Metrics for Linear.V2:$cdot from linear-1.19.1.3, A

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.8%	0.2%	0%	0%	0%	0
100%	99.8%	0%	0.2%	0%	0%	0%	1

Compiler

Compiled 9 to 9 computations (0% saved)

sample1.2s (36.6%)

Memory

13.8MiB live, 1 006.4MiB allocated

Samples

797.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 404.0ms

ival-mult: 336.0ms (83.2% of total)

ival-add: 58.0ms (14.4% of total)

ival-true: 6.0ms (1.5% of total)

ival-assert: 3.0ms (0.7% of total)

Bogosity

explain307.0ms (9.6%)

Memory

-1.8MiB live, 112.2MiB allocated

FPErrors

Click to see full error table

Example	Example	Subexpression
-	-	`y`
-	-	`(+.f64 (.f64 x y) (.f64 z t))`
-	-	`t`
-	-	`(*.f64 z t)`
-	-	`z`
-	-	`(*.f64 x y)`
-	-	`x`

Confusion

	Predicted +	Predicted -
+	0	0
-	0	256

Precision

0/0

Recall

0/0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	0	256

Precision?

0/0

Recall?

0/0

Freqs

test

number	freq
0	256

Total Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	0	1

Precision?

0/0

Recall?

0/0

Samples

187.0ms

512×

valid

Compiler

Compiled 62 to 32 computations (48.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 89.0ms

ival-mult: 86.0ms (96.3% of total)

ival-add: 3.0ms (3.4% of total)

ival-true: 0.0ms (0% of total)

ival-assert: 0.0ms (0% of total)

preprocess111.0ms (3.4%)

Memory

-17.0MiB live, 34.0MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	36	106
1	76	98
2	131	98
3	297	98
4	444	98
5	572	98
6	626	98
7	638	98
0	7	7
0	10	7
1	13	7
0	13	6

Stop Event

1×	iter limit
1×	saturated
1×	iter limit
1×	saturated

Calls

Call 1

Inputs
(+.f64 (.f64 x y) (.f64 z t))

Outputs
(+.f64 (.f64 x y) (.f64 z t))
(fma.f64 t z (*.f64 y x))

Symmetry

(sort x y)

(sort z t)

Compiler

Compiled 7 to 7 computations (0% saved)

eval0.0ms (0%)

Memory: 0.3MiB live, 0.3MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	100.0%	(+.f64 (.f64 x y) (.f64 z t))

Compiler

Compiled 7 to 7 computations (0% saved)

simplify3.0ms (0.1%)

Memory

3.3MiB live, 3.3MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 3 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 z t)
cost-diff	0	(*.f64 x y)
cost-diff	128	(+.f64 (.f64 x y) (.f64 z t))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	7	17
0	10	17
1	13	17
0	13	16

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
(+.f64 (.f64 x y) (.f64 z t))
(*.f64 x y)
x
y
(*.f64 z t)
z
t

Outputs
(+.f64 (.f64 x y) (.f64 z t))
(fma.f64 t z (*.f64 y x))
(*.f64 x y)
(*.f64 y x)
x
y
(*.f64 z t)
(*.f64 t z)
z
t

localize123.0ms (3.8%)

Memory

-12.1MiB live, 26.3MiB allocated

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0	(*.f64 z t)
accuracy	0	(*.f64 x y)
accuracy	0.01171875	(+.f64 (.f64 x y) (.f64 z t))

Samples

117.0ms

256×

valid

Compiler

Compiled 36 to 16 computations (55.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 5.0ms

ival-mult: 3.0ms (62.4% of total)

ival-add: 1.0ms (20.8% of total)

ival-true: 0.0ms (0% of total)

ival-assert: 0.0ms (0% of total)

series8.0ms (0.2%)

Memory

13.9MiB live, 13.9MiB allocated

Counts

3 → 96

Calls

Call 1

Inputs
#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())
#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())
#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())

