Details

Time bar (total: 20.3s)

sample95.0ms

Algorithm
intervals
Results
63.0ms389×body80valid

simplify2.3s

Counts
1 → 1
Iterations
IterNodes
done5000
51681
4803
3296
298
138
018

prune24.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 4.7b

localize50.0ms

Local error

Found 4 expressions with local error:

0.1b
(fma (* y 9.0) x b)
0.5b
(- (/ (fma (* y 9.0) x b) z) (* (* a t) 4.0))
1.5b
(/ (fma (* y 9.0) x b) z)
9.5b
(/ (- (/ (fma (* y 9.0) x b) z) (* (* a t) 4.0)) c)

rewrite122.0ms

Algorithm
rewrite-expression-head
Rules
36×times-frac
34×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
13×fma-neg prod-diff
add-cbrt-cube add-exp-log
associate-/r* associate-/l* add-log-exp
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u div-inv
cbrt-undiv clear-num frac-2neg flip3-- div-exp flip-- associate-/l/
sub-neg diff-log div-sub fma-udef
Counts
4 → 115
Calls
4 calls:
0.0ms
(fma (* y 9.0) x b)
36.0ms
(- (/ (fma (* y 9.0) x b) z) (* (* a t) 4.0))
8.0ms
(/ (fma (* y 9.0) x b) z)
74.0ms
(/ (- (/ (fma (* y 9.0) x b) z) (* (* a t) 4.0)) c)

series705.0ms

Counts
4 → 12
Calls
4 calls:
73.0ms
(fma (* y 9.0) x b)
234.0ms
(- (/ (fma (* y 9.0) x b) z) (* (* a t) 4.0))
128.0ms
(/ (fma (* y 9.0) x b) z)
269.0ms
(/ (- (/ (fma (* y 9.0) x b) z) (* (* a t) 4.0)) c)

simplify1.7s

Counts
127 → 127
Iterations
IterNodes
done5000
21298
1392
0174

prune1.1s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 4.5b

localize33.0ms

Local error

Found 4 expressions with local error:

0.2b
(* 9.0 (/ (* x y) (* z c)))
3.8b
(/ (* t a) c)
5.6b
(/ b (* z c))
8.1b
(/ (* x y) (* z c))

rewrite82.0ms

Algorithm
rewrite-expression-head
Rules
44×add-cbrt-cube add-exp-log
15×prod-exp cbrt-unprod
12×add-sqr-sqrt cbrt-undiv div-exp
10×*-un-lft-identity add-cube-cbrt
times-frac
pow1
associate-/r* associate-*r* associate-/l*
expm1-log1p-u insert-posit16 log1p-expm1-u div-inv add-log-exp
clear-num frac-2neg associate-*l*
pow-prod-down associate-*r/ *-commutative unswap-sqr
Counts
4 → 104
Calls
4 calls:
26.0ms
(* 9.0 (/ (* x y) (* z c)))
10.0ms
(/ (* t a) c)
13.0ms
(/ b (* z c))
30.0ms
(/ (* x y) (* z c))

series165.0ms

Counts
4 → 12
Calls
4 calls:
76.0ms
(* 9.0 (/ (* x y) (* z c)))
25.0ms
(/ (* t a) c)
24.0ms
(/ b (* z c))
39.0ms
(/ (* x y) (* z c))

simplify1.7s

Counts
116 → 116
Iterations
IterNodes
done5000
21956
1437
0172

prune880.0ms

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 0.0b

localize56.0ms

Local error

Found 4 expressions with local error:

0.2b
(* 9.0 (/ (* x y) (* z c)))
5.0b
(* t (/ a c))
5.6b
(/ b (* z c))
8.1b
(/ (* x y) (* z c))

rewrite95.0ms

Algorithm
rewrite-expression-head
Rules
44×add-cbrt-cube add-exp-log
23×add-sqr-sqrt
18×associate-*r*
16×*-un-lft-identity prod-exp add-cube-cbrt cbrt-unprod
15×times-frac
11×cbrt-undiv div-exp
pow1
associate-*l*
expm1-log1p-u insert-posit16 log1p-expm1-u div-inv associate-/l* add-log-exp
unswap-sqr
clear-num associate-/r* frac-2neg pow-prod-down associate-*r/ *-commutative
Counts
4 → 115
Calls
4 calls:
37.0ms
(* 9.0 (/ (* x y) (* z c)))
18.0ms
(* t (/ a c))
14.0ms
(/ b (* z c))
25.0ms
(/ (* x y) (* z c))

series195.0ms

Counts
4 → 12
Calls
4 calls:
65.0ms
(* 9.0 (/ (* x y) (* z c)))
43.0ms
(* t (/ a c))
39.0ms
(/ b (* z c))
48.0ms
(/ (* x y) (* z c))

simplify1.6s

Counts
127 → 127
Iterations
IterNodes
done5030
21965
1488
0192

prune982.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 0.0b

localize71.0ms

Local error

Found 4 expressions with local error:

5.0b
(* t (/ a c))
5.3b
(/ (* z c) y)
5.6b
(/ b (* z c))
6.8b
(/ x (/ (* z c) y))

rewrite41.0ms

Algorithm
rewrite-expression-head
Rules
49×times-frac
37×add-sqr-sqrt
32×*-un-lft-identity add-cube-cbrt
28×add-cbrt-cube add-exp-log
13×associate-*r*
11×associate-/r*
10×cbrt-undiv div-exp
div-inv
associate-/l*
pow1
prod-exp cbrt-unprod
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
clear-num frac-2neg associate-*l*
unswap-sqr
pow-prod-down associate-*r/ associate-/r/ *-commutative
Counts
4 → 134
Calls
4 calls:
9.0ms
(* t (/ a c))
9.0ms
(/ (* z c) y)
7.0ms
(/ b (* z c))
14.0ms
(/ x (/ (* z c) y))

series187.0ms

Counts
4 → 12
Calls
4 calls:
40.0ms
(* t (/ a c))
39.0ms
(/ (* z c) y)
35.0ms
(/ b (* z c))
73.0ms
(/ x (/ (* z c) y))

simplify1.6s

Counts
146 → 146
Iterations
IterNodes
done5005
22131
1568
0229

prune1.1s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 0.0b

regimes1.8s

Accuracy

54.4% (4.6b remaining)

Error of 4.7b against oracle of 0.1b and baseline of 10.2b

bsearch5.0ms

simplify26.0ms

Iterations
IterNodes
done72
172
052

end0.0ms

sample3.5s

Algorithm
intervals
Results
2.7s12721×body80valid