neg-out
Counts
4 → 85
Calls
4 calls:
20.0ms
(* b (- (* c z) (* i a)))
36.0ms
(* j (- (* c t) (* i y)))
21.0ms
(* (* x (- t)) a)
14.0ms
(* (* x y) z)

series265.0ms

Counts
4 → 12
Calls
4 calls:
107.0ms
(* b (- (* c z) (* i a)))
87.0ms
(* j (- (* c t) (* i y)))
44.0ms
(* (* x (- t)) a)
27.0ms
(* (* x y) z)

simplify1.5s

Counts
97 → 97
Iterations
IterNodes
done5001
21667
1499
0181

prune1.0s

Pruning

22 alts after pruning (22 fresh and 0 done)

Merged error: 4.9b

regimes3.5s

Accuracy

43.9% (4.1b remaining)

Error of 9.7b against oracle of 5.5b and baseline of 12.9b

bsearch308.0ms

Steps
ItersRangePoint
6
7.892450873194202e-96
3.8221044287111394e-95
1.7187646717884568e-95
9
-3.627292898411585e-105
-2.356429985169043e-111
-6.286750620086474e-106

simplify64.0ms

Iterations
IterNodes
done100
3100
296
183
052

end0.0ms

sample5.3s

Algorithm
intervals
Results
3.8s19112×body80valid