Metrics for Linear.Projection:inverseInfinitePerspective from linear-1.19.1.3

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB 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 11 to 10 computations (9.1% saved)

sample1.3s (14.6%)

Memory

28.1MiB live, 1 199.1MiB allocated

Samples

972.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 676.0ms

ival-mult: 518.0ms (76.7% of total)

ival-sub: 147.0ms (21.8% of total)

ival-true: 7.0ms (1% of total)

ival-assert: 4.0ms (0.6% of total)

Bogosity

explain136.0ms (1.6%)

Memory

2.9MiB live, 157.5MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
20	-	-	`(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)`
7	-	-	`(-.f64 (.f64 x y) (.f64 z y))`
0	-	-	`y`
0	-	-	`t`
0	-	-	`(*.f64 z y)`
0	-	-	`z`
0	-	-	`(*.f64 x y)`
0	-	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`*.f64`	`(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)`	*no**	19	0
`-.f64`	`(-.f64 (.f64 x y) (.f64 z y))`	nan-rescue	7	0
↳	`(*.f64 x y)`	overflow	49
↳	`(*.f64 z y)`	overflow	32
`*.f64`	`(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)`	*nu**	1	0

Confusion

	Predicted +	Predicted -
+	26	0
-	0	230

Precision

1.0

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	26	0	0
-	0	0	230

Precision?

1.0

Recall?

1.0

Freqs

test

number	freq
0	230
1	25
2	1

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

35.0ms

512×

valid

Compiler

Compiled 91 to 36 computations (60.4% saved)

Precisions

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

ival-mult: 10.0ms (75.2% of total)

ival-sub: 2.0ms (15% of total)

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

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

preprocess138.0ms (1.6%)

Memory

-17.4MiB live, 123.4MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	45	111
1	158	100
2	384	100
3	1336	100
4	2603	100
5	3524	100
6	3573	100
7	3575	100
8	3575	100
9	3575	100
10	3575	100
0	8	9
0	12	7
1	22	7
2	46	7
3	102	7
4	188	7
5	265	7
6	396	7
7	605	7
8	989	7
9	1097	7
10	1109	7
11	1109	7
0	1109	7

Stop Event

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

Calls

Call 1

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

Outputs
(.f64 (.f64 (-.f64 x z) t) y)

Symmetry

(negabs t)

(negabs y)

(sort y t)

Compiler

Compiled 9 to 8 computations (11.1% saved)

eval0.0ms (0%)

Memory: 0.4MiB live, 0.4MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune0.0ms (0%)

Memory

1.1MiB live, 1.1MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	97.5%	(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)

Compiler

Compiled 9 to 8 computations (11.1% saved)

simplify31.0ms (0.4%)

Memory

-13.2MiB live, 24.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 z y)
cost-diff	0	(*.f64 x y)
cost-diff	0	(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)
cost-diff	320	(-.f64 (.f64 x y) (.f64 z y))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	8	26
0	12	22
1	22	22
2	46	22
3	102	22
4	188	22
5	265	22
6	396	22
7	605	22
8	989	22
9	1097	22
10	1109	22
11	1109	22
0	1109	22

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize33.0ms (0.4%)

Memory

-16.6MiB live, 63.5MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0	(*.f64 z y)
accuracy	0	(*.f64 x y)
accuracy	0.2578104358302058	(-.f64 (.f64 x y) (.f64 z y))
accuracy	1.3734035614373785	(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)

Samples

26.0ms

256×

valid

Compiler

Compiled 54 to 18 computations (66.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 17.0ms

ival-mult: 16.0ms (91.8% of total)

ival-sub: 1.0ms (5.7% of total)

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

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

series13.0ms (0.2%)

Memory

30.2MiB live, 30.2MiB allocated

Counts

4 → 132

Calls

Call 1

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

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

Calls

12 calls:

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

simplify173.0ms (2%)

Memory

-21.5MiB live, 98.1MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	56	798
1	194	666
2	574	666
3	2066	666
4	4664	666
5	6786	666
6	7420	666
7	7874	666
0	8135	666

