Details

Time bar (total: 14.4s)

sample75.0ms

Algorithm
intervals
Results
20.0ms334×body80nan
18.0ms285×body80valid

simplify138.0ms

Counts
1 → 1
Iterations
IterNodes
done146
7146
6134
5121
4104
371
247
121
010

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.6b

localize19.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (* y (sqrt z)))
0.2b
(* y (sqrt z))
0.4b
(* (/ 1.0 2.0) (+ x (* y (sqrt z))))

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
16×associate-*l*
14×*-un-lft-identity add-cube-cbrt
10×times-frac add-cbrt-cube add-exp-log
associate-*r*
pow1
add-log-exp
sqrt-prod unswap-sqr
flip3-+ prod-exp cbrt-unprod flip-+
frac-times pow-prod-down associate-*r/ *-commutative
distribute-rgt-in cbrt-undiv +-commutative sum-log distribute-lft-in div-exp associate-*l/ div-inv
Counts
3 → 71
Calls
3 calls:
4.0ms
(+ x (* y (sqrt z)))
8.0ms
(* y (sqrt z))
19.0ms
(* (/ 1.0 2.0) (+ x (* y (sqrt z))))

series144.0ms

Counts
3 → 9
Calls
3 calls:
40.0ms
(+ x (* y (sqrt z)))
51.0ms
(* y (sqrt z))
53.0ms
(* (/ 1.0 2.0) (+ x (* y (sqrt z))))

simplify1.4s

Counts
80 → 80
Iterations
IterNodes
done5002
22179
1504
0157

prune521.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.5b

localize42.0ms

Local error

Found 4 expressions with local error:

0.1b
(sqrt (sqrt z))
0.3b
(* y (sqrt (sqrt z)))
0.3b
(* (* y (sqrt (sqrt z))) (sqrt (sqrt z)))
0.4b
(* (/ 1.0 2.0) (+ x (* (* y (sqrt (sqrt z))) (sqrt (sqrt z)))))

rewrite80.0ms

Algorithm
rewrite-expression-head
Rules
34×add-sqr-sqrt
31×sqrt-prod
21×*-un-lft-identity associate-*r* add-cube-cbrt
17×associate-*l*
16×add-cbrt-cube add-exp-log
15×pow1
10×times-frac
prod-exp cbrt-unprod
pow-prod-down unswap-sqr
sqrt-pow1 add-log-exp
*-commutative
frac-times rem-sqrt-square flip3-+ pow1/2 associate-*r/ flip-+
distribute-rgt-in cbrt-undiv distribute-lft-in div-exp associate-*l/ div-inv
Counts
4 → 107
Calls
4 calls:
3.0ms
(sqrt (sqrt z))
20.0ms
(* y (sqrt (sqrt z)))
29.0ms
(* (* y (sqrt (sqrt z))) (sqrt (sqrt z)))
23.0ms
(* (/ 1.0 2.0) (+ x (* (* y (sqrt (sqrt z))) (sqrt (sqrt z)))))

series388.0ms

Counts
4 → 12
Calls
4 calls:
150.0ms
(sqrt (sqrt z))
102.0ms
(* y (sqrt (sqrt z)))
80.0ms
(* (* y (sqrt (sqrt z))) (sqrt (sqrt z)))
56.0ms
(* (/ 1.0 2.0) (+ x (* (* y (sqrt (sqrt z))) (sqrt (sqrt z)))))

simplify2.0s

Counts
119 → 119
Iterations
IterNodes
done5001
23518
1693
0222

prune601.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0.5b

localize51.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (* (sqrt z) y))
0.2b
(* (sqrt z) y)
0.2b
(/ (cbrt 1.0) (/ 2.0 (+ x (* (sqrt z) y))))
0.5b
(/ 2.0 (+ x (* (sqrt z) y)))

rewrite66.0ms

Algorithm
rewrite-expression-head
Rules
162×times-frac
100×add-sqr-sqrt
96×*-un-lft-identity add-cube-cbrt
48×cbrt-prod
18×associate-/r*
17×associate-/r/
13×add-exp-log
11×add-cbrt-cube
flip3-+ flip-+ div-inv associate-/l*
pow1 associate-*l* add-log-exp
cbrt-undiv div-exp sqrt-prod
associate-*r*
clear-num frac-2neg unswap-sqr
+-commutative sum-log pow-prod-down prod-exp *-commutative cbrt-unprod
Counts
4 → 188
Calls
4 calls:
7.0ms
(+ x (* (sqrt z) y))
12.0ms
(* (sqrt z) y)
19.0ms
(/ (cbrt 1.0) (/ 2.0 (+ x (* (sqrt z) y))))
14.0ms
(/ 2.0 (+ x (* (sqrt z) y)))

series293.0ms

Counts
4 → 12
Calls
4 calls:
39.0ms
(+ x (* (sqrt z) y))
54.0ms
(* (sqrt z) y)
117.0ms
(/ (cbrt 1.0) (/ 2.0 (+ x (* (sqrt z) y))))
83.0ms
(/ 2.0 (+ x (* (sqrt z) y)))

simplify1.6s

Counts
200 → 200
Iterations
IterNodes
done5000
24293
1809
0320

prune1.2s

Pruning

8 alts after pruning (5 fresh and 3 done)

Merged error: 0.5b

localize56.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (* (fabs (cbrt z)) y) (sqrt (cbrt z)))
0.4b
(* (/ 1.0 2.0) (+ x (* (* (fabs (cbrt z)) y) (sqrt (cbrt z)))))
0.6b
(cbrt z)
0.6b
(cbrt z)

rewrite54.0ms

Algorithm
rewrite-expression-head
Rules
22×add-sqr-sqrt
17×*-un-lft-identity add-cube-cbrt
14×add-cbrt-cube associate-*l* add-exp-log
12×associate-*r*
11×pow1
10×times-frac
cbrt-prod
sqrt-prod
prod-exp cbrt-unprod
pow-prod-down add-log-exp
frac-times flip3-+ pow1/3 associate-*r/ *-commutative flip-+ unswap-sqr
distribute-rgt-in cbrt-undiv distribute-lft-in div-exp associate-*l/ div-inv
Counts
4 → 84
Calls
4 calls:
18.0ms
(* (* (fabs (cbrt z)) y) (sqrt (cbrt z)))
31.0ms
(* (/ 1.0 2.0) (+ x (* (* (fabs (cbrt z)) y) (sqrt (cbrt z)))))
1.0ms
(cbrt z)
1.0ms
(cbrt z)

series893.0ms

Counts
4 → 12
Calls
4 calls:
170.0ms
(* (* (fabs (cbrt z)) y) (sqrt (cbrt z)))
175.0ms
(* (/ 1.0 2.0) (+ x (* (* (fabs (cbrt z)) y) (sqrt (cbrt z)))))
240.0ms
(cbrt z)
308.0ms
(cbrt z)

simplify1.8s

Counts
96 → 96
Iterations
IterNodes
done5002
22812
1549
0176

prune677.0ms

Pruning

8 alts after pruning (4 fresh and 4 done)

Merged error: 0.5b

regimes484.0ms

Accuracy

0% (0.1b remaining)

Error of 0.2b against oracle of 0.1b and baseline of 0.2b

bsearch0.0ms

simplify3.0ms

Iterations
IterNodes
done13
113
010

end0.0ms

sample1.6s

Algorithm
intervals
Results
538.0ms8531×body80nan
528.0ms8578×body80valid