Metrics for Numeric.Signal:interpolate from hsignal-0.2.7.1

analyze125.0ms (3.6%)

Memory

-18.1MiB live, 56.5MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.8%	0.2%	0%	0%	0%	0
0%	0%	99.8%	0.2%	0%	0%	0%	1
0%	0%	99.8%	0.2%	0%	0%	0%	2
0%	0%	99.8%	0.2%	0%	0%	0%	3
0%	0%	99.8%	0.2%	0%	0%	0%	4
0%	0%	99.8%	0.2%	0%	0%	0%	5
50%	49.9%	49.9%	0.2%	0%	0%	0%	6
50%	49.9%	49.9%	0.2%	0%	0%	0%	7
50%	49.9%	49.9%	0.2%	0%	0%	0%	8
50%	49.9%	49.9%	0.2%	0%	0%	0%	9
50%	49.9%	49.9%	0.2%	0%	0%	0%	10
75%	74.8%	24.9%	0.2%	0%	0%	0%	11
75%	74.8%	24.9%	0.2%	0%	0%	0%	12

Compiler

Compiled 34 to 25 computations (26.5% saved)

sample3.3s (93.4%)

Memory

28.8MiB live, 1 075.8MiB allocated

Samples

556.0ms	6 948×	73	valid-sollya
482.0ms	6 948×	73	valid-baseline
390.0ms	6 948×	73	valid-rival
108.0ms	418×	584	valid-baseline
87.0ms	277×	1168	valid-baseline
74.0ms	360×	292	valid-baseline
49.0ms	418×	584	valid-sollya
47.0ms	418×	584	valid-rival
42.0ms	360×	292	valid-rival
38.0ms	277×	1168	valid-sollya
34.0ms	277×	1168	valid-rival
30.0ms	230×	146	valid-baseline
29.0ms	360×	292	valid-sollya
24.0ms	230×	146	valid-rival
18.0ms	230×	146	valid-sollya
9.0ms	23×	2336	valid-baseline
4.0ms	23×	2336	valid-sollya
3.0ms	23×	2336	valid-rival

Precisions

Click to see Rival histograms. Total time spent on operations: 321.0ms

ival-sub: 129.0ms (40.2% of total)

ival-div: 65.0ms (20.2% of total)

ival-mult: 55.0ms (17.1% of total)

ival-add: 40.0ms (12.5% of total)

adjust: 22.0ms (6.8% of total)

ival-true: 7.0ms (2.2% of total)

ival-assert: 3.0ms (0.9% of total)

Precisions

Click to see Base histograms. Total time spent on operations: 366.0ms

ival-sub: 163.0ms (44.5% of total)

ival-div: 77.0ms (21% of total)

ival-mult: 67.0ms (18.3% of total)

ival-add: 52.0ms (14.2% of total)

const: 8.0ms (2.2% of total)

Bogosity

preprocess86.0ms (2.5%)

Memory

-6.8MiB live, 23.9MiB allocated

Algorithm

1×	egg-herbie

Rules

567×	`associate-l`
554×	`associate-+l+`
275×	`fmm-def`
259×	`associate--r+`
247×	`distribute-rgt-in`

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	94	1344
1	252	1232
2	752	1212
3	3309	1212

Stop Event

1×	node limit

Calls

Call 1

Inputs
(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z))))
(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z))))
(+.f64 (neg.f64 x) (*.f64 (-.f64 y z) (/.f64 (-.f64 t (neg.f64 x)) (-.f64 a z))))
(+.f64 x (*.f64 (-.f64 (neg.f64 y) z) (/.f64 (-.f64 t x) (-.f64 a z))))
(+.f64 x (*.f64 (-.f64 y (neg.f64 z)) (/.f64 (-.f64 t x) (-.f64 a (neg.f64 z)))))
(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 (neg.f64 t) x) (-.f64 a z))))
(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 (neg.f64 a) z))))
(neg.f64 (+.f64 (neg.f64 x) (*.f64 (-.f64 y z) (/.f64 (-.f64 t (neg.f64 x)) (-.f64 a z)))))
(neg.f64 (+.f64 x (*.f64 (-.f64 (neg.f64 y) z) (/.f64 (-.f64 t x) (-.f64 a z)))))
(neg.f64 (+.f64 x (*.f64 (-.f64 y (neg.f64 z)) (/.f64 (-.f64 t x) (-.f64 a (neg.f64 z))))))
(neg.f64 (+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 (neg.f64 t) x) (-.f64 a z)))))
(neg.f64 (+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 (neg.f64 a) z)))))
(+.f64 y (*.f64 (-.f64 x z) (/.f64 (-.f64 t y) (-.f64 a z))))
(+.f64 z (*.f64 (-.f64 y x) (/.f64 (-.f64 t z) (-.f64 a x))))
(+.f64 t (*.f64 (-.f64 y z) (/.f64 (-.f64 x t) (-.f64 a z))))
(+.f64 a (*.f64 (-.f64 y z) (/.f64 (-.f64 t a) (-.f64 x z))))
(+.f64 x (*.f64 (-.f64 z y) (/.f64 (-.f64 t x) (-.f64 a y))))
(+.f64 x (*.f64 (-.f64 t z) (/.f64 (-.f64 y x) (-.f64 a z))))
(+.f64 x (*.f64 (-.f64 a z) (/.f64 (-.f64 t x) (-.f64 y z))))
(+.f64 x (*.f64 (-.f64 y t) (/.f64 (-.f64 z x) (-.f64 a t))))
(+.f64 x (*.f64 (-.f64 y a) (/.f64 (-.f64 t x) (-.f64 z a))))
(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 a x) (-.f64 t z))))