Stop Event

1×	iter limit
1×	node limit

Counts

132 → 132

Calls

Call 1

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

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

rewrite253.0ms (2.9%)

Memory

45.4MiB live, 150.3MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	8	22
0	12	18
1	35	18
2	237	18
3	2343	18
0	8272	18

Stop Event

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

Counts

4 → 290

Calls

Call 1

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

Outputs
#<batchref>
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eval173.0ms (2%)

Memory: -15.9MiB live, 113.0MiB allocated
Compiler: Compiled 11 746 to 1 066 computations (90.9% saved)

prune142.0ms (1.6%)

Memory

-56.6MiB live, 51.1MiB allocated

Pruning

11 alts after pruning (11 fresh and 0 done)

	Pruned	Kept	Total
New	411	11	422
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	412	11	423

Accuracy

100.0%

Counts

423 → 11

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	87.7%	(fma.f64 (.f64 y x) t (.f64 (*.f64 t (neg.f64 y)) z))
	88.5%	(fma.f64 (.f64 t (neg.f64 z)) y (.f64 t (*.f64 y x)))
	58.7%	(/.f64 (.f64 (neg.f64 (-.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (pow.f64 (.f64 z y) #s(literal 2 binary64)))) t) (.f64 (neg.f64 y) (+.f64 z x)))
	97.8%	(/.f64 t (pow.f64 (*.f64 (-.f64 x z) y) #s(literal -1 binary64)))
▶	97.9%	(.f64 (fma.f64 y x (.f64 (neg.f64 y) z)) t)
	62.8%	(.f64 (/.f64 (.f64 (*.f64 (+.f64 z x) (-.f64 x z)) y) (+.f64 z x)) t)
▶	91.3%	(.f64 (-.f64 x z) (.f64 t y))
	85.1%	(.f64 (.f64 (-.f64 x z) t) y)
▶	54.2%	(.f64 #s(approx (- ( x y) (* z y)) (*.f64 (neg.f64 z) y)) t)
▶	58.5%	(.f64 #s(approx (- ( x y) (* z y)) (*.f64 y x)) t)
	49.7%	#s(approx (* (- (* x y) (* z y)) t) (.f64 (.f64 (neg.f64 t) z) y))

Compiler

Compiled 266 to 216 computations (18.8% saved)

simplify91.0ms (1%)

Memory

4.9MiB live, 43.2MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 t (neg.f64 y))
cost-diff	0	(.f64 (.f64 t (neg.f64 y)) z)
cost-diff	0	(*.f64 y x)
cost-diff	640	(fma.f64 (.f64 y x) t (.f64 (*.f64 t (neg.f64 y)) z))
cost-diff	0	(*.f64 t y)
cost-diff	0	(-.f64 x z)
cost-diff	0	(.f64 (-.f64 x z) (.f64 t y))
cost-diff	0	(neg.f64 z)
cost-diff	0	(*.f64 (neg.f64 z) y)
cost-diff	0	#s(approx (- (* x y) (* z y)) (*.f64 (neg.f64 z) y))
cost-diff	0	(.f64 #s(approx (- ( x y) (* z y)) (*.f64 (neg.f64 z) y)) t)
cost-diff	0	(*.f64 y x)
cost-diff	0	#s(approx (- (* x y) (* z y)) (*.f64 y x))
cost-diff	0	(.f64 #s(approx (- ( x y) (* z y)) (*.f64 y x)) t)
cost-diff	0	(neg.f64 y)
cost-diff	0	(*.f64 (neg.f64 y) z)
cost-diff	0	(.f64 (fma.f64 y x (.f64 (neg.f64 y) z)) t)
cost-diff	320	(fma.f64 y x (*.f64 (neg.f64 y) z))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	24	138
0	40	122
1	74	122
2	124	122
3	215	122
4	271	122
5	364	122
6	570	122
7	760	122
8	1053	122
9	1117	122
10	1145	122
11	1189	122
12	1215	122
13	1233	122
14	1243	122
15	1247	122
0	1247	122

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize80.0ms (0.9%)

