Details

Time bar (total: 55.2s)

sample35.0ms

Algorithm
intervals
Results
25.0ms274×body80valid

simplify28.0ms

Calls
1 calls:
Slowest
28.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 25.7b

localize16.0ms

Local error

Found 2 expressions with local error:

25.7b
(/ (fma a c (* b d)) (fma d d (* c c)))
0.0b
(fma d d (* c c))

rewrite8.0ms

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
7.0ms
(/ (fma a c (* b d)) (fma d d (* c c)))
0.0ms
(fma d d (* c c))

series175.0ms

Calls
2 calls:
Slowest
124.0ms
(/ (fma a c (* b d)) (fma d d (* c c)))
51.0ms
(fma d d (* c c))

simplify1.1s

Calls
31 calls:
Slowest
407.0ms
(/ (* (* (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))))
59.0ms
(/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (* (cbrt (fma d d (* c c))) (cbrt (fma d d (* c c)))))
45.0ms
(/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) 1)
43.0ms
(/ (cbrt (fma a c (* b d))) (sqrt (fma d d (* c c))))
40.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))

prune561.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 25.3b

localize44.0ms

Local error

Found 4 expressions with local error:

27.5b
(sqrt (fma d d (* c c)))
27.5b
(sqrt (fma d d (* c c)))
16.1b
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
0.0b
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (sqrt (fma d d (* c c))))

rewrite25.0ms

Algorithm
rewrite-expression-head
Rules
276×times-frac
160×add-sqr-sqrt
158×*-un-lft-identity add-cube-cbrt
150×sqrt-prod
25×associate-/l*
12×associate-/r*
11×add-cbrt-cube add-exp-log
div-inv
pow1
expm1-log1p-u cbrt-undiv div-exp insert-posit16 log1p-expm1-u add-log-exp
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 fma-udef hypot-def
associate-/l/
Calls
4 calls:
Slowest
9.0ms
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (sqrt (fma d d (* c c))))
6.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
3.0ms
(sqrt (fma d d (* c c)))
2.0ms
(sqrt (fma d d (* c c)))

series449.0ms

Calls
4 calls:
Slowest
170.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
159.0ms
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (sqrt (fma d d (* c c))))
65.0ms
(sqrt (fma d d (* c c)))
55.0ms
(sqrt (fma d d (* c c)))

simplify17.4s

Calls
364 calls:
Slowest
497.0ms
(/ (* (* (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (/ (fma a c (* b d)) (sqrt (fma d d (* c c))))) (/ (fma a c (* b d)) (sqrt (fma d d (* c c))))) (* (* (sqrt (fma d d (* c c))) (sqrt (fma d d (* c c)))) (sqrt (fma d d (* c c)))))
245.0ms
(/ (* (* (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)))))
239.0ms
(/ (/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (sqrt (sqrt (fma d d (* c c))))) (* (cbrt (sqrt (fma d d (* c c)))) (cbrt (sqrt (fma d d (* c c))))))
213.0ms
(/ (/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (sqrt (sqrt (fma d d (* c c))))) (* (cbrt (sqrt (fma d d (* c c)))) (cbrt (sqrt (fma d d (* c c))))))
206.0ms
(/ (/ (* (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 (sqrt (fma d d (* c c)))))

prune3.6s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 14.8b

localize18.0ms

Local error

Found 4 expressions with local error:

16.1b
(/ (fma a c (* b d)) (hypot d c))
0.0b
(/ (/ (fma a c (* b d)) (hypot d c)) (hypot d c))
0.0b
(hypot d c)
0.0b
(hypot d c)

rewrite20.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
54×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
16×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
hypot-udef clear-num frac-2neg
associate-/l/
Calls
4 calls:
Slowest
12.0ms
(/ (/ (fma a c (* b d)) (hypot d c)) (hypot d c))
4.0ms
(/ (fma a c (* b d)) (hypot d c))
0.0ms
(hypot d c)
0.0ms
(hypot d c)

