Details

Time bar (total: 21.0s)

sample77.0ms

Algorithm
intervals
Results
55.0ms427×body80valid

simplify3.0s

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

prune26.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 5.9b

localize37.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* x 9.0) y)
0.3b
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
2.7b
(/ (+ b (* (* x 9.0) y)) z)
8.0b
(/ (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)) c)

rewrite187.0ms

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:
21.0ms
(* (* x 9.0) y)
34.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
31.0ms
(/ (+ b (* (* x 9.0) y)) z)
99.0ms
(/ (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)) c)

series588.0ms

Counts
4 → 12
Calls
4 calls:
31.0ms
(* (* x 9.0) y)
218.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
104.0ms
(/ (+ b (* (* x 9.0) y)) z)
234.0ms
(/ (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)) c)

simplify1.2s

Counts
105 → 105
Iterations
IterNodes
done5000
21530
1462
0186

prune647.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 5.5b

localize49.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* x 9.0) y)
0.3b
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
2.7b
(/ (+ b (* (* x 9.0) y)) z)
8.0b
(* (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)) (/ 1 c))

rewrite581.0ms

Algorithm
rewrite-expression-head
Rules
28×add-sqr-sqrt
22×*-un-lft-identity
21×add-cube-cbrt
20×times-frac add-exp-log
16×add-cbrt-cube associate-*r*
11×pow1
prod-exp
add-log-exp
cbrt-unprod
associate-*l* pow-prod-down insert-posit16
associate-/r* flip3-- div-exp flip-- associate-/l* unswap-sqr
frac-times cbrt-undiv associate-*l/ *-commutative div-inv associate-/l/
rec-exp clear-num sub-neg frac-2neg flip3-+ diff-log 1-exp associate-*r/ un-div-inv flip-+
Counts
4 → 103
Calls
4 calls:
14.0ms
(* (* x 9.0) y)
36.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
23.0ms
(/ (+ b (* (* x 9.0) y)) z)
506.0ms
(* (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)) (/ 1 c))

series545.0ms

Counts
4 → 12
Calls
4 calls:
32.0ms
(* (* x 9.0) y)
214.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a))
71.0ms
(/ (+ b (* (* x 9.0) y)) z)
228.0ms
(* (- (/ (+ b (* (* x 9.0) y)) z) (* (* t 4.0) a)) (/ 1 c))

simplify1.5s

Counts
115 → 115
Iterations
IterNodes
done5002
21705
1538
0211

prune734.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 5.5b

localize42.0ms

Local error

Found 4 expressions with local error:

0.3b
(- (/ 1 (/ z (+ b (* (* x 9.0) y)))) (* (* t 4.0) a))
0.3b
(/ 1 (/ z (+ b (* (* x 9.0) y))))
2.8b
(/ z (+ b (* (* x 9.0) y)))
8.0b
(/ (- (/ 1 (/ z (+ b (* (* x 9.0) y)))) (* (* t 4.0) a)) c)

rewrite185.0ms

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
add-log-exp
pow1 cbrt-undiv flip3-+ flip-+
insert-posit16
clear-num frac-2neg
rec-exp flip3-- 1-exp flip-- associate-/l/
sub-neg diff-log div-sub pow-flip inv-pow
Counts
4 → 159
Calls
4 calls:
63.0ms
(- (/ 1 (/ z (+ b (* (* x 9.0) y)))) (* (* t 4.0) a))
9.0ms
(/ 1 (/ z (+ b (* (* x 9.0) y))))
7.0ms
(/ z (+ b (* (* x 9.0) y)))
100.0ms
(/ (- (/ 1 (/ z (+ b (* (* x 9.0) y)))) (* (* t 4.0) a)) c)

series697.0ms

Counts
4 → 12
Calls
4 calls:
201.0ms
(- (/ 1 (/ z (+ b (* (* x 9.0) y)))) (* (* t 4.0) a))
90.0ms
(/ 1 (/ z (+ b (* (* x 9.0) y))))
82.0ms
(/ z (+ b (* (* x 9.0) y)))
324.0ms
(/ (- (/ 1 (/ z (+ b (* (* x 9.0) y)))) (* (* t 4.0) a)) c)

simplify1.8s

Counts
171 → 171
Iterations
IterNodes
done5010
22206
1690
0268

prune996.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 5.4b

localize42.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* x 9.0) y)
0.3b
(- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* t 4.0) a))
2.8b
(* (+ b (* (* x 9.0) y)) (/ 1 z))
8.0b
(/ (- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* t 4.0) a)) c)

rewrite106.0ms

Algorithm
rewrite-expression-head
Rules
28×add-sqr-sqrt
22×*-un-lft-identity
21×add-cube-cbrt
20×times-frac add-exp-log
16×add-cbrt-cube associate-*r*
11×pow1
prod-exp
add-log-exp
cbrt-unprod
associate-*l* pow-prod-down insert-posit16
associate-/r* div-exp associate-/l* unswap-sqr
frac-times cbrt-undiv flip3-+ flip3-- associate-*l/ *-commutative flip-+ div-inv flip-- associate-/l/
rec-exp clear-num sub-neg frac-2neg diff-log 1-exp div-sub associate-*r/ un-div-inv
Counts
4 → 104
Calls
4 calls:
20.0ms
(* (* x 9.0) y)
17.0ms
(- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* t 4.0) a))
25.0ms
(* (+ b (* (* x 9.0) y)) (/ 1 z))
42.0ms
(/ (- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* t 4.0) a)) c)

series611.0ms

Counts
4 → 12
Calls
4 calls:
36.0ms
(* (* x 9.0) y)
233.0ms
(- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* t 4.0) a))
98.0ms
(* (+ b (* (* x 9.0) y)) (/ 1 z))
245.0ms
(/ (- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* t 4.0) a)) c)

simplify1.6s

Counts
116 → 116
Iterations
IterNodes
done5001
21994
1578
0216

prune729.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 5.4b

regimes1.6s

Accuracy

65.8% (2.2b remaining)

Error of 8.0b against oracle of 5.8b and baseline of 12.3b

bsearch3.0ms

simplify10.0ms

Iterations
IterNodes
done68
168
049

end0.0ms

sample3.6s

Algorithm
intervals
Results
2.8s12662×body80valid