Details

Time bar (total: 14.0s)

sample23.0ms

Algorithm
intervals
Results
14.0ms307×body80valid

simplify1.6s

Counts
1 → 1
Iterations
IterNodes
done5002
82662
71716
6872
5387
4171
384
234
114
08

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 3.8b

localize15.0ms

Local error

Found 2 expressions with local error:

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

rewrite39.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt
*-un-lft-identity associate-*l*
pow1 add-cbrt-cube associate-*r* add-exp-log add-cube-cbrt
distribute-rgt-in sub-neg distribute-lft-in flip3-- pow-prod-down associate-*l/ prod-exp associate-*r/ *-commutative cbrt-unprod insert-posit16 flip-- add-log-exp unswap-sqr
distribute-lft-out-- difference-of-squares
Counts
2 → 48
Calls
2 calls:
19.0ms
(* (- 1.0 y) z)
19.0ms
(* x (- 1.0 (* (- 1.0 y) z)))

series93.0ms

Counts
2 → 6
Calls
2 calls:
37.0ms
(* (- 1.0 y) z)
56.0ms
(* x (- 1.0 (* (- 1.0 y) z)))

simplify2.0s

Counts
54 → 54
Iterations
IterNodes
done5000
33175
2681
1228
095

prune150.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (* x y) (* 1.0 x))
0.0b
(+ (* z (- (* x y) (* 1.0 x))) (* 1.0 x))
2.2b
(* z (- (* x y) (* 1.0 x)))

rewrite49.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt add-log-exp
pow1 sub-neg *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt
distribute-rgt-in associate-+l+ distribute-lft-in
associate-*r* associate-*l* insert-posit16
flip3-- associate-*r/ flip--
+-commutative sum-log flip3-+ diff-log pow-prod-down prod-exp *-commutative cbrt-unprod flip-+ unswap-sqr
Counts
3 → 54
Calls
3 calls:
7.0ms
(- (* x y) (* 1.0 x))
16.0ms
(+ (* z (- (* x y) (* 1.0 x))) (* 1.0 x))
25.0ms
(* z (- (* x y) (* 1.0 x)))

series214.0ms

Counts
3 → 9
Calls
3 calls:
54.0ms
(- (* x y) (* 1.0 x))
89.0ms
(+ (* z (- (* x y) (* 1.0 x))) (* 1.0 x))
72.0ms
(* z (- (* x y) (* 1.0 x)))

simplify2.0s

Counts
63 → 63
Iterations
IterNodes
done5001
32942
2743
1246
088

prune185.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

localize17.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* (* x z) (- y 1.0)) (* 1.0 x))
2.8b
(* (* x z) (- y 1.0))

rewrite65.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-cbrt-cube add-exp-log
add-sqr-sqrt *-un-lft-identity associate-*r*
distribute-rgt-in associate-+l+ sub-neg distribute-lft-in add-log-exp
pow-prod-down prod-exp add-cube-cbrt cbrt-unprod
associate-*r/ insert-posit16
+-commutative sum-log flip3-+ flip3-- associate-*l* *-commutative flip-+ flip-- distribute-lft-out-- difference-of-squares
Counts
2 → 43
Calls
2 calls:
27.0ms
(+ (* (* x z) (- y 1.0)) (* 1.0 x))
36.0ms
(* (* x z) (- y 1.0))

series143.0ms

Counts
2 → 6
Calls
2 calls:
70.0ms
(+ (* (* x z) (- y 1.0)) (* 1.0 x))
73.0ms
(* (* x z) (- y 1.0))

simplify2.8s

Counts
49 → 49
Iterations
IterNodes
done5007
34804
2949
1268
091

prune174.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0b

localize34.0ms

Local error

Found 4 expressions with local error:

0.7b
(cbrt z)
0.7b
(cbrt z)
1.2b
(* (cbrt z) (- (* x y) (* 1.0 x)))
1.5b
(* (* (cbrt z) (cbrt z)) (* (cbrt z) (- (* x y) (* 1.0 x))))

rewrite118.0ms

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
*-un-lft-identity pow-prod-down prod-exp add-cube-cbrt cbrt-unprod
associate-*l*
sub-neg associate-*r/
associate-*r* insert-posit16 add-log-exp
flip3-- pow1/3 *-commutative flip-- unswap-sqr
Counts
4 → 86
Calls
4 calls:
1.0ms
(cbrt z)
1.0ms
(cbrt z)
38.0ms
(* (cbrt z) (- (* x y) (* 1.0 x)))
76.0ms
(* (* (cbrt z) (cbrt z)) (* (cbrt z) (- (* x y) (* 1.0 x))))

series931.0ms

Counts
4 → 12
Calls
4 calls:
272.0ms
(cbrt z)
273.0ms
(cbrt z)
252.0ms
(* (cbrt z) (- (* x y) (* 1.0 x)))
134.0ms
(* (* (cbrt z) (cbrt z)) (* (cbrt z) (- (* x y) (* 1.0 x))))

simplify1.3s

Counts
98 → 98
Iterations
IterNodes
done5000
21300
1353
0121

prune406.0ms

Pruning

6 alts after pruning (2 fresh and 4 done)

Merged error: 0b

regimes510.0ms

Accuracy

94.8% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 1.5b

bsearch2.0ms

simplify5.0ms

Iterations
IterNodes
done28
128
019

end0.0ms

sample1.1s

Algorithm
intervals
Results
809.0ms9975×body80valid