Outputs
(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z))))
(fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z)) x)
(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z))))
(fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z)) x)
(+.f64 (neg.f64 x) (*.f64 (-.f64 y z) (/.f64 (-.f64 t (neg.f64 x)) (-.f64 a z))))
(-.f64 (*.f64 (-.f64 y z) (/.f64 (+.f64 x t) (-.f64 a z))) x)
(-.f64 (*.f64 (+.f64 x t) (/.f64 (-.f64 y z) (-.f64 a z))) x)
(+.f64 x (*.f64 (-.f64 (neg.f64 y) z) (/.f64 (-.f64 t x) (-.f64 a z))))
(+.f64 x (*.f64 (/.f64 (-.f64 t x) (-.f64 a z)) (-.f64 (neg.f64 y) z)))
(fma.f64 (/.f64 (-.f64 t x) (-.f64 a z)) (-.f64 (neg.f64 y) z) x)
(+.f64 x (*.f64 (+.f64 y z) (/.f64 (-.f64 t x) (-.f64 z a))))
(+.f64 x (*.f64 (-.f64 y (neg.f64 z)) (/.f64 (-.f64 t x) (-.f64 a (neg.f64 z)))))
(fma.f64 (+.f64 y z) (/.f64 (-.f64 t x) (+.f64 z a)) x)
(fma.f64 (-.f64 t x) (/.f64 (+.f64 y z) (+.f64 z a)) x)
(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 (neg.f64 t) x) (-.f64 a z))))
(fma.f64 (-.f64 y z) (/.f64 (-.f64 (neg.f64 t) x) (-.f64 a z)) x)
(fma.f64 (/.f64 (+.f64 x t) (-.f64 a z)) (-.f64 z y) x)
(fma.f64 (-.f64 y z) (/.f64 (+.f64 x t) (-.f64 z a)) x)
(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 (neg.f64 a) z))))
(fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 (neg.f64 a) z)) x)
(fma.f64 (-.f64 y z) (/.f64 (-.f64 x t) (+.f64 z a)) x)
(neg.f64 (+.f64 (neg.f64 x) (*.f64 (-.f64 y z) (/.f64 (-.f64 t (neg.f64 x)) (-.f64 a z)))))
(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 (neg.f64 t) x) (-.f64 a z))))
(fma.f64 (-.f64 y z) (/.f64 (-.f64 (neg.f64 t) x) (-.f64 a z)) x)
(fma.f64 (/.f64 (+.f64 x t) (-.f64 a z)) (-.f64 z y) x)
(fma.f64 (-.f64 y z) (/.f64 (+.f64 x t) (-.f64 z a)) x)
(neg.f64 (+.f64 x (*.f64 (-.f64 (neg.f64 y) z) (/.f64 (-.f64 t x) (-.f64 a z)))))
(neg.f64 (+.f64 x (*.f64 (/.f64 (-.f64 t x) (-.f64 a z)) (-.f64 (neg.f64 y) z))))
(neg.f64 (fma.f64 (/.f64 (-.f64 t x) (-.f64 a z)) (-.f64 (neg.f64 y) z) x))
(-.f64 (*.f64 (/.f64 (-.f64 t x) (-.f64 a z)) (+.f64 y z)) x)
(neg.f64 (+.f64 x (*.f64 (-.f64 y (neg.f64 z)) (/.f64 (-.f64 t x) (-.f64 a (neg.f64 z))))))
(neg.f64 (fma.f64 (+.f64 y z) (/.f64 (-.f64 t x) (+.f64 z a)) x))
(-.f64 (*.f64 (-.f64 x t) (/.f64 (+.f64 y z) (+.f64 z a))) x)
(neg.f64 (+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 (neg.f64 t) x) (-.f64 a z)))))
(+.f64 (neg.f64 x) (*.f64 (-.f64 y z) (/.f64 (-.f64 t (neg.f64 x)) (-.f64 a z))))
(-.f64 (*.f64 (-.f64 y z) (/.f64 (+.f64 x t) (-.f64 a z))) x)
(-.f64 (*.f64 (+.f64 x t) (/.f64 (-.f64 y z) (-.f64 a z))) x)
(neg.f64 (+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 (neg.f64 a) z)))))
(neg.f64 (fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 (neg.f64 a) z)) x))
(fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (+.f64 z a)) (neg.f64 x))
(+.f64 y (*.f64 (-.f64 x z) (/.f64 (-.f64 t y) (-.f64 a z))))
(fma.f64 (-.f64 x z) (/.f64 (-.f64 t y) (-.f64 a z)) y)
(+.f64 z (*.f64 (-.f64 y x) (/.f64 (-.f64 t z) (-.f64 a x))))
(fma.f64 (-.f64 y x) (/.f64 (-.f64 t z) (-.f64 a x)) z)
(+.f64 t (*.f64 (-.f64 y z) (/.f64 (-.f64 x t) (-.f64 a z))))
(fma.f64 (-.f64 y z) (/.f64 (-.f64 x t) (-.f64 a z)) t)
(fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 z a)) t)
(+.f64 a (*.f64 (-.f64 y z) (/.f64 (-.f64 t a) (-.f64 x z))))
(fma.f64 (-.f64 y z) (/.f64 (-.f64 t a) (-.f64 x z)) a)
(+.f64 x (*.f64 (-.f64 z y) (/.f64 (-.f64 t x) (-.f64 a y))))
(fma.f64 (-.f64 z y) (/.f64 (-.f64 t x) (-.f64 a y)) x)
(fma.f64 (/.f64 (-.f64 t x) (-.f64 a y)) (-.f64 z y) x)
(fma.f64 (-.f64 t x) (/.f64 (-.f64 z y) (-.f64 a y)) x)
(+.f64 x (*.f64 (-.f64 t z) (/.f64 (-.f64 y x) (-.f64 a z))))
(fma.f64 (-.f64 t z) (/.f64 (-.f64 y x) (-.f64 a z)) x)
(fma.f64 (-.f64 y x) (/.f64 (-.f64 t z) (-.f64 a z)) x)
(+.f64 x (*.f64 (-.f64 a z) (/.f64 (-.f64 t x) (-.f64 y z))))
(fma.f64 (-.f64 a z) (/.f64 (-.f64 t x) (-.f64 y z)) x)
(fma.f64 (-.f64 t x) (/.f64 (-.f64 a z) (-.f64 y z)) x)
(+.f64 x (*.f64 (-.f64 y t) (/.f64 (-.f64 z x) (-.f64 a t))))
(fma.f64 (-.f64 y t) (/.f64 (-.f64 z x) (-.f64 a t)) x)
(fma.f64 (-.f64 z x) (/.f64 (-.f64 y t) (-.f64 a t)) x)
(+.f64 x (*.f64 (-.f64 y a) (/.f64 (-.f64 t x) (-.f64 z a))))
(fma.f64 (-.f64 y a) (/.f64 (-.f64 t x) (-.f64 z a)) x)
(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 a x) (-.f64 t z))))
(fma.f64 (-.f64 y z) (/.f64 (-.f64 a x) (-.f64 t z)) x)