Inputs

#s(alt (+.f64 (*.f64 x y) (*.f64 z t)) (patch (+.f64 (*.f64 x y) (*.f64 z t)) #<representation binary64>) () ())

#s(alt (*.f64 x y) (patch (*.f64 x y) #<representation binary64>) () ())

#s(alt (*.f64 z t) (patch (*.f64 z t) #<representation binary64>) () ())

Outputs
#s(alt (* x y) (taylor 0 t) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor inf t) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* t (+ z (/ (* x y) t))) (taylor inf t) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* t (+ z (/ (* x y) t))) (taylor inf t) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* t (+ z (/ (* x y) t))) (taylor inf t) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor inf t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor inf t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor inf t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor inf t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor -inf t) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* t (+ (* -1 z) (* -1 (/ (* x y) t))))) (taylor -inf t) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* t (+ (* -1 z) (* -1 (/ (* x y) t))))) (taylor -inf t) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* t (+ (* -1 z) (* -1 (/ (* x y) t))))) (taylor -inf t) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor -inf t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor -inf t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor -inf t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor -inf t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 z) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 z) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 z) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 z) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 z) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 z) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 z) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 z) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor inf z) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* z (+ t (/ (* x y) z))) (taylor inf z) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* z (+ t (/ (* x y) z))) (taylor inf z) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* z (+ t (/ (* x y) z))) (taylor inf z) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor inf z) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor inf z) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor inf z) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor inf z) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor -inf z) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ (* -1 t) (* -1 (/ (* x y) z))))) (taylor -inf z) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ (* -1 t) (* -1 (/ (* x y) z))))) (taylor -inf z) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ (* -1 t) (* -1 (/ (* x y) z))))) (taylor -inf z) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor -inf z) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor -inf z) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor -inf z) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor -inf z) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 y) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 y) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 y) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 y) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 y) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 y) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 y) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 y) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 x) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt (+.f64 (.f64 x y) (.f64 z t)) (patch (+.f64 (.f64 x y) (.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
1.0ms	x	@	inf	((+ (* x y) (* z t)) (* x y) (* z t))
1.0ms	z	@	inf	((+ (* x y) (* z t)) (* x y) (* z t))
1.0ms	t	@	0	((+ (* x y) (* z t)) (* x y) (* z t))
1.0ms	t	@	inf	((+ (* x y) (* z t)) (* x y) (* z t))
1.0ms	y	@	-inf	((+ (* x y) (* z t)) (* x y) (* z t))

simplify167.0ms (5.2%)

Memory

-11.1MiB live, 104.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	40	432
1	149	432
2	468	432
3	1237	432
4	3337	432
5	5648	432
6	7136	432
0	8051	396

Stop Event

1×	iter limit
1×	node limit

Counts

96 → 96

Calls

Call 1

Inputs
(* x y)
(+ (* t z) (* x y))
(+ (* t z) (* x y))
(+ (* t z) (* x y))
(* t z)
(* t z)
(* t z)
(* t z)
(* t z)
(* t (+ z (/ (* x y) t)))
(* t (+ z (/ (* x y) t)))
(* t (+ z (/ (* x y) t)))
(* t z)
(* t z)
(* t z)
(* t z)
(* t z)
(* -1 (* t (+ (* -1 z) (* -1 (/ (* x y) t)))))
(* -1 (* t (+ (* -1 z) (* -1 (/ (* x y) t)))))
(* -1 (* t (+ (* -1 z) (* -1 (/ (* x y) t)))))
(* t z)
(* t z)
(* t z)
(* t z)
(* x y)
(+ (* t z) (* x y))
(+ (* t z) (* x y))
(+ (* t z) (* x y))
(* t z)
(* t z)
(* t z)
(* t z)
(* t z)
(* z (+ t (/ (* x y) z)))
(* z (+ t (/ (* x y) z)))
(* z (+ t (/ (* x y) z)))
(* t z)
(* t z)
(* t z)
(* t z)
(* t z)
(* -1 (* z (+ (* -1 t) (* -1 (/ (* x y) z)))))
(* -1 (* z (+ (* -1 t) (* -1 (/ (* x y) z)))))
(* -1 (* z (+ (* -1 t) (* -1 (/ (* x y) z)))))
(* t z)
(* t z)
(* t z)
(* t z)
(* t z)
(+ (* t z) (* x y))
(+ (* t z) (* x y))
(+ (* t z) (* x y))
(* x y)
(* x y)
(* x y)
(* x y)
(* x y)
(* y (+ x (/ (* t z) y)))
(* y (+ x (/ (* t z) y)))
(* y (+ x (/ (* t z) y)))
(* x y)
(* x y)
(* x y)
(* x y)
(* x y)
(* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y)))))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y)))))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y)))))
(* x y)
(* x y)
(* x y)
(* x y)
(* t z)
(+ (* t z) (* x y))
(+ (* t z) (* x y))
(+ (* t z) (* x y))
(* x y)
(* x y)
(* x y)
(* x y)
(* x y)
(* x (+ y (/ (* t z) x)))
(* x (+ y (/ (* t z) x)))
(* x (+ y (/ (* t z) x)))
(* x y)
(* x y)
(* x y)
(* x y)
(* x y)
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(* x y)
(* x y)
(* x y)
(* x y)