Memory

32.4MiB live, 110.2MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0	(*.f64 t (neg.f64 y))
accuracy	0	(neg.f64 y)
accuracy	2.238071976210875	(fma.f64 (.f64 y x) t (.f64 (*.f64 t (neg.f64 y)) z))
accuracy	6.790078528627845	(.f64 (.f64 t (neg.f64 y)) z)
accuracy	0	(-.f64 x z)
accuracy	0	(*.f64 t y)
accuracy	5.54530080930962	(.f64 (-.f64 x z) (.f64 t y))
accuracy	0	(*.f64 (neg.f64 z) y)
accuracy	0	(neg.f64 z)
accuracy	1.3734035614373785	(.f64 #s(approx (- ( x y) (* z y)) (*.f64 (neg.f64 z) y)) t)
accuracy	31.375534257506764	#s(approx (- (* x y) (* z y)) (*.f64 (neg.f64 z) y))
accuracy	0	(*.f64 y x)
accuracy	1.3734035614373785	(.f64 #s(approx (- ( x y) (* z y)) (*.f64 y x)) t)
accuracy	26.93134865768656	#s(approx (- (* x y) (* z y)) (*.f64 y x))
accuracy	0	(fma.f64 y x (*.f64 (neg.f64 y) z))
accuracy	0	(*.f64 (neg.f64 y) z)
accuracy	0	(neg.f64 y)
accuracy	1.3734035614373785	(.f64 (fma.f64 y x (.f64 (neg.f64 y) z)) t)

Samples

52.0ms

256×

valid

Compiler

Compiled 263 to 48 computations (81.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 36.0ms

ival-mult: 29.0ms (81.3% of total)

ival-sub: 2.0ms (5.6% of total)

ival-add: 2.0ms (5.6% of total)

ival-neg: 2.0ms (5.6% of total)

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

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

series126.0ms (1.4%)

Memory

-24.6MiB live, 90.1MiB allocated

Counts

17 → 552

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
10.0ms	t	@	0	((+ (* y x) (* (neg y) z)) (* (+ (* y x) (* (neg y) z)) t) (* (neg y) z) (neg y) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* y x) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* (neg z) y) (neg z) (* (- x z) (* t y)) (- x z) (* t y) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t (neg y)) z) (* t (neg y)))
6.0ms	y	@	0	((+ (* y x) (* (neg y) z)) (* (+ (* y x) (* (neg y) z)) t) (* (neg y) z) (neg y) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* y x) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* (neg z) y) (neg z) (* (- x z) (* t y)) (- x z) (* t y) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t (neg y)) z) (* t (neg y)))
5.0ms	y	@	-inf	((+ (* y x) (* (neg y) z)) (* (+ (* y x) (* (neg y) z)) t) (* (neg y) z) (neg y) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* y x) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* (neg z) y) (neg z) (* (- x z) (* t y)) (- x z) (* t y) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t (neg y)) z) (* t (neg y)))
3.0ms	y	@	inf	((+ (* y x) (* (neg y) z)) (* (+ (* y x) (* (neg y) z)) t) (* (neg y) z) (neg y) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* y x) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* (neg z) y) (neg z) (* (- x z) (* t y)) (- x z) (* t y) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t (neg y)) z) (* t (neg y)))
3.0ms	t	@	-inf	((+ (* y x) (* (neg y) z)) (* (+ (* y x) (* (neg y) z)) t) (* (neg y) z) (neg y) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* y x) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* (neg z) y) (neg z) (* (- x z) (* t y)) (- x z) (* t y) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t (neg y)) z) (* t (neg y)))

simplify394.0ms (4.5%)

Memory

-1.4MiB live, 158.9MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	98	3507
1	350	2907
2	926	2907
3	2761	2907
4	4779	2907
5	5934	2907
6	6808	2907
7	7596	2907
8	7858	2907
0	8135	2907

Stop Event

1×	iter limit
1×	node limit

Counts

552 → 549

Calls

Call 1

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

rewrite315.0ms (3.6%)

Memory

17.7MiB live, 372.6MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	24	115
0	40	99
1	128	99
2	785	99
0	8849	99

