Details

Time bar (total: 21.2s)

sample61.0ms

Algorithm
intervals
Results
33.0ms378×body80valid

simplify2.7s

Counts
1 → 1
Iterations
IterNodes
done5003
64882
51433
4655
3253
289
137
018

prune13.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 5.6b

localize34.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* x 9.0) y)
0.5b
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
1.8b
(/ (+ b (* (* x 9.0) y)) z)
8.9b
(/ (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)) c)

rewrite252.0ms

Algorithm
rewrite-expression-head
Rules
21×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
18×times-frac
13×add-cbrt-cube add-exp-log
pow1
associate-/r* associate-/l* add-log-exp
insert-posit16 associate-/l/
associate-*r* pow-prod-down prod-exp cbrt-unprod
cbrt-undiv clear-num frac-2neg flip3-- div-exp div-inv flip--
sub-neg flip3-+ diff-log div-sub associate-*l* *-commutative flip-+
Counts
4 → 93
Calls
4 calls:
25.0ms
(* (* x 9.0) y)
68.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
32.0ms
(/ (+ b (* (* x 9.0) y)) z)
123.0ms
(/ (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)) c)

series524.0ms

Counts
4 → 12
Calls
4 calls:
27.0ms
(* (* x 9.0) y)
192.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
87.0ms
(/ (+ b (* (* x 9.0) y)) z)
218.0ms
(/ (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)) c)

simplify1.2s

Counts
105 → 105
Iterations
IterNodes
done5000
21530
1462
0186

prune619.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 5.4b

localize28.0ms

Local error

Found 4 expressions with local error:

0.3b
(* 9.0 (* x y))
0.5b
(- (/ (+ b (* 9.0 (* x y))) z) (* (* t 4.0) a))
1.8b
(/ (+ b (* 9.0 (* x y))) z)
8.9b
(/ (- (/ (+ b (* 9.0 (* x y))) z) (* (* t 4.0) a)) c)

rewrite235.0ms

Algorithm
rewrite-expression-head
Rules
21×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
18×times-frac
13×add-cbrt-cube add-exp-log
pow1
associate-/r* associate-/l* add-log-exp
insert-posit16 associate-/l/
associate-*l* pow-prod-down prod-exp cbrt-unprod
cbrt-undiv clear-num frac-2neg flip3-- div-exp div-inv flip--
sub-neg flip3-+ diff-log div-sub associate-*r* *-commutative flip-+
Counts
4 → 93
Calls
4 calls:
20.0ms
(* 9.0 (* x y))
68.0ms
(- (/ (+ b (* 9.0 (* x y))) z) (* (* t 4.0) a))
32.0ms
(/ (+ b (* 9.0 (* x y))) z)
114.0ms
(/ (- (/ (+ b (* 9.0 (* x y))) z) (* (* t 4.0) a)) c)

series508.0ms

Counts
4 → 12
Calls
4 calls:
24.0ms
(* 9.0 (* x y))
204.0ms
(- (/ (+ b (* 9.0 (* x y))) z) (* (* t 4.0) a))
85.0ms
(/ (+ b (* 9.0 (* x y))) z)
195.0ms
(/ (- (/ (+ b (* 9.0 (* x y))) z) (* (* t 4.0) a)) c)

simplify1.2s

Counts
105 → 105
Iterations
IterNodes
done5001
21451
1446
0182

prune738.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 5.4b

localize55.0ms

Local error

Found 4 expressions with local error:

0.4b
(/ 1 (/ c (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))))
0.5b
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
1.8b
(/ (+ b (* (* x 9.0) y)) z)
8.9b
(/ c (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)))

rewrite247.0ms

Algorithm
rewrite-expression-head
Rules
99×times-frac
64×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
21×associate-/r*
19×add-exp-log
13×add-cbrt-cube
11×associate-/r/
div-exp associate-/l*
div-inv
flip3-- flip-- add-log-exp
pow1 cbrt-undiv
insert-posit16
clear-num frac-2neg
rec-exp 1-exp associate-/l/
sub-neg flip3-+ diff-log flip-+ pow-flip inv-pow
Counts
4 → 158
Calls
4 calls:
89.0ms
(/ 1 (/ c (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))))
62.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
28.0ms
(/ (+ b (* (* x 9.0) y)) z)
62.0ms
(/ c (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)))

series692.0ms

Counts
4 → 12
Calls
4 calls:
300.0ms
(/ 1 (/ c (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))))
209.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
65.0ms
(/ (+ b (* (* x 9.0) y)) z)
117.0ms
(/ c (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)))

simplify1.7s

Counts
170 → 170
Iterations
IterNodes
done5004
22016
1648
0260

prune1.1s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 5.4b

localize31.0ms

Local error

Found 4 expressions with local error:

0.5b
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
0.7b
(/ 1 (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)))
1.8b
(/ (+ b (* (* x 9.0) y)) z)
8.4b
(/ (/ 1 c) (/ 1 (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))))

rewrite273.0ms

Algorithm
rewrite-expression-head
Rules
483×times-frac
230×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
50×add-exp-log
35×div-exp
33×div-inv
31×associate-/r/
21×associate-/r*
20×add-cbrt-cube
19×associate-/l*
16×flip3-- flip--
10×cbrt-undiv
rec-exp 1-exp
add-log-exp
pow1
insert-posit16
clear-num frac-2neg associate-/l/
sub-neg flip3-+ diff-log flip-+ pow-flip inv-pow
Counts
4 → 333
Calls
4 calls:
60.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
70.0ms
(/ 1 (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)))
29.0ms
(/ (+ b (* (* x 9.0) y)) z)
95.0ms
(/ (/ 1 c) (/ 1 (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))))

series689.0ms

Counts
4 → 12
Calls
4 calls:
187.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
56.0ms
(/ 1 (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)))
90.0ms
(/ (+ b (* (* x 9.0) y)) z)
356.0ms
(/ (/ 1 c) (/ 1 (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))))

simplify2.6s

Counts
345 → 345
Iterations
IterNodes
done5001
23540
11563
0533

prune1.9s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 5.4b

regimes1.4s

Accuracy

74.4% (1.6b remaining)

Error of 8.0b against oracle of 6.4b and baseline of 12.7b

bsearch3.0ms

simplify12.0ms

Iterations
IterNodes
done62
162
047

end0.0ms

sample2.4s

Algorithm
intervals
Results
1.8s12844×body80valid