Outputs
(* x y)
(*.f64 y x)
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t (+ z (/ (* x y) t)))
(fma.f64 z t (*.f64 y x))
(* t (+ z (/ (* x y) t)))
(fma.f64 z t (*.f64 y x))
(* t (+ z (/ (* x y) t)))
(fma.f64 z t (*.f64 y x))
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* -1 (* t (+ (* -1 z) (* -1 (/ (* x y) t)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* t (+ (* -1 z) (* -1 (/ (* x y) t)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* t (+ (* -1 z) (* -1 (/ (* x y) t)))))
(fma.f64 z t (*.f64 y x))
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* x y)
(*.f64 y x)
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* z (+ t (/ (* x y) z)))
(fma.f64 z t (*.f64 y x))
(* z (+ t (/ (* x y) z)))
(fma.f64 z t (*.f64 y x))
(* z (+ t (/ (* x y) z)))
(fma.f64 z t (*.f64 y x))
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* -1 (* z (+ (* -1 t) (* -1 (/ (* x y) z)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* z (+ (* -1 t) (* -1 (/ (* x y) z)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* z (+ (* -1 t) (* -1 (/ (* x y) z)))))
(fma.f64 z t (*.f64 y x))
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(* t z)
(*.f64 z t)
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* y (+ x (/ (* t z) y)))
(fma.f64 z t (*.f64 y x))
(* y (+ x (/ (* t z) y)))
(fma.f64 z t (*.f64 y x))
(* y (+ x (/ (* t z) y)))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y)))))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* t z)
(*.f64 z t)
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)

rewrite178.0ms (5.5%)

Memory

34.6MiB live, 259.8MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	7	13
0	10	13
1	26	13
2	182	13
3	1813	13
0	8222	12

Stop Event

1×	iter limit
1×	node limit
1×	iter limit

Counts

3 → 175

Calls

Call 1

Inputs
(+.f64 (.f64 x y) (.f64 z t))
(*.f64 x y)
(*.f64 z t)

Outputs
#<batchref>
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#<batchref>

eval35.0ms (1.1%)

Memory: -10.5MiB live, 70.8MiB allocated
Compiler: Compiled 6 763 to 490 computations (92.8% saved)

prune7.0ms (0.2%)

Memory

-18.5MiB live, 19.6MiB allocated

Pruning

4 alts after pruning (4 fresh and 0 done)

	Pruned	Kept	Total
New	267	4	271
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	268	4	272

Accuracy

100.0%

Counts

272 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	100.0%	(fma.f64 z t (*.f64 y x))
▶	100.0%	(fma.f64 y x (*.f64 t z))
▶	51.9%	#s(approx (+ (* x y) (* z t)) (*.f64 z t))
▶	51.9%	#s(approx (+ (* x y) (* z t)) (*.f64 y x))