Stop Event

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

Counts

17 → 920

Calls

Call 1

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

Outputs
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eval224.0ms (2.6%)

Memory: 19.1MiB live, 444.6MiB allocated
Compiler: Compiled 29 657 to 1 594 computations (94.6% saved)

prune81.0ms (0.9%)

Memory

1.5MiB live, 210.2MiB allocated

Pruning

15 alts after pruning (10 fresh and 5 done)

	Pruned	Kept	Total
New	1 515	8	1 523
Fresh	4	2	6
Picked	0	5	5
Done	0	0	0
Total	1 519	15	1 534

Accuracy

100.0%

Counts

1 534 → 15

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	82.9%	(fma.f64 (.f64 (neg.f64 z) t) y (.f64 (*.f64 t y) x))
✓	87.7%	(fma.f64 (.f64 y x) t (.f64 (*.f64 t (neg.f64 y)) z))
	73.4%	(/.f64 (.f64 (+.f64 z x) (.f64 (*.f64 (-.f64 x z) t) y)) (+.f64 z x))
	91.2%	(/.f64 (*.f64 t y) (/.f64 #s(literal 1 binary64) (-.f64 x z)))
✓	97.9%	(.f64 (fma.f64 y x (.f64 (neg.f64 y) z)) t)
	34.6%	(.f64 (/.f64 (.f64 (.f64 (.f64 (-.f64 x z) y) y) (+.f64 z x)) (*.f64 (-.f64 x z) y)) t)
▶	97.8%	(*.f64 (/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 x z))) t)
✓	91.3%	(.f64 (-.f64 x z) (.f64 t y))
	85.1%	(.f64 (.f64 (-.f64 x z) t) y)
▶	36.4%	(.f64 #s(approx (- ( x y) (* z y)) (.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y)) t)
✓	54.2%	(.f64 #s(approx (- ( x y) (* z y)) (*.f64 (neg.f64 z) y)) t)
✓	58.5%	(.f64 #s(approx (- ( x y) (* z y)) (*.f64 y x)) t)
▶	51.6%	(.f64 #s(approx (- x z) (neg.f64 z)) (.f64 t y))
▶	56.7%	#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t y) x))
	49.7%	#s(approx (* (- (* x y) (* z y)) t) (.f64 (.f64 (neg.f64 t) z) y))

Compiler

Compiled 322 to 253 computations (21.4% saved)

simplify117.0ms (1.3%)

Memory

6.2MiB live, 125.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score
cost-diff	0	(.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y)
cost-diff	0	#s(approx (- (* x y) (* z y)) (.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y))
cost-diff	0	(.f64 #s(approx (- ( x y) (* z y)) (.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y)) t)
cost-diff	1344	(.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z))
cost-diff	0	(.f64 (.f64 t y) x)
cost-diff	0	(neg.f64 z)
cost-diff	0	(*.f64 (neg.f64 z) t)
cost-diff	640	(fma.f64 (.f64 (neg.f64 z) t) y (.f64 (*.f64 t y) x))
cost-diff	0	(*.f64 t y)
cost-diff	0	(neg.f64 z)
cost-diff	0	#s(approx (- x z) (neg.f64 z))
cost-diff	0	(.f64 #s(approx (- x z) (neg.f64 z)) (.f64 t y))
cost-diff	0	(*.f64 t y)
cost-diff	0	(.f64 (.f64 t y) x)
cost-diff	0	#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t y) x))
cost-diff	0	(-.f64 x z)
cost-diff	0	(/.f64 #s(literal 1 binary64) (-.f64 x z))
cost-diff	0	(*.f64 (/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 x z))) t)
cost-diff	1088	(/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 x z)))

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	33	180
0	49	168
1	104	145
2	221	139
3	453	139
4	1468	139
5	3038	139
6	4904	139
7	6974	139
0	8050	139

