Details

Time bar (total: 23.1s)

sample173.0ms

Algorithm
intervals
Results
89.0ms486×body80valid

simplify2.3s

Counts
1 → 1
Iterations
IterNodes
done5001
41710
3614
2201
166
028

prune29.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 3.6b

localize62.0ms

Local error

Found 4 expressions with local error:

0.2b
(* x (* z 18.0))
0.2b
(* j (* k 27.0))
3.4b
(* (- (* y (* x (* z 18.0))) (* a 4.0)) t)
4.1b
(* y (* x (* z 18.0)))

rewrite291.0ms

Algorithm
rewrite-expression-head
Rules
25×pow1 add-cbrt-cube add-exp-log
13×pow-prod-down prod-exp cbrt-unprod
12×associate-*l*
11×add-sqr-sqrt
*-un-lft-identity add-cube-cbrt
associate-*r*
*-commutative add-log-exp
associate-*l/
flip3-- flip-- unswap-sqr
Counts
4 → 77
Calls
4 calls:
13.0ms
(* x (* z 18.0))
13.0ms
(* j (* k 27.0))
199.0ms
(* (- (* y (* x (* z 18.0))) (* a 4.0)) t)
64.0ms
(* y (* x (* z 18.0)))

series237.0ms

Counts
4 → 12
Calls
4 calls:
36.0ms
(* x (* z 18.0))
28.0ms
(* j (* k 27.0))
123.0ms
(* (- (* y (* x (* z 18.0))) (* a 4.0)) t)
51.0ms
(* y (* x (* z 18.0)))

simplify914.0ms

Counts
89 → 89
Iterations
IterNodes
done5000
21727
1370
0145

prune833.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 2.2b

localize34.0ms

Local error

Found 4 expressions with local error:

0.2b
(* x (* z 18.0))
0.2b
(* (* j k) 27.0)
3.4b
(* (- (* y (* x (* z 18.0))) (* a 4.0)) t)
4.1b
(* y (* x (* z 18.0)))

rewrite314.0ms

Algorithm
rewrite-expression-head
Rules
25×pow1 add-cbrt-cube add-exp-log
13×pow-prod-down prod-exp cbrt-unprod
11×add-sqr-sqrt
10×associate-*l*
*-un-lft-identity add-cube-cbrt
associate-*r*
*-commutative add-log-exp
associate-*l/
flip3-- flip-- unswap-sqr
Counts
4 → 77
Calls
4 calls:
25.0ms
(* x (* z 18.0))
25.0ms
(* (* j k) 27.0)
209.0ms
(* (- (* y (* x (* z 18.0))) (* a 4.0)) t)
50.0ms
(* y (* x (* z 18.0)))

series254.0ms

Counts
4 → 12
Calls
4 calls:
24.0ms
(* x (* z 18.0))
36.0ms
(* (* j k) 27.0)
138.0ms
(* (- (* y (* x (* z 18.0))) (* a 4.0)) t)
56.0ms
(* y (* x (* z 18.0)))

simplify1.3s

Counts
89 → 89
Iterations
IterNodes
done5000
21996
1384
0147

prune1.0s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 2.2b

localize37.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* z x) 18.0)
0.2b
(* (* j k) 27.0)
3.4b
(* (- (* y (* (* z x) 18.0)) (* a 4.0)) t)
4.1b
(* y (* (* z x) 18.0))

rewrite308.0ms

Algorithm
rewrite-expression-head
Rules
25×pow1 add-cbrt-cube add-exp-log
13×pow-prod-down prod-exp cbrt-unprod
11×add-sqr-sqrt
10×associate-*r*
*-un-lft-identity add-cube-cbrt
associate-*l*
*-commutative add-log-exp
associate-*l/
flip3-- flip-- unswap-sqr
Counts
4 → 77
Calls
4 calls:
14.0ms
(* (* z x) 18.0)
21.0ms
(* (* j k) 27.0)
202.0ms
(* (- (* y (* (* z x) 18.0)) (* a 4.0)) t)
69.0ms
(* y (* (* z x) 18.0))

series250.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(* (* z x) 18.0)
36.0ms
(* (* j k) 27.0)
143.0ms
(* (- (* y (* (* z x) 18.0)) (* a 4.0)) t)
41.0ms
(* y (* (* z x) 18.0))

simplify1.3s

Counts
89 → 89
Iterations
IterNodes
done5000
22266
1395
0150

prune739.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 2.2b

localize73.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt y)
1.9b
(* (* z x) (* 18.0 (cbrt y)))
2.5b
(* (* (cbrt y) (cbrt y)) (* (* z x) (* 18.0 (cbrt y))))
3.4b
(* (- (* (* (cbrt y) (cbrt y)) (* (* z x) (* 18.0 (cbrt y)))) (* a 4.0)) t)

rewrite730.0ms

Algorithm
rewrite-expression-head
Rules
59×pow1 add-exp-log
43×add-cbrt-cube
40×pow-prod-down prod-exp cbrt-unprod
add-sqr-sqrt
*-un-lft-identity add-cube-cbrt
associate-*r* associate-*l*
add-log-exp
cbrt-prod *-commutative
associate-*l/
flip3-- pow1/3 flip-- unswap-sqr
Counts
4 → 93
Calls
4 calls:
2.0ms
(cbrt y)
45.0ms
(* (* z x) (* 18.0 (cbrt y)))
148.0ms
(* (* (cbrt y) (cbrt y)) (* (* z x) (* 18.0 (cbrt y))))
528.0ms
(* (- (* (* (cbrt y) (cbrt y)) (* (* z x) (* 18.0 (cbrt y)))) (* a 4.0)) t)

series717.0ms

Counts
4 → 12
Calls
4 calls:
289.0ms
(cbrt y)
131.0ms
(* (* z x) (* 18.0 (cbrt y)))
75.0ms
(* (* (cbrt y) (cbrt y)) (* (* z x) (* 18.0 (cbrt y))))
221.0ms
(* (- (* (* (cbrt y) (cbrt y)) (* (* z x) (* 18.0 (cbrt y)))) (* a 4.0)) t)

simplify1.4s

Counts
105 → 105
Iterations
IterNodes
done5002
22536
1467
0157

prune725.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 2.2b

regimes3.2s

Accuracy

57.4% (1.5b remaining)

Error of 3.6b against oracle of 2.1b and baseline of 5.6b

bsearch4.0ms

simplify14.0ms

Iterations
IterNodes
done79
479
373
267
163
042

end0.0ms

sample5.9s

Algorithm
intervals
Results
3.9s16234×body80valid