Compiler

Compiled 20 to 24 computations (-20% saved)

simplify3.0ms (0.1%)

Memory

8.4MiB live, 8.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 8 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 y x)
cost-diff	0	(fma.f64 z t (*.f64 y x))
cost-diff	0	(*.f64 t z)
cost-diff	0	(fma.f64 y x (*.f64 t z))
cost-diff	0	(*.f64 z t)
cost-diff	0	#s(approx (+ (* x y) (* z t)) (*.f64 z t))
cost-diff	0	(*.f64 y x)
cost-diff	0	#s(approx (+ (* x y) (* z t)) (*.f64 y x))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	14	58
0	19	56
1	23	56
0	23	56

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* z t)) (*.f64 y x))
(*.f64 y x)
y
x
#s(approx (+ (* x y) (* z t)) (*.f64 z t))
(*.f64 z t)
z
t
(fma.f64 y x (*.f64 t z))
y
x
(*.f64 t z)
t
z
(fma.f64 z t (*.f64 y x))
z
t
(*.f64 y x)
y
x

Outputs
#s(approx (+ (* x y) (* z t)) (*.f64 y x))
#s(approx (+ (* x y) (* z t)) (*.f64 x y))
(*.f64 y x)
(*.f64 x y)
y
x
#s(approx (+ (* x y) (* z t)) (*.f64 z t))
#s(approx (+ (* x y) (* z t)) (*.f64 t z))
(*.f64 z t)
(*.f64 t z)
z
t
(fma.f64 y x (*.f64 t z))
(fma.f64 t z (*.f64 x y))
y
x
(*.f64 t z)
t
z
(fma.f64 z t (*.f64 y x))
(fma.f64 t z (*.f64 x y))
z
t
(*.f64 y x)
(*.f64 x y)
y
x

localize34.0ms (1.1%)

Memory

0.2MiB live, 75.4MiB allocated

Localize:

Found 8 expressions of interest:

New	Metric	Score
accuracy	0	(*.f64 y x)
accuracy	0.00390625	(fma.f64 z t (*.f64 y x))
accuracy	0	(*.f64 t z)
accuracy	0.00390625	(fma.f64 y x (*.f64 t z))
accuracy	0	(*.f64 z t)
accuracy	30.77553580585743	#s(approx (+ (* x y) (* z t)) (*.f64 z t))
accuracy	0	(*.f64 y x)
accuracy	30.809362324628967	#s(approx (+ (* x y) (* z t)) (*.f64 y x))

Samples

27.0ms

256×

valid

Compiler

Compiled 98 to 24 computations (75.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 13.0ms

ival-mult: 9.0ms (71.4% of total)

ival-add: 4.0ms (31.7% of total)

ival-true: 0.0ms (0% of total)

ival-assert: 0.0ms (0% of total)

series9.0ms (0.3%)

Memory

22.9MiB live, 22.9MiB allocated

Counts

7 → 264

Calls

Call 1

Inputs
#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())
#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())
#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())
#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())
#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())
#s(alt (.f64 t z) (patch (.f64 t z) #<representation binary64>) () ())
#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())