Stop Event

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

Calls

Call 1

Inputs
(*.f64 (/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 x z))) t)
(/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 x z)))
y
(/.f64 #s(literal 1 binary64) (-.f64 x z))
#s(literal 1 binary64)
(-.f64 x z)
x
z
t
#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t y) x))
(.f64 (.f64 t y) x)
(*.f64 t y)
t
y
x
(.f64 #s(approx (- x z) (neg.f64 z)) (.f64 t y))
#s(approx (- x z) (neg.f64 z))
(neg.f64 z)
z
(*.f64 t y)
t
y
(fma.f64 (.f64 (neg.f64 z) t) y (.f64 (*.f64 t y) x))
(*.f64 (neg.f64 z) t)
(neg.f64 z)
z
t
y
(.f64 (.f64 t y) x)
(*.f64 t y)
x
(.f64 #s(approx (- ( x y) (* z y)) (.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y)) t)
#s(approx (- (* x y) (* z y)) (.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y))
(.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y)
(.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z))
(*.f64 (neg.f64 z) z)
(neg.f64 z)
z
(/.f64 #s(literal 1 binary64) z)
#s(literal 1 binary64)
y
t

Outputs
(.f64 (.f64 t (-.f64 x z)) y)
(*.f64 (-.f64 x z) y)
y
(/.f64 #s(literal 1 binary64) (-.f64 x z))
#s(literal 1 binary64)
(-.f64 x z)
x
z
t
#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t y) x))
(.f64 (.f64 t y) x)
(*.f64 t y)
t
y
x
(.f64 #s(approx (- x z) (neg.f64 z)) (.f64 t y))
#s(approx (- x z) (neg.f64 z))
(neg.f64 z)
z
(*.f64 t y)
t
y
(.f64 (.f64 t (-.f64 x z)) y)
(*.f64 (neg.f64 z) t)
(neg.f64 z)
z
t
y
(.f64 (.f64 t y) x)
(*.f64 t y)
x
(.f64 #s(approx (- ( x y) (* z y)) (*.f64 (neg.f64 z) y)) t)
#s(approx (- (* x y) (* z y)) (*.f64 (neg.f64 z) y))
(*.f64 (neg.f64 z) y)
(neg.f64 z)
(*.f64 (neg.f64 z) z)
(neg.f64 z)
z
(/.f64 #s(literal 1 binary64) z)
#s(literal 1 binary64)
y
t

localize450.0ms (5.2%)

Memory

-28.2MiB live, 129.1MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0	(neg.f64 z)
accuracy	1.3734035614373785	(.f64 #s(approx (- ( x y) (* z y)) (.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y)) t)
accuracy	30.104561923795245	(.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z))
accuracy	31.375534257506764	#s(approx (- (* x y) (* z y)) (.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y))
accuracy	0	(*.f64 t y)
accuracy	0	(neg.f64 z)
accuracy	4.864648780498628	(.f64 (.f64 t y) x)
accuracy	6.510492881342486	(fma.f64 (.f64 (neg.f64 z) t) y (.f64 (*.f64 t y) x))
accuracy	0	(*.f64 t y)
accuracy	0	(neg.f64 z)
accuracy	5.54530080930962	(.f64 #s(approx (- x z) (neg.f64 z)) (.f64 t y))
accuracy	33.61791842965422	#s(approx (- x z) (neg.f64 z))
accuracy	0	(*.f64 t y)
accuracy	4.864648780498628	(.f64 (.f64 t y) x)
accuracy	25.961939427942454	#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t y) x))
accuracy	0	(-.f64 x z)
accuracy	0.0234375	(/.f64 #s(literal 1 binary64) (-.f64 x z))
accuracy	0.25	(/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 x z)))
accuracy	1.3734035614373785	(*.f64 (/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 x z))) t)

Samples

204.0ms

256×

valid

Compiler

Compiled 329 to 65 computations (80.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 186.0ms

ival-mult: 161.0ms (86.8% of total)

ival-sub: 14.0ms (7.5% of total)

ival-div: 5.0ms (2.7% of total)

ival-add: 2.0ms (1.1% of total)

ival-neg: 2.0ms (1.1% of total)

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

exact: 0.0ms (0% of total)

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

series71.0ms (0.8%)

