Details

Time bar (total: 26.6s)

sample16.0ms

Algorithm
intervals
Results
6.0ms314×body80valid

simplify21.4s

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
089
1149
2349
3789
41779
52859
63989
75259
87309
911969
1017709
1125129
1225809
1331969
done50019

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 4.1b

localize6.0ms

Local error

Found 2 expressions with local error:

0.0b
(* (- 1.0 y) z)
3.8b
(* x (- 1.0 (* (- 1.0 y) z)))

rewrite18.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt
*-un-lft-identity associate-*l*
pow1 add-exp-log add-cube-cbrt associate-*r* add-cbrt-cube
distribute-rgt-in sub-neg flip3-- distribute-lft-in associate-*r/ pow-prod-down associate-*l/ prod-exp *-commutative flip-- cbrt-unprod add-log-exp unswap-sqr
distribute-lft-out-- difference-of-squares
Counts
2 → 46
Calls
2 calls:
9.0ms
(* (- 1.0 y) z)
7.0ms
(* x (- 1.0 (* (- 1.0 y) z)))

series80.0ms

Counts
2 → 6
Calls
2 calls:
30.0ms
(* (- 1.0 y) z)
50.0ms
(* x (- 1.0 (* (- 1.0 y) z)))

simplify1.5s

Counts
52 → 52
Iterations

Useful iterations: 3 (332.0ms)

IterNodesCost
093536
1216518
2807458
33053450
done5000450

prune86.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize9.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* x 1.0) (* (* x z) (- y 1.0)))
2.1b
(* (* x z) (- y 1.0))

rewrite16.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt *-un-lft-identity associate-*r*
distribute-rgt-in sub-neg associate-+r+ distribute-lft-in add-log-exp
add-cube-cbrt pow-prod-down prod-exp cbrt-unprod
associate-*r/
+-commutative flip3-- flip3-+ associate-*l* sum-log *-commutative flip-- flip-+ distribute-lft-out-- difference-of-squares
Counts
2 → 41
Calls
2 calls:
3.0ms
(+ (* x 1.0) (* (* x z) (- y 1.0)))
11.0ms
(* (* x z) (- y 1.0))

series110.0ms

Counts
2 → 6
Calls
2 calls:
64.0ms
(+ (* x 1.0) (* (* x z) (- y 1.0)))
46.0ms
(* (* x z) (- y 1.0))

simplify510.0ms

Counts
47 → 47
Iterations

Useful iterations: done (509.0ms)

IterNodesCost
090589
1258557
21113453
done5001451

prune82.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

localize10.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt x)
0.6b
(cbrt x)
1.5b
(* (cbrt x) (- 1.0 (* (- 1.0 y) z)))
2.7b
(* (* (cbrt x) (cbrt x)) (* (cbrt x) (- 1.0 (* (- 1.0 y) z))))

rewrite35.0ms

Algorithm
rewrite-expression-head
Rules
18×pow1 add-exp-log
13×add-sqr-sqrt
11×add-cbrt-cube
10×cbrt-prod distribute-rgt-in distribute-lft-in
add-cube-cbrt *-un-lft-identity pow-prod-down prod-exp cbrt-unprod
associate-*l*
sub-neg associate-*r/
associate-*r* add-log-exp
flip3-- pow1/3 *-commutative flip-- unswap-sqr
Counts
4 → 82
Calls
4 calls:
0.0ms
(cbrt x)
0.0ms
(cbrt x)
10.0ms
(* (cbrt x) (- 1.0 (* (- 1.0 y) z)))
21.0ms
(* (* (cbrt x) (cbrt x)) (* (cbrt x) (- 1.0 (* (- 1.0 y) z))))

series525.0ms

Counts
4 → 12
Calls
4 calls:
175.0ms
(cbrt x)
175.0ms
(cbrt x)
110.0ms
(* (cbrt x) (- 1.0 (* (- 1.0 y) z)))
65.0ms
(* (* (cbrt x) (cbrt x)) (* (cbrt x) (- 1.0 (* (- 1.0 y) z))))

simplify534.0ms

Counts
94 → 94
Iterations

Useful iterations: 2 (108.0ms)

IterNodesCost
01221368
13331335
21328994
done5000994

prune184.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- 1.0 y) z)
1.1b
(* (sqrt x) (* (sqrt x) (- 1.0 (* (- 1.0 y) z))))
1.7b
(* (sqrt x) (- 1.0 (* (- 1.0 y) z)))

rewrite36.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt
17×associate-*l*
12×pow1 add-exp-log *-un-lft-identity add-cbrt-cube
10×distribute-rgt-in add-cube-cbrt distribute-lft-in
associate-*r* sqrt-prod
sub-neg associate-*r/
pow-prod-down prod-exp cbrt-unprod
flip3-- *-commutative flip-- add-log-exp unswap-sqr
associate-*l/
distribute-lft-out-- difference-of-squares
Counts
3 → 81
Calls
3 calls:
9.0ms
(* (- 1.0 y) z)
15.0ms
(* (sqrt x) (* (sqrt x) (- 1.0 (* (- 1.0 y) z))))
9.0ms
(* (sqrt x) (- 1.0 (* (- 1.0 y) z)))

series143.0ms

Counts
3 → 9
Calls
3 calls:
32.0ms
(* (- 1.0 y) z)
46.0ms
(* (sqrt x) (* (sqrt x) (- 1.0 (* (- 1.0 y) z))))
65.0ms
(* (sqrt x) (- 1.0 (* (- 1.0 y) z)))

simplify538.0ms

Counts
90 → 90
Iterations

Useful iterations: done (535.0ms)

IterNodesCost
01431244
13501051
21329929
done5000921

prune144.0ms

Pruning

4 alts after pruning (0 fresh and 4 done)

Merged error: 0.0b

regimes182.0ms

Accuracy

89.8% (0.2b remaining)

Error of 0.2b against oracle of 0.0b and baseline of 1.7b

bsearch1.0ms

simplify2.0ms

Iterations

Useful iterations: 1 (1.0ms)

IterNodesCost
01947
12837
done2837

end0.0ms

sample407.0ms

Algorithm
intervals
Results
213.0ms9988×body80valid