Outputs
#s(alt (* x y) (taylor 0 t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 t) (#s(alt (.f64 z t) (patch (.f64 z t) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 t) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 t) (#s(alt (.f64 t z) (patch (.f64 t z) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 t) (#s(alt (.f64 t z) (patch (.f64 t z) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 t) (#s(alt (.f64 t z) (patch (.f64 t z) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 t) (#s(alt (.f64 t z) (patch (.f64 t z) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 t) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 t) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor inf t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* t (+ z (/ (* x y) t))) (taylor inf t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* t (+ z (/ (* x y) t))) (taylor inf t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* t (+ z (/ (* x y) t))) (taylor inf t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor inf t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* t (+ z (/ (* x y) t))) (taylor inf t) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
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#s(alt (* t z) (taylor 0 y) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
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#s(alt (+ (* t z) (* x y)) (taylor 0 y) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 y) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 y) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 y) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 y) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 y) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (/ (* t z) y))) (taylor inf y) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf y) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ (* -1 x) (* -1 (/ (* t z) y))))) (taylor -inf y) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 x) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* t z) (taylor 0 x) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (+ (* t z) (* x y)) (taylor 0 x) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x (+ y (/ (* t z) x))) (taylor inf x) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 y x)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (.f64 y x) (patch (.f64 y x) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* x y) (* z t)) (.f64 z t)) (patch #s(approx (+ ( x y) (* z t)) (*.f64 z t)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt (fma.f64 y x (.f64 t z)) (patch (fma.f64 y x (.f64 t z)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x))))) (taylor -inf x) (#s(alt (fma.f64 z t (.f64 y x)) (patch (fma.f64 z t (.f64 y x)) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
0.0ms	t	@	-inf	((+ (* x y) (* z t)) (* y x) (+ (* x y) (* z t)) (* z t) (+ (* y x) (* t z)) (* t z) (+ (* z t) (* y x)))
0.0ms	y	@	-inf	((+ (* x y) (* z t)) (* y x) (+ (* x y) (* z t)) (* z t) (+ (* y x) (* t z)) (* t z) (+ (* z t) (* y x)))
0.0ms	z	@	-inf	((+ (* x y) (* z t)) (* y x) (+ (* x y) (* z t)) (* z t) (+ (* y x) (* t z)) (* t z) (+ (* z t) (* y x)))
0.0ms	x	@	-inf	((+ (* x y) (* z t)) (* y x) (+ (* x y) (* z t)) (* z t) (+ (* y x) (* t z)) (* t z) (+ (* z t) (* y x)))
0.0ms	z	@	inf	((+ (* x y) (* z t)) (* y x) (+ (* x y) (* z t)) (* z t) (+ (* y x) (* t z)) (* t z) (+ (* z t) (* y x)))

simplify140.0ms (4.4%)

Memory

-22.7MiB live, 133.0MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	40	1368
1	149	1368
2	468	1368
3	1237	1368
4	3337	1368
5	5648	1368
6	7136	1368
0	8051	1224

Stop Event

1×	iter limit
1×	node limit

Counts

264 → 264

Calls

Call 1

Inputs
(* x y)
(+ (* t z) (* x y))
(+ (* t z) (* x y))
(+ (* t z) (* x y))
(* x y)
(+ (* t z) (* x y))
(+ (* t z) (* x y))
(+ (* t z) (* x y))
(* t z)
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Outputs
(* x y)
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(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
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(* x y)
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(fma.f64 z t (*.f64 y x))
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(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(* t z)
(*.f64 z t)
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(* t z)
(*.f64 z t)
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(+ (* t z) (* x y))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x (+ y (/ (* t z) x)))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* x y)
(*.f64 y x)
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))
(* -1 (* x (+ (* -1 y) (* -1 (/ (* t z) x)))))
(fma.f64 z t (*.f64 y x))

rewrite192.0ms (6%)

Memory

23.5MiB live, 300.9MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	14	43
0	19	41
1	64	41
2	306	41
3	3199	41
0	8135	41

Stop Event

1×	iter limit
1×	node limit
1×	iter limit

Counts

7 → 429

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* z t)) (*.f64 y x))
(*.f64 y x)
#s(approx (+ (* x y) (* z t)) (*.f64 z t))
(*.f64 z t)
(fma.f64 y x (*.f64 t z))
(*.f64 t z)
(fma.f64 z t (*.f64 y x))

Outputs
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eval130.0ms (4.1%)

Memory: -19.2MiB live, 246.8MiB allocated
Compiler: Compiled 17 630 to 695 computations (96.1% saved)

prune23.0ms (0.7%)

Memory

-7.6MiB live, 71.2MiB allocated

Pruning

4 alts after pruning (0 fresh and 4 done)

