Details

Time bar (total: 14.9s)

sample44.0ms

Algorithm
intervals
Results
27.0ms327×body80valid

simplify1.7s

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: 2.9b

localize11.0ms

Local error

Found 2 expressions with local error:

0.0b
(* (- 1.0 y) z)
2.9b
(* x (- 1.0 (* (- 1.0 y) z)))

rewrite30.0ms

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:
15.0ms
(* (- 1.0 y) z)
14.0ms
(* x (- 1.0 (* (- 1.0 y) z)))

series102.0ms

Counts
2 → 6
Calls
2 calls:
44.0ms
(* (- 1.0 y) z)
58.0ms
(* x (- 1.0 (* (- 1.0 y) z)))

simplify2.0s

Counts
54 → 54
Iterations
IterNodes
done5000
33175
2681
1228
095

prune206.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize29.0ms

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))
3.2b
(* z (- (* x y) (* 1.0 x)))

rewrite57.0ms

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:
10.0ms
(- (* x y) (* 1.0 x))
18.0ms
(+ (* z (- (* x y) (* 1.0 x))) (* 1.0 x))
28.0ms
(* z (- (* x y) (* 1.0 x)))

series255.0ms

Counts
3 → 9
Calls
3 calls:
68.0ms
(- (* x y) (* 1.0 x))
91.0ms
(+ (* z (- (* x y) (* 1.0 x))) (* 1.0 x))
95.0ms
(* z (- (* x y) (* 1.0 x)))

simplify2.0s

Counts
63 → 63
Iterations
IterNodes
done5001
32942
2743
1246
088

prune250.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0b

localize16.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* (* x z) (- y 1.0)) (* 1.0 x))
3.7b
(* (* x z) (- y 1.0))

rewrite50.0ms

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:
19.0ms
(+ (* (* x z) (- y 1.0)) (* 1.0 x))
30.0ms
(* (* x z) (- y 1.0))

series144.0ms

Counts
2 → 6
Calls
2 calls:
81.0ms
(+ (* (* x z) (- y 1.0)) (* 1.0 x))
63.0ms
(* (* x z) (- y 1.0))

simplify3.0s

Counts
49 → 49
Iterations
IterNodes
done5007
34804
2949
1268
091

prune178.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0b

localize40.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (* x (- 1.0 (* (- 1.0 y) z))))
2.9b
(* x (- 1.0 (* (- 1.0 y) z)))
2.9b
(* x (- 1.0 (* (- 1.0 y) z)))
2.9b
(* x (- 1.0 (* (- 1.0 y) z)))

rewrite57.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt
10×pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt
associate-*r* associate-*l*
associate-*r/
distribute-rgt-in sub-neg distribute-lft-in
flip3-- insert-posit16 flip-- add-log-exp
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
cbrt-div
cbrt-prod pow1/3
Counts
4 → 87
Calls
4 calls:
7.0ms
(cbrt (* x (- 1.0 (* (- 1.0 y) z))))
13.0ms
(* x (- 1.0 (* (- 1.0 y) z)))
19.0ms
(* x (- 1.0 (* (- 1.0 y) z)))
17.0ms
(* x (- 1.0 (* (- 1.0 y) z)))

series388.0ms

Counts
4 → 12
Calls
4 calls:
201.0ms
(cbrt (* x (- 1.0 (* (- 1.0 y) z))))
76.0ms
(* x (- 1.0 (* (- 1.0 y) z)))
54.0ms
(* x (- 1.0 (* (- 1.0 y) z)))
56.0ms
(* x (- 1.0 (* (- 1.0 y) z)))

simplify2.3s

Counts
99 → 99
Iterations
IterNodes
done5000
33333
2865
1317
0123

prune524.0ms

Pruning

5 alts after pruning (1 fresh and 4 done)

Merged error: 0b

regimes493.0ms

Accuracy

76.7% (0.3b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 1.4b

bsearch1.0ms

simplify5.0ms

Iterations
IterNodes
done28
128
019

end0.0ms

sample1.1s

Algorithm
intervals
Results
746.0ms10106×body80valid