Memory

10.4MiB live, 48.3MiB allocated

Counts

16 → 516

Calls

Call 1

Inputs
#s(alt #<batchref> (patch (/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 x z))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 x z))) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 #s(literal 1 binary64) (-.f64 x z)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (-.f64 x z) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t y) x)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (.f64 (.f64 t y) x) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 t y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (.f64 #s(approx (- x z) (neg.f64 z)) (.f64 t y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (- x z) (neg.f64 z)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())
#s(alt #<batchref> (patch (fma.f64 (.f64 (neg.f64 z) t) y (.f64 (*.f64 t y) x)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (neg.f64 z) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch (.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (.f64 #s(approx (- ( x y) (* z y)) (.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y)) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (- (* x y) (* z y)) (.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y) #<representation binary64>) () ())

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

Calls

12 calls:

Time	Variable		Point	Expression
2.0ms	y	@	-inf	((/ y (/ 1 (- x z))) (* (/ y (/ 1 (- x z))) t) (/ 1 (- x z)) (- x z) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t y) x) (* t y) (* (- x z) (* t y)) (- x z) (neg z) (+ (* (* (neg z) t) y) (* (* t y) x)) (* (neg z) t) (* (* (neg z) z) (/ 1 z)) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* (* (* (neg z) z) (/ 1 z)) y))
2.0ms	y	@	inf	((/ y (/ 1 (- x z))) (* (/ y (/ 1 (- x z))) t) (/ 1 (- x z)) (- x z) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t y) x) (* t y) (* (- x z) (* t y)) (- x z) (neg z) (+ (* (* (neg z) t) y) (* (* t y) x)) (* (neg z) t) (* (* (neg z) z) (/ 1 z)) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* (* (* (neg z) z) (/ 1 z)) y))
2.0ms	z	@	inf	((/ y (/ 1 (- x z))) (* (/ y (/ 1 (- x z))) t) (/ 1 (- x z)) (- x z) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t y) x) (* t y) (* (- x z) (* t y)) (- x z) (neg z) (+ (* (* (neg z) t) y) (* (* t y) x)) (* (neg z) t) (* (* (neg z) z) (/ 1 z)) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* (* (* (neg z) z) (/ 1 z)) y))
2.0ms	t	@	-inf	((/ y (/ 1 (- x z))) (* (/ y (/ 1 (- x z))) t) (/ 1 (- x z)) (- x z) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t y) x) (* t y) (* (- x z) (* t y)) (- x z) (neg z) (+ (* (* (neg z) t) y) (* (* t y) x)) (* (neg z) t) (* (* (neg z) z) (/ 1 z)) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* (* (* (neg z) z) (/ 1 z)) y))
2.0ms	t	@	0	((/ y (/ 1 (- x z))) (* (/ y (/ 1 (- x z))) t) (/ 1 (- x z)) (- x z) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t y) x) (* t y) (* (- x z) (* t y)) (- x z) (neg z) (+ (* (* (neg z) t) y) (* (* t y) x)) (* (neg z) t) (* (* (neg z) z) (/ 1 z)) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (* (* (* (neg z) z) (/ 1 z)) y))

simplify164.0ms (1.9%)

Memory

-19.2MiB live, 231.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	201	2912
1	637	2898
2	1748	2861
3	5567	2853
0	8286	2837