	Pruned	Kept	Total
New	726	0	726
Fresh	0	0	0
Picked	0	4	4
Done	0	0	0
Total	726	4	730

Accuracy

100.0%

Counts

730 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	100.0%	(fma.f64 z t (*.f64 y x))
✓	100.0%	(fma.f64 y x (*.f64 t z))
✓	51.9%	#s(approx (+ (* x y) (* z t)) (*.f64 z t))
✓	51.9%	#s(approx (+ (* x y) (* z t)) (*.f64 y x))

Compiler

Compiled 47 to 37 computations (21.3% saved)

regimes18.0ms (0.6%)

Memory

8.4MiB live, 47.8MiB allocated

Counts

5 → 1

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* z t)) (*.f64 y x))
#s(approx (+ (* x y) (* z t)) (*.f64 z t))
(fma.f64 y x (*.f64 t z))
(fma.f64 z t (*.f64 y x))
(+.f64 (.f64 x y) (.f64 z t))

Outputs
(fma.f64 y x (*.f64 t z))

Calls

7 calls:

3.0ms	(+.f64 (.f64 x y) (.f64 z t))
2.0ms	y
2.0ms	x
2.0ms	t
2.0ms	z

Results

Accuracy	Segments	Branch
100.0%	1	`x`
100.0%	1	`y`
100.0%	1	`z`
100.0%	1	`t`
100.0%	1	`(+.f64 (.f64 x y) (.f64 z t))`
100.0%	1	`(*.f64 x y)`
100.0%	1	`(*.f64 z t)`

Compiler

Compiled 17 to 33 computations (-94.1% saved)

regimes13.0ms (0.4%)

Memory

-10.5MiB live, 32.2MiB allocated

Counts

2 → 3

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* z t)) (*.f64 y x))
#s(approx (+ (* x y) (* z t)) (*.f64 z t))

Outputs
#s(approx (+ (* x y) (* z t)) (*.f64 y x))
#s(approx (+ (* x y) (* z t)) (*.f64 z t))
#s(approx (+ (* x y) (* z t)) (*.f64 y x))

Calls

7 calls:

3.0ms	(*.f64 x y)
2.0ms	y
2.0ms	x
2.0ms	t
2.0ms	(+.f64 (.f64 x y) (.f64 z t))

Results

Accuracy	Segments	Branch
75.5%	3	`x`
69.8%	3	`y`
70.1%	3	`z`
75.9%	3	`t`
55.9%	2	`(+.f64 (.f64 x y) (.f64 z t))`
79.7%	3	`(*.f64 x y)`
78.8%	3	`(*.f64 z t)`

Compiler

Compiled 17 to 33 computations (-94.1% saved)

regimes10.0ms (0.3%)

Memory

-12.4MiB live, 26.9MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* z t)) (*.f64 y x))

Outputs
#s(approx (+ (* x y) (* z t)) (*.f64 y x))

Calls

7 calls:

2.0ms	z
1.0ms	(*.f64 z t)
1.0ms	y
1.0ms	t
1.0ms	x

Results

Accuracy	Segments	Branch
51.9%	1	`(+.f64 (.f64 x y) (.f64 z t))`
51.9%	1	`y`
51.9%	1	`z`
51.9%	1	`x`
51.9%	1	`t`
51.9%	1	`(*.f64 z t)`
51.9%	1	`(*.f64 x y)`

Compiler

Compiled 17 to 33 computations (-94.1% saved)

bsearch1.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1.7126937767185327e-63	4.019457715411128e-46
0.0ms	-4.36577500066086e+73	-1.8862035987136268e+71

Compiler

Compiled 10 to 14 computations (-40% saved)

simplify22.0ms (0.7%)

Memory

15.5MiB live, 54.9MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	20	62
1	22	62

Stop Event

1×

saturated

Calls

Call 1

Inputs

(fma.f64 y x (*.f64 t z))

