Details

Time bar (total: 19.6s)

sample54.0ms

Algorithm
intervals
Results
23.0ms423×body80valid

simplify4.5s

Counts
1 → 1
Iterations

Useful iterations: 6 (2.9s)

IterNodesCost
01819
13719
29319
328219
468419
5153319
6341217
done500117

prune9.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 5.7b

localize18.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* x 9.0) y)
0.3b
(- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t))
2.2b
(/ (+ b (* (* x 9.0) y)) z)
8.7b
(/ (- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t)) c)

rewrite233.0ms

Algorithm
rewrite-expression-head
Rules
21×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
18×times-frac
13×add-exp-log add-cbrt-cube
pow1
associate-/r* associate-/l* add-log-exp
associate-/l/
associate-*r* pow-prod-down prod-exp cbrt-unprod
cbrt-undiv flip3-- frac-2neg div-exp clear-num flip-- div-inv
sub-neg flip3-+ diff-log div-sub associate-*l* *-commutative flip-+
Counts
4 → 89
Calls
4 calls:
26.0ms
(* (* x 9.0) y)
50.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t))
33.0ms
(/ (+ b (* (* x 9.0) y)) z)
121.0ms
(/ (- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t)) c)

series529.0ms

Counts
4 → 12
Calls
4 calls:
26.0ms
(* (* x 9.0) y)
205.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t))
82.0ms
(/ (+ b (* (* x 9.0) y)) z)
216.0ms
(/ (- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t)) c)

simplify1.5s

Counts
101 → 101
Iterations

Useful iterations: done (1.5s)

IterNodesCost
01821845
14441785
215781639
done50001631

prune457.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 5.4b

localize27.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* x 9.0) y)
0.3b
(- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t))
2.2b
(/ (+ b (* (* x 9.0) y)) z)
8.8b
(* (- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t)) (/ 1 c))

rewrite308.0ms

Algorithm
rewrite-expression-head
Rules
28×add-sqr-sqrt
22×*-un-lft-identity
21×add-cube-cbrt
20×add-exp-log times-frac
16×associate-*r* add-cbrt-cube
11×pow1
prod-exp
add-log-exp
cbrt-unprod
associate-*l* pow-prod-down
flip3-- div-exp associate-/r* flip-- associate-/l* unswap-sqr
cbrt-undiv frac-times associate-*l/ *-commutative div-inv associate-/l/
sub-neg rec-exp frac-2neg flip3-+ diff-log 1-exp associate-*r/ clear-num un-div-inv flip-+
Counts
4 → 99
Calls
4 calls:
18.0ms
(* (* x 9.0) y)
52.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t))
34.0ms
(/ (+ b (* (* x 9.0) y)) z)
200.0ms
(* (- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t)) (/ 1 c))

series529.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(* (* x 9.0) y)
207.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t))
79.0ms
(/ (+ b (* (* x 9.0) y)) z)
213.0ms
(* (- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t)) (/ 1 c))

simplify1.3s

Counts
111 → 111
Iterations

Useful iterations: done (1.3s)

IterNodesCost
02072097
15081951
217241751
done50001743

prune457.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 5.4b

localize18.0ms

Local error

Found 4 expressions with local error:

0.3b
(- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t))
0.4b
(/ 1 (/ c (- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t))))
2.2b
(/ (+ b (* (* x 9.0) y)) z)
8.7b
(/ c (- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t)))

rewrite224.0ms

Algorithm
rewrite-expression-head
Rules
99×times-frac
64×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
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
frac-2neg clear-num
rec-exp 1-exp associate-/l/
sub-neg pow-flip flip3-+ diff-log flip-+ inv-pow
Counts
4 → 154
Calls
4 calls:
48.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t))
69.0ms
(/ 1 (/ c (- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t))))
46.0ms
(/ (+ b (* (* x 9.0) y)) z)
55.0ms
(/ c (- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t)))

series749.0ms

Counts
4 → 12
Calls
4 calls:
196.0ms
(- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t))
378.0ms
(/ 1 (/ c (- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t))))
72.0ms
(/ (+ b (* (* x 9.0) y)) z)
103.0ms
(/ c (- (/ (+ b (* (* x 9.0) y)) z) (* (* a 4.0) t)))

simplify1.2s

Counts
166 → 166
Iterations

Useful iterations: done (1.2s)

IterNodesCost
02564644
15754358
214714035
done50003985

prune546.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 5.4b

localize18.0ms

Local error

Found 4 expressions with local error:

0.3b
(- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* a 4.0) t))
0.4b
(/ 1 (/ c (- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* a 4.0) t))))
2.4b
(* (+ b (* (* x 9.0) y)) (/ 1 z))
8.7b
(/ c (- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* a 4.0) t)))

rewrite181.0ms

Algorithm
rewrite-expression-head
Rules
101×times-frac
71×add-sqr-sqrt
65×*-un-lft-identity
64×add-cube-cbrt
26×add-exp-log
18×associate-/r*
16×add-cbrt-cube
13×associate-*r*
11×associate-/r/
10×div-exp
pow1 div-inv
flip3-- flip-- associate-/l* add-log-exp
cbrt-undiv
prod-exp
rec-exp 1-exp associate-*l* unswap-sqr
frac-times frac-2neg flip3-+ associate-*l/ clear-num cbrt-unprod flip-+
sub-neg pow-flip diff-log associate-*r/ pow-prod-down un-div-inv *-commutative inv-pow
Counts
4 → 165
Calls
4 calls:
31.0ms
(- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* a 4.0) t))
63.0ms
(/ 1 (/ c (- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* a 4.0) t))))
35.0ms
(* (+ b (* (* x 9.0) y)) (/ 1 z))
39.0ms
(/ c (- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* a 4.0) t)))

series726.0ms

Counts
4 → 12
Calls
4 calls:
184.0ms
(- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* a 4.0) t))
324.0ms
(/ 1 (/ c (- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* a 4.0) t))))
93.0ms
(* (+ b (* (* x 9.0) y)) (/ 1 z))
125.0ms
(/ c (- (* (+ b (* (* x 9.0) y)) (/ 1 z)) (* (* a 4.0) t)))

simplify1.3s

Counts
177 → 177
Iterations

Useful iterations: done (1.3s)

IterNodesCost
02785236
16704462
219034101
done50014051

prune663.0ms

Pruning

13 alts after pruning (11 fresh and 2 done)

Merged error: 5.4b

regimes1.3s

Accuracy

82.3% (1.1b remaining)

Error of 7.4b against oracle of 6.3b and baseline of 12.7b

bsearch3.0ms

simplify6.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
043187
157187
done57187

end0.0ms

sample2.8s

Algorithm
intervals
Results
1.7s12629×body80valid