series510.0ms

Calls
4 calls:
Slowest
202.0ms
(/ (fma a c (* b d)) (hypot d c))
156.0ms
(/ (/ (fma a c (* b d)) (hypot d c)) (hypot d c))
81.0ms
(hypot d c)
71.0ms
(hypot d c)

simplify5.7s

Calls
135 calls:
Slowest
561.0ms
(/ (* (* (/ (fma a c (* b d)) (hypot d c)) (/ (fma a c (* b d)) (hypot d c))) (/ (fma a c (* b d)) (hypot d c))) (* (* (hypot d c) (hypot d c)) (hypot d c)))
332.0ms
(/ (* (* (fma a c (* b d)) (fma a c (* b d))) (fma a c (* b d))) (* (* (hypot d c) (hypot d c)) (hypot d c)))
202.0ms
(/ (/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (* (cbrt (hypot d c)) (cbrt (hypot d c)))) (* (cbrt (hypot d c)) (cbrt (hypot d c))))
183.0ms
(/ (/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (* (cbrt (hypot d c)) (cbrt (hypot d c)))) (sqrt (hypot d c)))
147.0ms
(/ (/ (* (* (fma a c (* b d)) (fma a c (* b d))) (fma a c (* b d))) (* (* (hypot d c) (hypot d c)) (hypot d c))) (* (* (hypot d c) (hypot d c)) (hypot d c)))

prune1.6s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 6.2b

localize24.0ms

Local error

Found 4 expressions with local error:

16.1b
(/ (fma a c (* b d)) (hypot d c))
0.0b
(/ (/ (/ (fma a c (* b d)) (hypot d c)) 1) (hypot d c))
0.0b
(hypot d c)
0.0b
(hypot d c)

rewrite34.0ms

Algorithm
rewrite-expression-head
Rules
402×times-frac
196×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
46×associate-/l*
20×add-exp-log
18×div-inv
15×add-cbrt-cube
12×div-exp
cbrt-undiv
associate-/r*
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u add-log-exp
hypot-udef clear-num frac-2neg 1-exp
associate-/l/
Calls
4 calls:
Slowest
19.0ms
(/ (/ (/ (fma a c (* b d)) (hypot d c)) 1) (hypot d c))
4.0ms
(/ (fma a c (* b d)) (hypot d c))
0.0ms
(hypot d c)
0.0ms
(hypot d c)

series466.0ms

Calls
4 calls:
Slowest
180.0ms
(/ (fma a c (* b d)) (hypot d c))
159.0ms
(/ (/ (/ (fma a c (* b d)) (hypot d c)) 1) (hypot d c))
69.0ms
(hypot d c)
58.0ms
(hypot d c)

simplify19.1s

Calls
349 calls:
Slowest
564.0ms
(/ (/ (* (* (/ (fma a c (* b d)) (hypot d c)) (/ (fma a c (* b d)) (hypot d c))) (/ (fma a c (* b d)) (hypot d c))) (* (* 1 1) 1)) (* (* (hypot d c) (hypot d c)) (hypot d c)))
350.0ms
(/ (/ (/ (cbrt (fma a c (* b d))) (cbrt (hypot d c))) 1) (hypot d c))
348.0ms
(/ (* (* (/ (/ (fma a c (* b d)) (hypot d c)) 1) (/ (/ (fma a c (* b d)) (hypot d c)) 1)) (/ (/ (fma a c (* b d)) (hypot d c)) 1)) (* (* (hypot d c) (hypot d c)) (hypot d c)))
345.0ms
(/ (/ (/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (sqrt (hypot d c))) 1) (* (cbrt (hypot d c)) (cbrt (hypot d c))))
310.0ms
(/ (* (* (fma a c (* b d)) (fma a c (* b d))) (fma a c (* b d))) (* (* (hypot d c) (hypot d c)) (hypot d c)))

prune2.6s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 6.2b

regimes295.0ms

Accuracy

36.5% (6.7b remaining)

Error of 12.5b against oracle of 5.8b and baseline of 16.4b

bsearch95.0ms

end0.0ms

sample1.2s

Algorithm
intervals
Results
1.0s8446×body80valid