(if (<=.f64 (*.f64 x y) #s(literal -39999999999999999321347871798453031921236320962738625287353816798266916864 binary64)) #s(approx (+ (* x y) (* z t)) (*.f64 y x)) (if (<=.f64 (*.f64 x y) #s(literal 7410693711188237/3705346855594118253554271520278013051304639509300498049262642688253220148477952 binary64)) #s(approx (+ (* x y) (* z t)) (*.f64 z t)) #s(approx (+ (* x y) (* z t)) (*.f64 y x))))

#s(approx (+ (* x y) (* z t)) (*.f64 y x))

Outputs
(fma.f64 y x (*.f64 t z))
(fma.f64 y x (*.f64 z t))
(if (<=.f64 (.f64 x y) #s(literal -39999999999999999321347871798453031921236320962738625287353816798266916864 binary64)) #s(approx (+ ( x y) (* z t)) (.f64 y x)) (if (<=.f64 (.f64 x y) #s(literal 7410693711188237/3705346855594118253554271520278013051304639509300498049262642688253220148477952 binary64)) #s(approx (+ (* x y) (* z t)) (.f64 z t)) #s(approx (+ ( x y) (* z t)) (*.f64 y x))))
(if (<=.f64 (.f64 x y) #s(literal -39999999999999999321347871798453031921236320962738625287353816798266916864 binary64)) #s(approx (+ ( x y) (* z t)) (.f64 x y)) (if (<=.f64 (.f64 x y) #s(literal 7410693711188237/3705346855594118253554271520278013051304639509300498049262642688253220148477952 binary64)) #s(approx (+ (* x y) (* z t)) (.f64 z t)) #s(approx (+ ( x y) (* z t)) (*.f64 x y))))
#s(approx (+ (* x y) (* z t)) (*.f64 y x))
#s(approx (+ (* x y) (* z t)) (*.f64 x y))

soundness466.0ms (14.5%)

Memory

14.9MiB live, 251.6MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	7	13
0	10	13
1	26	13
2	182	13
3	1813	13
0	8222	12
0	40	432
1	149	432
2	468	432
3	1237	432
4	3337	432
5	5648	432
6	7136	432
0	8051	396

Stop Event

1×	done
1×	iter limit
1×	node limit
1×	iter limit
1×	node limit
1×	iter limit

Compiler

Compiled 62 to 40 computations (35.5% saved)

preprocess34.0ms (1.1%)

Memory

-30.2MiB live, 86.3MiB allocated

Remove

(sort z t)

(sort x y)

Compiler

Compiled 154 to 116 computations (24.7% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

Iter	Nodes	Cost
0	36	106
1	76	98
2	131	98
3	297	98
4	444	98
5	572	98
6	626	98
7	638	98
0	7	7
0	10	7
1	13	7
0	13	6

Iter	Nodes	Cost
0	36	106
1	76	98
2	131	98
3	297	98
4	444	98
5	572	98
6	626	98
7	638	98
0	7	7
0	10	7
1	13	7
0	13	6

start0.0ms (0%)

analyze0.0ms (0%)

sample1.2s (36.6%)

explain307.0ms (9.6%)

preprocess111.0ms (3.4%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify3.0ms (0.1%)

localize123.0ms (3.8%)

series8.0ms (0.2%)

simplify167.0ms (5.2%)

rewrite178.0ms (5.5%)

eval35.0ms (1.1%)

prune7.0ms (0.2%)

simplify3.0ms (0.1%)

localize34.0ms (1.1%)

series9.0ms (0.3%)

simplify140.0ms (4.4%)

rewrite192.0ms (6%)

eval130.0ms (4.1%)

prune23.0ms (0.7%)

regimes18.0ms (0.6%)

regimes13.0ms (0.4%)

regimes10.0ms (0.3%)

bsearch1.0ms (0%)

simplify22.0ms (0.7%)

soundness466.0ms (14.5%)

preprocess34.0ms (1.1%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	36	106
1	76	98
2	131	98
3	297	98
4	444	98
5	572	98
6	626	98
7	638	98
0	7	7
0	10	7
1	13	7
0	13	6