Compiler

Compiled 18 to 11 computations (38.9% saved)

eval0.0ms (0%)

Memory: 0.3MiB live, 0.3MiB allocated
Compiler: Compiled 5 to 5 computations (0% saved)

prune1.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
	83.2%	(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z))))

Compiler

Compiled 36 to 22 computations (38.9% saved)

simplify2.0ms (0.1%)

Memory

0.5MiB live, 0.5MiB allocated

Algorithm

1×	egg-herbie

Rules

6×	`+-commutative`
5×	`sub-neg`
3×	`*-commutative`
2×	`neg-sub0`
2×	`neg-mul-1`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	19	58
1	27	58
2	36	58
3	40	58
4	42	58

Stop Event

1×

saturated

Calls

Call 1

Inputs
(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z))))

Outputs
(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z))))

soundness0.0ms (0%)

Memory

0.3MiB live, 0.3MiB allocated

Stop Event

1×

fuel

Compiler

Compiled 18 to 11 computations (38.9% saved)

preprocess15.0ms (0.4%)

Memory: 7.1MiB live, 22.7MiB allocated
Compiler: Compiled 72 to 44 computations (38.9% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze125.0ms (3.6%)

sample3.3s (93.4%)

preprocess86.0ms (2.5%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify2.0ms (0.1%)

soundness0.0ms (0%)

preprocess15.0ms (0.4%)

end0.0ms (0%)

Profiling