Details

Time bar (total: 23.8s)

sample32.0ms

Algorithm
intervals
Results
23.0ms274×body80valid

simplify15.0ms

Calls
1 calls:
Slowest
15.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 27.0b

localize16.0ms

Local error

Found 2 expressions with local error:

27.0b
(/ (fma a c (* b d)) (fma d d (* c c)))
0.5b
(fma a c (* b d))

rewrite13.0ms

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
13.0ms
(/ (fma a c (* b d)) (fma d d (* c c)))
0.0ms
(fma a c (* b d))

series86.0ms

Calls
2 calls:
Slowest
55.0ms
(/ (fma a c (* b d)) (fma d d (* c c)))
31.0ms
(fma a c (* b d))

simplify1.0s

Calls
31 calls:
Slowest
339.0ms
(/ (* (* (fma a c (* b d)) (fma a c (* b d))) (fma a c (* b d))) (* (* (fma d d (* c c)) (fma d d (* c c))) (fma d d (* c c))))
62.0ms
(/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (* (cbrt (fma d d (* c c))) (cbrt (fma d d (* c c)))))
41.0ms
(/ (sqrt (fma a c (* b d))) (* (cbrt (fma d d (* c c))) (cbrt (fma d d (* c c)))))
35.0ms
(/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) 1)
34.0ms
(/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (sqrt (fma d d (* c c))))

prune495.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 26.5b

localize10.0ms

Local error

Found 4 expressions with local error:

28.3b
(sqrt (fma d d (* c c)))
28.3b
(sqrt (fma d d (* c c)))
18.5b
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
0.5b
(fma a c (* b d))

rewrite9.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
21×*-un-lft-identity add-cube-cbrt
18×times-frac sqrt-prod
associate-/r* add-cbrt-cube add-exp-log
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u add-log-exp
fma-udef associate-/l*
rem-sqrt-square pow1/2 hypot-def
cbrt-undiv clear-num frac-2neg div-exp div-inv
Calls
4 calls:
Slowest
5.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
2.0ms
(sqrt (fma d d (* c c)))
1.0ms
(sqrt (fma d d (* c c)))
0.0ms
(fma a c (* b d))

series186.0ms

Calls
4 calls:
Slowest
91.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
39.0ms
(fma a c (* b d))
29.0ms
(sqrt (fma d d (* c c)))
27.0ms
(sqrt (fma d d (* c c)))

simplify1.7s

Calls
66 calls:
Slowest
261.0ms
(/ (* (* (fma a c (* b d)) (fma a c (* b d))) (fma a c (* b d))) (* (* (sqrt (fma d d (* c c))) (sqrt (fma d d (* c c)))) (sqrt (fma d d (* c c)))))
55.0ms
(/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (* (cbrt (sqrt (fma d d (* c c)))) (cbrt (sqrt (fma d d (* c c))))))
45.0ms
(/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (sqrt (* (cbrt (fma d d (* c c))) (cbrt (fma d d (* c c))))))
39.0ms
(/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (sqrt 1))
38.0ms
(/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (sqrt (sqrt (fma d d (* c c)))))

prune1.2s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 23.8b

localize6.0ms

Local error

Found 4 expressions with local error:

28.3b
(sqrt (fma d d (* c c)))
18.5b
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
0.5b
(fma a c (* b d))
0.1b
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (hypot d c))

rewrite19.0ms

Algorithm
rewrite-expression-head
Rules
156×times-frac
96×add-sqr-sqrt
95×*-un-lft-identity add-cube-cbrt
51×sqrt-prod
25×associate-/l*
11×add-cbrt-cube add-exp-log
associate-/r*
div-inv
expm1-log1p-u pow1 cbrt-undiv div-exp insert-posit16 log1p-expm1-u add-log-exp
clear-num frac-2neg fma-udef
rem-sqrt-square pow1/2 hypot-def associate-/l/
Calls
4 calls:
Slowest
8.0ms
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (hypot d c))
4.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
1.0ms
(sqrt (fma d d (* c c)))
0.0ms
(fma a c (* b d))

