Details

Time bar (total: 29.9s)

sample55.0ms

Algorithm
intervals
Results
40.0ms269×body80valid

simplify29.0ms

Calls
1 calls:
Slowest
29.0ms
(/ (+ (* x.re y.re) (* x.im y.im)) (+ (* y.re y.re) (* y.im y.im)))

prune33.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 27.6b

localize33.0ms

Local error

Found 2 expressions with local error:

27.6b
(/ (fma x.re y.re (* x.im y.im)) (fma y.im y.im (* y.re y.re)))
0.3b
(fma x.re y.re (* x.im y.im))

rewrite10.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-cbrt-cube add-exp-log
associate-/r* associate-/l*
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u add-log-exp
cbrt-undiv clear-num frac-2neg div-exp fma-udef div-inv
Calls
2 calls:
Slowest
9.0ms
(/ (fma x.re y.re (* x.im y.im)) (fma y.im y.im (* y.re y.re)))
0.0ms
(fma x.re y.re (* x.im y.im))

series193.0ms

Calls
2 calls:
Slowest
131.0ms
(/ (fma x.re y.re (* x.im y.im)) (fma y.im y.im (* y.re y.re)))
62.0ms
(fma x.re y.re (* x.im y.im))

simplify1.0s

Calls
31 calls:
Slowest
368.0ms
(/ (* (* (fma x.re y.re (* x.im y.im)) (fma x.re y.re (* x.im y.im))) (fma x.re y.re (* x.im y.im))) (* (* (fma y.im y.im (* y.re y.re)) (fma y.im y.im (* y.re y.re))) (fma y.im y.im (* y.re y.re))))
57.0ms
(/ (* (cbrt (fma x.re y.re (* x.im y.im))) (cbrt (fma x.re y.re (* x.im y.im)))) (* (cbrt (fma y.im y.im (* y.re y.re))) (cbrt (fma y.im y.im (* y.re y.re)))))
46.0ms
(/ (* (cbrt (fma x.re y.re (* x.im y.im))) (cbrt (fma x.re y.re (* x.im y.im)))) (sqrt (fma y.im y.im (* y.re y.re))))
45.0ms
(- (log (fma x.re y.re (* x.im y.im))) (log (fma y.im y.im (* y.re y.re))))
39.0ms
(/ (fma x.re y.re (* x.im y.im)) (sqrt (fma y.im y.im (* y.re y.re))))

prune627.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 27.1b

localize26.0ms

Local error

Found 4 expressions with local error:

30.8b
(sqrt (fma y.im y.im (* y.re y.re)))
30.8b
(sqrt (fma y.im y.im (* y.re y.re)))
17.7b
(/ (fma x.re y.re (* x.im y.im)) (sqrt (fma y.im y.im (* y.re y.re))))
0.3b
(fma x.re y.re (* x.im y.im))

rewrite8.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
21×*-un-lft-identity add-cube-cbrt
18×times-frac sqrt-prod
pow1 associate-/r* add-cbrt-cube add-exp-log
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
fma-udef associate-/l*
rem-sqrt-square sqrt-pow1 pow1/2 hypot-def
cbrt-undiv clear-num frac-2neg div-exp div-inv
Calls
4 calls:
Slowest
5.0ms
(/ (fma x.re y.re (* x.im y.im)) (sqrt (fma y.im y.im (* y.re y.re))))
1.0ms
(sqrt (fma y.im y.im (* y.re y.re)))
1.0ms
(sqrt (fma y.im y.im (* y.re y.re)))
0.0ms
(fma x.re y.re (* x.im y.im))

series367.0ms

Calls
4 calls:
Slowest
171.0ms
(/ (fma x.re y.re (* x.im y.im)) (sqrt (fma y.im y.im (* y.re y.re))))
71.0ms
(sqrt (fma y.im y.im (* y.re y.re)))
71.0ms
(fma x.re y.re (* x.im y.im))
54.0ms
(sqrt (fma y.im y.im (* y.re y.re)))

simplify2.0s

Calls
68 calls:
Slowest
334.0ms
(/ (* (* (fma x.re y.re (* x.im y.im)) (fma x.re y.re (* x.im y.im))) (fma x.re y.re (* x.im y.im))) (* (* (sqrt (fma y.im y.im (* y.re y.re))) (sqrt (fma y.im y.im (* y.re y.re)))) (sqrt (fma y.im y.im (* y.re y.re)))))
95.0ms
(/ (* (cbrt (fma x.re y.re (* x.im y.im))) (cbrt (fma x.re y.re (* x.im y.im)))) (* (cbrt (sqrt (fma y.im y.im (* y.re y.re)))) (cbrt (sqrt (fma y.im y.im (* y.re y.re))))))
64.0ms
(/ (* (cbrt (fma x.re y.re (* x.im y.im))) (cbrt (fma x.re y.re (* x.im y.im)))) (sqrt 1))
53.0ms
(/ (sqrt (fma x.re y.re (* x.im y.im))) (sqrt (* (cbrt (fma y.im y.im (* y.re y.re))) (cbrt (fma y.im y.im (* y.re y.re))))))
51.0ms
(- (log (fma x.re y.re (* x.im y.im))) (log (sqrt (fma y.im y.im (* y.re y.re)))))

prune1.5s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 25.0b

localize55.0ms

Local error

Found 4 expressions with local error:

30.8b
(sqrt (fma y.im y.im (* y.re y.re)))
17.7b
(/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re))
0.3b
(fma x.re y.re (* x.im y.im))
0.1b
(/ (/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re)) (sqrt (fma y.im y.im (* y.re y.re))))

rewrite29.0ms

Algorithm
rewrite-expression-head
Rules
150×times-frac
93×add-sqr-sqrt
92×*-un-lft-identity add-cube-cbrt
45×sqrt-prod
19×associate-/l*
12×associate-/r*
11×add-cbrt-cube add-exp-log
div-inv associate-/l/
pow1
expm1-log1p-u cbrt-undiv div-exp insert-posit16 log1p-expm1-u add-log-exp
clear-num frac-2neg
fma-udef
rem-sqrt-square sqrt-pow1 pow1/2 hypot-def
Calls
4 calls:
Slowest
15.0ms
(/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re))
10.0ms
(/ (/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re)) (sqrt (fma y.im y.im (* y.re y.re))))
3.0ms
(sqrt (fma y.im y.im (* y.re y.re)))
0.0ms
(fma x.re y.re (* x.im y.im))

series514.0ms

Calls
4 calls:
Slowest
204.0ms
(/ (/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re)) (sqrt (fma y.im y.im (* y.re y.re))))
183.0ms
(/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re))
67.0ms
(sqrt (fma y.im y.im (* y.re y.re)))
61.0ms
(fma x.re y.re (* x.im y.im))

simplify11.2s

Calls
227 calls:
Slowest
451.0ms
(/ (cbrt (/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re))) (cbrt (sqrt (fma y.im y.im (* y.re y.re)))))
358.0ms
(/ (/ (* (cbrt (fma x.re y.re (* x.im y.im))) (cbrt (fma x.re y.re (* x.im y.im)))) (* (cbrt (hypot y.im y.re)) (cbrt (hypot y.im y.re)))) (* (cbrt (sqrt (fma y.im y.im (* y.re y.re)))) (cbrt (sqrt (fma y.im y.im (* y.re y.re))))))
307.0ms
(/ (* (* (fma x.re y.re (* x.im y.im)) (fma x.re y.re (* x.im y.im))) (fma x.re y.re (* x.im y.im))) (* (* (hypot y.im y.re) (hypot y.im y.re)) (hypot y.im y.re)))
218.0ms
(/ (/ (* (cbrt (fma x.re y.re (* x.im y.im))) (cbrt (fma x.re y.re (* x.im y.im)))) (* (cbrt (hypot y.im y.re)) (cbrt (hypot y.im y.re)))) (sqrt (* (cbrt (fma y.im y.im (* y.re y.re))) (cbrt (fma y.im y.im (* y.re y.re))))))
185.0ms
(/ (/ (* (cbrt (fma x.re y.re (* x.im y.im))) (cbrt (fma x.re y.re (* x.im y.im)))) (* (cbrt (hypot y.im y.re)) (cbrt (hypot y.im y.re)))) (sqrt (sqrt (fma y.im y.im (* y.re y.re)))))

prune2.7s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 15.9b

localize38.0ms

Local error

Found 3 expressions with local error:

17.7b
(/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re))
0.3b
(fma x.re y.re (* x.im y.im))
0.1b
(/ (/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re)) (hypot y.im y.re))

rewrite31.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
55×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
19×associate-/l*
10×add-cbrt-cube add-exp-log
associate-/r* associate-/l/
div-inv
cbrt-undiv div-exp
expm1-log1p-u pow1 clear-num frac-2neg insert-posit16 log1p-expm1-u add-log-exp
fma-udef
Calls
3 calls:
Slowest
18.0ms
(/ (/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re)) (hypot y.im y.re))
9.0ms
(/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re))
0.0ms
(fma x.re y.re (* x.im y.im))

series349.0ms

Calls
3 calls:
Slowest
160.0ms
(/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re))
133.0ms
(/ (/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re)) (hypot y.im y.re))
55.0ms
(fma x.re y.re (* x.im y.im))

simplify5.8s

Calls
138 calls:
Slowest
446.0ms
(/ (* (* (/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re)) (/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re))) (/ (fma x.re y.re (* x.im y.im)) (hypot y.im y.re))) (* (* (hypot y.im y.re) (hypot y.im y.re)) (hypot y.im y.re)))
240.0ms
(/ (* (* (fma x.re y.re (* x.im y.im)) (fma x.re y.re (* x.im y.im))) (fma x.re y.re (* x.im y.im))) (* (* (hypot y.im y.re) (hypot y.im y.re)) (hypot y.im y.re)))
222.0ms
(/ (/ (* (cbrt (fma x.re y.re (* x.im y.im))) (cbrt (fma x.re y.re (* x.im y.im)))) (* (cbrt (hypot y.im y.re)) (cbrt (hypot y.im y.re)))) (* (cbrt (hypot y.im y.re)) (cbrt (hypot y.im y.re))))
199.0ms
(/ (/ (* (* (fma x.re y.re (* x.im y.im)) (fma x.re y.re (* x.im y.im))) (fma x.re y.re (* x.im y.im))) (* (* (hypot y.im y.re) (hypot y.im y.re)) (hypot y.im y.re))) (* (* (hypot y.im y.re) (hypot y.im y.re)) (hypot y.im y.re)))
193.0ms
(/ (/ (* (cbrt (fma x.re y.re (* x.im y.im))) (cbrt (fma x.re y.re (* x.im y.im)))) (sqrt (hypot y.im y.re))) (* (cbrt (hypot y.im y.re)) (cbrt (hypot y.im y.re))))

prune1.6s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 7.1b

regimes349.0ms

Accuracy

35.5% (7.0b remaining)

Error of 12.7b against oracle of 5.7b and baseline of 16.5b

bsearch160.0ms

end0.0ms

sample1.3s

Algorithm
intervals
Results
1.1s8413×body80valid