Details

Time bar (total: 27.9s)

sample48.0ms

Algorithm
intervals
Results
36.0ms268×body80valid

simplify15.0ms

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

prune26.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 23.3b

localize26.0ms

Local error

Found 2 expressions with local error:

23.3b
(/ (fma a c (* b d)) (fma d d (* c c)))
0.5b
(fma a c (* b d))

rewrite5.0ms

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
Counts
2 → 41
Calls
2 calls:
Slowest
5.0ms
(/ (fma a c (* b d)) (fma d d (* c c)))
0.0ms
(fma a c (* b d))

series211.0ms

Counts
2 → 6
Calls
2 calls:
Slowest
143.0ms
(/ (fma a c (* b d)) (fma d d (* c c)))
68.0ms
(fma a c (* b d))

simplify1.6s

Counts
31 → 47
Calls
31 calls:
Slowest
752.0ms
(/ (* (* (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))))
60.0ms
(/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (* (cbrt (fma d d (* c c))) (cbrt (fma d d (* c c)))))
50.0ms
(- (log (fma a c (* b d))) (log (fma d d (* c c))))
49.0ms
(/ (sqrt (fma a c (* b d))) (* (cbrt (fma d d (* c c))) (cbrt (fma d d (* c c)))))
48.0ms
(/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (sqrt (fma d d (* c c))))

prune612.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 22.9b

localize27.0ms

Local error

Found 4 expressions with local error:

29.6b
(sqrt (fma d d (* c c)))
29.6b
(sqrt (fma d d (* c c)))
14.4b
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
0.5b
(fma a c (* b d))

rewrite17.0ms

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
Counts
4 → 87
Calls
4 calls:
Slowest
10.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
2.0ms
(sqrt (fma d d (* c c)))
2.0ms
(sqrt (fma d d (* c c)))
0.0ms
(fma a c (* b d))

series324.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
132.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
77.0ms
(sqrt (fma d d (* c c)))
69.0ms
(sqrt (fma d d (* c c)))
45.0ms
(fma a c (* b d))

simplify1.9s

Counts
68 → 99
Calls
68 calls:
Slowest
241.0ms
(/ (* (* (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)))))
88.0ms
(/ (* (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))))))
55.0ms
(/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (sqrt (sqrt (fma d d (* c c)))))
54.0ms
(/ (* (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))))))
53.0ms
(/ (sqrt (fma a c (* b d))) (sqrt (* (cbrt (fma d d (* c c))) (cbrt (fma d d (* c c))))))

prune1.4s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 21.4b

localize40.0ms

Local error

Found 4 expressions with local error:

29.6b
(sqrt (fma d d (* c c)))
14.4b
(/ (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))

rewrite25.0ms

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
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 associate-/l/
Counts
4 → 179
Calls
4 calls:
Slowest
14.0ms
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (hypot d c))
5.0ms
(/ (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))

series479.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
205.0ms
(/ (/ (fma a c (* b d)) (sqrt (fma d d (* c c)))) (hypot d c))
154.0ms
(/ (fma a c (* b d)) (sqrt (fma d d (* c c))))
71.0ms
(sqrt (fma d d (* c c)))
49.0ms
(fma a c (* b d))

simplify10.7s

Counts
224 → 191
Calls
224 calls:
Slowest
303.0ms
(/ (* (* (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)))))
253.0ms
(/ (/ (* (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))))
203.0ms
(/ (/ (* (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))))
191.0ms
(/ (/ (* (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))))
180.0ms
(/ (/ (* (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)))

prune2.5s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 4.6b

localize23.0ms

Local error

Found 4 expressions with local error:

14.4b
(/ (fma a c (* b d)) (hypot d c))
0.5b
(fma a c (* b d))
0.1b
(/ (/ (fma a c (* b d)) (hypot d c)) (hypot d c))
0.0b
(hypot d c)

rewrite15.0ms

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
clear-num frac-2neg
hypot-udef fma-udef associate-/l/
Counts
4 → 125
Calls
4 calls:
Slowest
8.0ms
(/ (/ (fma a c (* b d)) (hypot d c)) (hypot d c))
5.0ms
(/ (fma a c (* b d)) (hypot d c))
0.0ms
(fma a c (* b d))
0.0ms
(hypot d c)

series390.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
146.0ms
(/ (fma a c (* b d)) (hypot d c))
128.0ms
(/ (/ (fma a c (* b d)) (hypot d c)) (hypot d c))
70.0ms
(hypot d c)
47.0ms
(fma a c (* b d))

simplify4.4s

Counts
135 → 137
Calls
135 calls:
Slowest
378.0ms
(/ (* (* (/ (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)))
229.0ms
(/ (* (* (fma a c (* b d)) (fma a c (* b d))) (fma a c (* b d))) (* (* (hypot d c) (hypot d c)) (hypot d c)))
177.0ms
(/ (/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (sqrt (hypot d c))) (* (cbrt (hypot d c)) (cbrt (hypot d c))))
177.0ms
(/ (/ (* (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))))
115.0ms
(/ (/ (* (cbrt (fma a c (* b d))) (cbrt (fma a c (* b d)))) (* (cbrt (hypot d c)) (cbrt (hypot d c)))) (sqrt (hypot d c)))

prune1.4s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 4.6b

regimes403.0ms

Accuracy

36.4% (6.6b remaining)

Error of 12.6b against oracle of 6.0b and baseline of 16.4b

bsearch107.0ms

end0.0ms

sample1.2s

Algorithm
intervals
Results
1000.0ms8460×body80valid