Details

Time bar (total: 20.0s)

sample50.0ms

Algorithm
intervals
Results
26.0ms424×body80valid

simplify1.8s

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

prune33.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 6.5b

localize56.0ms

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))
2.2b
(/ (fma (* y 9.0) x b) z)
11.0b
(/ (- (/ (fma (* y 9.0) x b) z) (* (* a t) 4.0)) c)

rewrite167.0ms

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)
53.0ms
(- (/ (fma (* y 9.0) x b) z) (* (* a t) 4.0))
10.0ms
(/ (fma (* y 9.0) x b) z)
101.0ms
(/ (- (/ (fma (* y 9.0) x b) z) (* (* a t) 4.0)) c)

series644.0ms

Counts
4 → 12
Calls
4 calls:
41.0ms
(fma (* y 9.0) x b)
246.0ms
(- (/ (fma (* y 9.0) x b) z) (* (* a t) 4.0))
109.0ms
(/ (fma (* y 9.0) x b) z)
248.0ms
(/ (- (/ (fma (* y 9.0) x b) z) (* (* a t) 4.0)) c)

simplify1.6s

Counts
127 → 127
Iterations
IterNodes
done5000
21298
1392
0174

prune1.1s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 6.4b

localize45.0ms

Local error

Found 4 expressions with local error:

0.2b
(* 9.0 (/ (* x y) (* z c)))
2.8b
(/ b (* z c))
6.2b
(/ (* t a) c)
8.6b
(/ (* x y) (* z c))

rewrite76.0ms

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:
36.0ms
(* 9.0 (/ (* x y) (* z c)))
11.0ms
(/ b (* z c))
11.0ms
(/ (* t a) c)
15.0ms
(/ (* x y) (* z c))

series163.0ms

Counts
4 → 12
Calls
4 calls:
63.0ms
(* 9.0 (/ (* x y) (* z c)))
28.0ms
(/ b (* z c))
35.0ms
(/ (* t a) c)
36.0ms
(/ (* x y) (* z c))

simplify1.3s

Counts
116 → 116
Iterations
IterNodes
done5013
21934
1436
0172

prune1.0s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 0.0b

localize66.0ms

Local error

Found 4 expressions with local error:

0.2b
(* 9.0 (/ (* x y) (* z c)))
2.8b
(/ b (* z c))
4.3b
(/ t (/ c a))
8.6b
(/ (* x y) (* z c))

rewrite95.0ms

Algorithm
rewrite-expression-head
Rules
80×times-frac
52×add-sqr-sqrt
50×*-un-lft-identity add-cube-cbrt
44×add-cbrt-cube add-exp-log
15×associate-/r*
14×prod-exp cbrt-unprod
13×cbrt-undiv div-exp
div-inv
associate-/l*
pow1
associate-*r*
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
clear-num frac-2neg associate-*l*
pow-prod-down associate-*r/ associate-/r/ *-commutative unswap-sqr
Counts
4 → 153
Calls
4 calls:
45.0ms
(* 9.0 (/ (* x y) (* z c)))
16.0ms
(/ b (* z c))
12.0ms
(/ t (/ c a))
14.0ms
(/ (* x y) (* z c))

series191.0ms

Counts
4 → 12
Calls
4 calls:
60.0ms
(* 9.0 (/ (* x y) (* z c)))
35.0ms
(/ b (* z c))
40.0ms
(/ t (/ c a))
55.0ms
(/ (* x y) (* z c))

simplify1.9s

Counts
165 → 165
Iterations
IterNodes
done5362
22479
1681
0272

prune1.4s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 0.0b

localize51.0ms

Local error

Found 4 expressions with local error:

2.8b
(/ b (* z c))
4.3b
(/ t (/ c a))
4.4b
(/ (* z c) y)
5.6b
(/ x (/ (* z c) y))

rewrite89.0ms

Algorithm
rewrite-expression-head
Rules
114×times-frac
66×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
28×add-cbrt-cube add-exp-log
24×associate-/r*
12×cbrt-undiv div-exp div-inv
10×associate-/l*
expm1-log1p-u pow1 clear-num frac-2neg insert-posit16 log1p-expm1-u add-log-exp
prod-exp cbrt-unprod
associate-/r/
Counts
4 → 172
Calls
4 calls:
16.0ms
(/ b (* z c))
18.0ms
(/ t (/ c a))
21.0ms
(/ (* z c) y)
24.0ms
(/ x (/ (* z c) y))

series138.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(/ b (* z c))
32.0ms
(/ t (/ c a))
26.0ms
(/ (* z c) y)
50.0ms
(/ x (/ (* z c) y))

simplify1.5s

Counts
184 → 184
Iterations
IterNodes
done5007
22584
1752
0309

prune1.5s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 0.0b

regimes2.5s

Accuracy

66.2% (3.2b remaining)

Error of 3.3b against oracle of 0.0b and baseline of 9.5b

bsearch5.0ms

simplify24.0ms

Iterations
IterNodes
done75
175
057

end0.0ms

sample2.5s

Algorithm
intervals
Results
1.8s12941×body80valid