series235.0ms

Calls
4 calls:
Slowest
107.0ms
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (hypot d c))
73.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
32.0ms
(fma a c (* b d))
23.0ms
(sqrt (fma d d (* c c)))

simplify9.1s

Calls
223 calls:
Slowest
271.0ms
(/ (* (* (fma a c (* b d)) (fma a c (* b d))) (fma a c (* b d))) (* (* (sqrt (fma d d (* c c))) (sqrt (fma d d (* c c)))) (sqrt (fma d d (* c c)))))
177.0ms
(/ (/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (* (cbrt (sqrt (fma d d (* c c)))) (cbrt (sqrt (fma d d (* c c)))))) (* (cbrt (hypot d c)) (cbrt (hypot d c))))
173.0ms
(/ (/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (sqrt (* (cbrt (fma d d (* c c))) (cbrt (fma d d (* c c)))))) (* (cbrt (hypot d c)) (cbrt (hypot d c))))
165.0ms
(/ (/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (* (cbrt (sqrt (fma d d (* c c)))) (cbrt (sqrt (fma d d (* c c)))))) (sqrt (hypot d c)))
149.0ms
(/ (/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (sqrt (sqrt (fma d d (* c c))))) (* (cbrt (hypot d c)) (cbrt (hypot d c))))

prune2.2s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 7.0b

localize13.0ms

Local error

Found 3 expressions with local error:

18.5b
(/ (fma b d (* a c)) (hypot d c))
0.1b
(/ (/ (fma b d (* a c)) (hypot d c)) (hypot d c))
0.0b
(fma b d (* a c))

rewrite13.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
53×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
16×associate-/l*
10×add-cbrt-cube add-exp-log
associate-/r* div-inv
cbrt-undiv div-exp
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u add-log-exp
clear-num frac-2neg
fma-udef associate-/l/
Calls
3 calls:
Slowest
7.0ms
(/ (/ (fma b d (* a c)) (hypot d c)) (hypot d c))
4.0ms
(/ (fma b d (* a c)) (hypot d c))
0.0ms
(fma b d (* a c))

series226.0ms

Calls
3 calls:
Slowest
100.0ms
(/ (/ (fma b d (* a c)) (hypot d c)) (hypot d c))
88.0ms
(/ (fma b d (* a c)) (hypot d c))
39.0ms
(fma b d (* a c))

simplify4.5s

Calls
132 calls:
Slowest
387.0ms
(/ (* (* (/ (fma b d (* a c)) (hypot d c)) (/ (fma b d (* a c)) (hypot d c))) (/ (fma b d (* a c)) (hypot d c))) (* (* (hypot d c) (hypot d c)) (hypot d c)))
243.0ms
(/ (* (* (fma b d (* a c)) (fma b d (* a c))) (fma b d (* a c))) (* (* (hypot d c) (hypot d c)) (hypot d c)))
155.0ms
(/ (/ (* (cbrt (fma b d (* a c))) (cbrt (fma b d (* a c)))) (sqrt (hypot d c))) (* (cbrt (hypot d c)) (cbrt (hypot d c))))
141.0ms
(/ (/ (* (cbrt (fma b d (* a c))) (cbrt (fma b d (* a c)))) (* (cbrt (hypot d c)) (cbrt (hypot d c)))) (* (cbrt (hypot d c)) (cbrt (hypot d c))))
127.0ms
(/ (/ (* (* (fma b d (* a c)) (fma b d (* a c))) (fma b d (* a c))) (* (* (hypot d c) (hypot d c)) (hypot d c))) (* (* (hypot d c) (hypot d c)) (hypot d c)))

prune1.1s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 2.5b

regimes260.0ms

Accuracy

20.5% (10.9b remaining)

Error of 13.7b against oracle of 2.8b and baseline of 16.5b

bsearch112.0ms

end0.0ms

sample1.3s

Algorithm
intervals
Results
1.1s8482×body80valid