Details

Time bar (total: 35.9s)

sample43.0ms

Algorithm
intervals
Results
16.0ms310×body80valid
2.0ms10×body640valid
1.0msbody1280valid
0.0msbody320valid
0.0msbody160valid

simplify5.8s

Counts
1 → 1
Iterations
IterNodes
done5003
62115
5992
4474
3157
247
121
012

prune23.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.6b

localize115.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (/ 2.0 3.0) z)
0.0b
(+ x (* (* (- y x) 6.0) (- (/ 2.0 3.0) z)))
0.0b
(* (- y x) 6.0)
0.5b
(* (* (- y x) 6.0) (- (/ 2.0 3.0) z))

rewrite413.0ms

Algorithm
rewrite-expression-head
Rules
21×add-sqr-sqrt
13×*-un-lft-identity
11×pow1 add-cbrt-cube add-exp-log
10×associate-*l/
associate-*r*
flip3-- flip-- add-log-exp
add-cube-cbrt
associate-*l*
sub-neg difference-of-squares
distribute-rgt-in frac-times associate-+r+ distribute-lft-in pow-prod-down prod-exp cbrt-unprod insert-posit16
distribute-lft-out--
times-frac associate-*r/ *-commutative
+-commutative sum-log flip3-+ diff-log flip-+ unswap-sqr
Counts
4 → 89
Calls
4 calls:
62.0ms
(- (/ 2.0 3.0) z)
25.0ms
(+ x (* (* (- y x) 6.0) (- (/ 2.0 3.0) z)))
87.0ms
(* (- y x) 6.0)
228.0ms
(* (* (- y x) 6.0) (- (/ 2.0 3.0) z))

series303.0ms

Counts
4 → 12
Calls
4 calls:
24.0ms
(- (/ 2.0 3.0) z)
135.0ms
(+ x (* (* (- y x) 6.0) (- (/ 2.0 3.0) z)))
55.0ms
(* (- y x) 6.0)
89.0ms
(* (* (- y x) 6.0) (- (/ 2.0 3.0) z))

simplify4.3s

Counts
101 → 101
Iterations
IterNodes
done5003
21624
1454
0160

prune1.3s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize136.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (- y x) 6.0)
0.0b
(* (- y x) 6.0)
0.5b
(* (- z) (* (- y x) 6.0))
0.5b
(* (/ 2.0 3.0) (* (- y x) 6.0))

rewrite361.0ms

Algorithm
rewrite-expression-head
Rules
33×associate-*l*
26×add-sqr-sqrt
25×add-cbrt-cube add-exp-log
22×*-un-lft-identity
18×pow1 add-cube-cbrt
11×associate-*l/ prod-exp cbrt-unprod
times-frac
associate-*r* pow-prod-down
flip3-- flip--
associate-*r/ *-commutative insert-posit16 add-log-exp
distribute-lft-neg-in distribute-rgt-neg-in
frac-times cbrt-undiv div-exp distribute-lft-out-- difference-of-squares unswap-sqr
distribute-lft-neg-out neg-mul-1 div-inv
Counts
4 → 113
Calls
4 calls:
87.0ms
(* (- y x) 6.0)
61.0ms
(* (- y x) 6.0)
92.0ms
(* (- z) (* (- y x) 6.0))
108.0ms
(* (/ 2.0 3.0) (* (- y x) 6.0))

series254.0ms

Counts
4 → 12
Calls
4 calls:
44.0ms
(* (- y x) 6.0)
59.0ms
(* (- y x) 6.0)
110.0ms
(* (- z) (* (- y x) 6.0))
42.0ms
(* (/ 2.0 3.0) (* (- y x) 6.0))

simplify3.7s

Counts
125 → 125
Iterations
IterNodes
done5002
21580
1451
0161

prune1.6s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

localize157.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (- z) (- y x))
0.0b
(* (- y x) 6.0)
0.3b
(* (* (- z) (- y x)) 6.0)
0.5b
(* (/ 2.0 3.0) (* (- y x) 6.0))

rewrite378.0ms

Algorithm
rewrite-expression-head
Rules
29×associate-*l*
26×add-sqr-sqrt
25×add-cbrt-cube add-exp-log
22×*-un-lft-identity
18×pow1 add-cube-cbrt
12×associate-*r*
11×prod-exp cbrt-unprod
times-frac associate-*l/
pow-prod-down
associate-*r/
flip3-- flip--
*-commutative insert-posit16 add-log-exp
distribute-lft-neg-out distribute-lft-neg-in distribute-rgt-neg-in
distribute-rgt-in frac-times cbrt-undiv sub-neg distribute-lft-in div-exp distribute-lft-out-- difference-of-squares unswap-sqr
neg-mul-1 div-inv
Counts
4 → 118
Calls
4 calls:
84.0ms
(* (- z) (- y x))
58.0ms
(* (- y x) 6.0)
117.0ms
(* (* (- z) (- y x)) 6.0)
104.0ms
(* (/ 2.0 3.0) (* (- y x) 6.0))

series287.0ms

Counts
4 → 12
Calls
4 calls:
74.0ms
(* (- z) (- y x))
50.0ms
(* (- y x) 6.0)
95.0ms
(* (* (- z) (- y x)) 6.0)
67.0ms
(* (/ 2.0 3.0) (* (- y x) 6.0))

simplify4.2s

Counts
130 → 130
Iterations
IterNodes
done5001
21931
1538
0190

prune1.7s

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 0.0b

localize90.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* 4.0 y) (* 6.0 (* x z)))
0.0b
(- (+ (* 4.0 y) (* 6.0 (* x z))) (* 3.0 x))
0.3b
(* 6.0 (* x z))

rewrite223.0ms

Algorithm
rewrite-expression-head
Rules
10×add-log-exp
pow1 add-cbrt-cube add-exp-log
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
associate-*l* pow-prod-down prod-exp cbrt-unprod insert-posit16
sum-log diff-log
+-commutative sub-neg flip3-+ flip3-- associate-*r* associate--l+ *-commutative flip-+ flip--
Counts
3 → 46
Calls
3 calls:
36.0ms
(+ (* 4.0 y) (* 6.0 (* x z)))
131.0ms
(- (+ (* 4.0 y) (* 6.0 (* x z))) (* 3.0 x))
52.0ms
(* 6.0 (* x z))

series223.0ms

Counts
3 → 9
Calls
3 calls:
85.0ms
(+ (* 4.0 y) (* 6.0 (* x z)))
89.0ms
(- (+ (* 4.0 y) (* 6.0 (* x z))) (* 3.0 x))
49.0ms
(* 6.0 (* x z))

simplify6.3s

Counts
55 → 55
Iterations
IterNodes
done5001
33362
2816
1237
085

prune746.0ms

Pruning

9 alts after pruning (6 fresh and 3 done)

Merged error: 0.0b

regimes1.6s

Accuracy

0% (0.3b remaining)

Error of 0.4b against oracle of 0.1b and baseline of 0.4b

bsearch0.0ms

simplify35.0ms

Iterations
IterNodes
done32
332
225
121
014

end0.0ms

sample1.7s

Algorithm
intervals
Results
901.0ms9550×body80valid
140.0ms244×body640valid
70.0ms162×body320valid
59.0ms140×body1280valid
17.0ms112×body160valid