Details

Time bar (total: 22.2s)

sample137.0ms

Algorithm
intervals
Results
82.0ms599×body80valid

simplify2.6s

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

localize58.0ms

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)))

rewrite89.0ms

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:
8.0ms
(- (* y z) (* t a))
27.0ms
(* b (- (* c z) (* i a)))
21.0ms
(* j (- (* c t) (* i y)))
32.0ms
(* x (- (* y z) (* t a)))

series311.0ms

Counts
4 → 12
Calls
4 calls:
45.0ms
(- (* y z) (* t a))
104.0ms
(* b (- (* c z) (* i a)))
88.0ms
(* j (- (* c t) (* i y)))
75.0ms
(* x (- (* y z) (* t a)))

simplify1.3s

Counts
96 → 96
Iterations
IterNodes
done5001
21438
1457
0166

prune1.0s

Pruning

24 alts after pruning (24 fresh and 0 done)

Merged error: 8.8b

localize42.0ms

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))

rewrite70.0ms

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:
20.0ms
(* b (- (* c z) (* i a)))
20.0ms
(* j (- (* c t) (* i y)))
9.0ms
(* x (- (* t a)))
19.0ms
(* x (* y z))

series208.0ms

Counts
4 → 12
Calls
4 calls:
74.0ms
(* b (- (* c z) (* i a)))
74.0ms
(* j (- (* c t) (* i y)))
30.0ms
(* x (- (* t a)))
30.0ms
(* x (* y z))

simplify1.6s

Counts
100 → 100
Iterations
IterNodes
done5000
21564
1470
0174

prune1.1s

Pruning

21 alts after pruning (21 fresh and 0 done)

Merged error: 5.3b

localize67.0ms

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)

rewrite90.0ms

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:
26.0ms
(* b (- (* c z) (* i a)))
30.0ms
(* j (- (* c t) (* i y)))
13.0ms
(* x (- (* t a)))
20.0ms
(* (* x y) z)

series263.0ms

Counts
4 → 12
Calls
4 calls:
93.0ms
(* b (- (* c z) (* i a)))
101.0ms
(* j (- (* c t) (* i y)))
35.0ms
(* x (- (* t a)))
33.0ms
(* (* x y) z)

simplify1.2s

Counts
100 → 100
Iterations
IterNodes
done5001
21591
1477
0178

prune1.1s

Pruning

23 alts after pruning (23 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)))
5.0b
(* (* 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)))
30.0ms
(* j (- (* c t) (* i y)))
25.0ms
(* (* x (- t)) a)
16.0ms
(* (* x y) z)

series212.0ms

Counts
4 → 12
Calls
4 calls:
71.0ms
(* b (- (* c z) (* i a)))
80.0ms
(* j (- (* c t) (* i y)))
32.0ms
(* (* x (- t)) a)
29.0ms
(* (* x y) z)

simplify1.3s

Counts
97 → 97
Iterations
IterNodes
done5001
21667
1499
0181

prune912.0ms

Pruning

22 alts after pruning (22 fresh and 0 done)

Merged error: 4.9b

regimes3.1s

Accuracy

44.1% (4.1b remaining)

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

bsearch289.0ms

Steps
ItersRangePoint
6
7.892450873194202e-96
3.8221044287111394e-95
2.967077761808358e-95
7
-1.1822664460411437e-101
-7.935251438787805e-104
-6.152794873699225e-102

simplify20.0ms

Iterations
IterNodes
done98
398
294
181
051

end0.0ms

sample4.8s

Algorithm
intervals
Results
3.5s19112×body80valid