Details

Time bar (total: 18.5s)

sample205.0ms

Algorithm
intervals
Results
152.0ms528×body80valid

simplify1.5s

Counts
1 → 1
Iterations
IterNodes
done2024
52024
41125
3543
2196
166
028

prune20.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 3.0b

localize56.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* x 18.0) y)
0.2b
(* (* j 27.0) k)
3.1b
(* (* (* x 18.0) y) z)
4.8b
(* (* (* (* x 18.0) y) z) t)

rewrite285.0ms

Algorithm
rewrite-expression-head
Rules
37×pow1 add-cbrt-cube add-exp-log
22×pow-prod-down prod-exp cbrt-unprod
12×associate-*r*
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
associate-*l* *-commutative insert-posit16 add-log-exp
Counts
4 → 85
Calls
4 calls:
15.0ms
(* (* x 18.0) y)
22.0ms
(* (* j 27.0) k)
54.0ms
(* (* (* x 18.0) y) z)
192.0ms
(* (* (* (* x 18.0) y) z) t)

series190.0ms

Counts
4 → 12
Calls
4 calls:
31.0ms
(* (* x 18.0) y)
31.0ms
(* (* j 27.0) k)
47.0ms
(* (* (* x 18.0) y) z)
80.0ms
(* (* (* (* x 18.0) y) z) t)

simplify1.1s

Counts
97 → 97
Iterations
IterNodes
done2006
32006
21402
1370
0141

prune678.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.3b

localize45.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* x 18.0) y)
0.2b
(* 27.0 (* j k))
3.1b
(* (* (* x 18.0) y) z)
4.8b
(* (* (* (* x 18.0) y) z) t)

rewrite218.0ms

Algorithm
rewrite-expression-head
Rules
37×pow1 add-cbrt-cube add-exp-log
22×pow-prod-down prod-exp cbrt-unprod
10×associate-*r*
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
associate-*l*
*-commutative insert-posit16 add-log-exp
Counts
4 → 85
Calls
4 calls:
16.0ms
(* (* x 18.0) y)
14.0ms
(* 27.0 (* j k))
43.0ms
(* (* (* x 18.0) y) z)
144.0ms
(* (* (* (* x 18.0) y) z) t)

series124.0ms

Counts
4 → 12
Calls
4 calls:
22.0ms
(* (* x 18.0) y)
21.0ms
(* 27.0 (* j k))
29.0ms
(* (* (* x 18.0) y) z)
52.0ms
(* (* (* (* x 18.0) y) z) t)

simplify1.4s

Counts
97 → 97
Iterations
IterNodes
done2016
32016
21334
1354
0137

prune668.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.3b

localize52.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sqrt 27.0) (* j k))
0.2b
(* (sqrt 27.0) (* (sqrt 27.0) (* j k)))
3.1b
(* (* (* x 18.0) y) z)
4.8b
(* (* (* (* x 18.0) y) z) t)

rewrite251.0ms

Algorithm
rewrite-expression-head
Rules
41×pow1 add-cbrt-cube add-exp-log
25×pow-prod-down prod-exp cbrt-unprod
14×associate-*l*
10×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
associate-*r*
sqrt-prod
*-commutative insert-posit16 add-log-exp
Counts
4 → 94
Calls
4 calls:
16.0ms
(* (sqrt 27.0) (* j k))
46.0ms
(* (sqrt 27.0) (* (sqrt 27.0) (* j k)))
43.0ms
(* (* (* x 18.0) y) z)
144.0ms
(* (* (* (* x 18.0) y) z) t)

series245.0ms

Counts
4 → 12
Calls
4 calls:
67.0ms
(* (sqrt 27.0) (* j k))
99.0ms
(* (sqrt 27.0) (* (sqrt 27.0) (* j k)))
33.0ms
(* (* (* x 18.0) y) z)
47.0ms
(* (* (* (* x 18.0) y) z) t)

simplify1.2s

Counts
106 → 106
Iterations
IterNodes
done2009
32009
21735
1400
0151

prune846.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.3b

localize46.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* x 18.0) y)
0.5b
(* j (* 27.0 k))
3.1b
(* (* (* x 18.0) y) z)
4.8b
(* (* (* (* x 18.0) y) z) t)

rewrite252.0ms

Algorithm
rewrite-expression-head
Rules
37×pow1 add-cbrt-cube add-exp-log
22×pow-prod-down prod-exp cbrt-unprod
10×associate-*r*
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
associate-*l*
*-commutative insert-posit16 add-log-exp
Counts
4 → 85
Calls
4 calls:
25.0ms
(* (* x 18.0) y)
24.0ms
(* j (* 27.0 k))
50.0ms
(* (* (* x 18.0) y) z)
149.0ms
(* (* (* (* x 18.0) y) z) t)

series139.0ms

Counts
4 → 12
Calls
4 calls:
22.0ms
(* (* x 18.0) y)
35.0ms
(* j (* 27.0 k))
30.0ms
(* (* (* x 18.0) y) z)
52.0ms
(* (* (* (* x 18.0) y) z) t)

simplify1.1s

Counts
97 → 97
Iterations
IterNodes
done2001
32001
21423
1359
0139

prune749.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.3b

regimes1.2s

Accuracy

24.9% (3.4b remaining)

Error of 4.1b against oracle of 0.7b and baseline of 5.2b

bsearch428.0ms

Steps
ItersRangePoint
8
3.901209790529545e-214
3.6045898219622887e-211
1.0466960848960275e-212
8
-1.087910194930425e-145
-4.423976353034381e-149
-6.546212281532558e-146

simplify18.0ms

Iterations
IterNodes
done88
188
058

end0.0ms

sample5.5s

Algorithm
intervals
Results
4.3s16191×body80valid