Metrics for Numeric.Signal:interpolate from hsignal-0.2.7.1

analyze906.0ms (3.1%)

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 19 to 12 computations (36.8% saved)

sample27.5s (93.8%)

Results

1.7s	6951×	0	valid-rival
989.0ms	6896×	0	valid-sollya
727.0ms	1067×	1	valid-rival
188.0ms	1052×	1	valid-sollya
335.0ms	238×	2	valid-rival
64.0ms	234×	2	valid-sollya
275.0ms	55×	0	exit-sollya
75.0ms	15×	1	exit-sollya
20.0ms	4×	2	exit-sollya

Bogosity

preprocess558.0ms (1.9%)

Algorithm

1×	egg-herbie

Rules

566×	`associate-l`
554×	`associate-+l+`
287×	`unsub-neg`
275×	`fma-neg`
259×	`associate--r+`

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

eval1.0ms (0%)

Compiler: Compiled 5 to 5 computations (0% saved)

prune3.0ms (0%)

Alt Table

Click to see full alt table

Status	Accuracy	Program
	76.1%	(+.f64 x (*.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z))))

Compiler

Compiled 36 to 22 computations (38.9% saved)

simplify7.0ms (0%)

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))))

soundness1.0ms (0%)

Stop Event

1×

fuel

Compiler

Compiled 18 to 11 computations (38.9% saved)

preprocess356.0ms (1.2%)

Compiler: Compiled 72 to 44 computations (38.9% saved)

Numeric.Signal:interpolate from hsignal-0.2.7.1

analyze906.0ms (3.1%)

sample27.5s (93.8%)

preprocess558.0ms (1.9%)

eval1.0ms (0%)

prune3.0ms (0%)

simplify7.0ms (0%)

soundness1.0ms (0%)

preprocess356.0ms (1.2%)

end0.0ms (0%)

Profiling