Stop Event

1×	iter limit
1×	node limit

Counts

516 → 510

Calls

Call 1

Inputs
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (* x y))
(* t (* x y))
(* t (* x y))
(* t (* x y))
(* t y)
(* t y)
(* t y)
(* t y)
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* -1 (* t z))
(* -1 (* t z))
(* -1 (* t z))
(* -1 (* t z))
(* t (- (* x y) (* y z)))
(* t (- (* x y) (* y z)))
(* t (- (* x y) (* y z)))
(* t (- (* x y) (* y z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (* x y))
(* t (* x y))
(* t (* x y))
(* t (* x y))
(* t y)
(* t y)
(* t y)
(* t y)
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* -1 (* t z))
(* -1 (* t z))
(* -1 (* t z))
(* -1 (* t z))
(* t (- (* x y) (* y z)))
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(* t (- (* x y) (* y z)))
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(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* -1 (* t (+ (* -1 (* x y)) (* y z))))
(* -1 (* t (+ (* -1 (* x y)) (* y z))))
(* -1 (* t (+ (* -1 (* x y)) (* y z))))
(* -1 (* t (+ (* -1 (* x y)) (* y z))))
(* t (* x y))
(* t (* x y))
(* t (* x y))
(* t (* x y))
(* t y)
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(* t y)
(* t (* y (- x z)))
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(* t (* y (- x z)))
(* t (* y (- x z)))
(* -1 (* t (+ (* -1 (* x y)) (* y z))))
(* -1 (* t (+ (* -1 (* x y)) (* y z))))
(* -1 (* t (+ (* -1 (* x y)) (* y z))))
(* -1 (* t (+ (* -1 (* x y)) (* y z))))
(* -1 (* t z))
(* -1 (* t z))
(* -1 (* t z))
(* -1 (* t z))
(* t (- (* x y) (* y z)))
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(* t (- (* x y) (* y z)))
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(* x y)
(+ (* -1 (* y z)) (* x y))
(+ (* -1 (* y z)) (* x y))
(+ (* -1 (* y z)) (* x y))
(* t (* x y))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(/ 1 x)
(+ (/ 1 x) (/ z (pow x 2)))
(+ (* z (+ (/ 1 (pow x 2)) (/ z (pow x 3)))) (/ 1 x))
(+ (* z (+ (* z (+ (/ 1 (pow x 3)) (/ z (pow x 4)))) (/ 1 (pow x 2)))) (/ 1 x))
x
(+ x (* -1 z))
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(+ x (* -1 z))
(* t (* x y))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(* t (* x y))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
x
(+ x (* -1 z))
(+ x (* -1 z))
(+ x (* -1 z))
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* t (* x y))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(* -1 (* t z))
(* -1 (* t z))
(* -1 (* t z))
(* -1 (* t z))
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* t (* x y))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(* x y)
(+ (* -1 (* y z)) (* x y))
(+ (* -1 (* y z)) (* x y))
(+ (* -1 (* y z)) (* x y))
(* -1 (* y z))
(* -1 (* y z))
(* -1 (* y z))
(* -1 (* y z))
(* -1 (* y z))
(* z (+ (* -1 y) (/ (* x y) z)))
(* z (+ (* -1 y) (/ (* x y) z)))
(* z (+ (* -1 y) (/ (* x y) z)))
(* -1 (* t (* y z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(/ -1 z)
(/ (- (* -1 (/ x z)) 1) z)
(/ (- (* -1 (/ (pow x 2) (pow z 2))) (+ 1 (/ x z))) z)
(/ (- (* -1 (/ (pow x 3) (pow z 3))) (+ 1 (+ (/ x z) (/ (pow x 2) (pow z 2))))) z)
(* -1 z)
(* z (- (/ x z) 1))
(* z (- (/ x z) 1))
(* z (- (/ x z) 1))
(* -1 (* t (* y z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* -1 (* t (* y z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* -1 z)
(* z (- (/ x z) 1))
(* z (- (/ x z) 1))
(* z (- (/ x z) 1))
(* -1 z)
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(* -1 z)
(* -1 z)
(* -1 (* t (* y z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* -1 (* t z))
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(* -1 z)
(* -1 z)
(* -1 z)
(* -1 z)
(* -1 (* t (* y z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* -1 (* y z))
(* z (- (/ (* x y) z) y))
(* z (- (/ (* x y) z) y))
(* z (- (/ (* x y) z) y))
(* -1 (* y z))
(* -1 (* y z))
(* -1 (* y z))
(* -1 (* y z))
(* -1 (* y z))
(* -1 (* z (+ y (* -1 (/ (* x y) z)))))
(* -1 (* z (+ y (* -1 (/ (* x y) z)))))
(* -1 (* z (+ y (* -1 (/ (* x y) z)))))
(* -1 (* t (* y z)))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(/ -1 z)
(* -1 (/ (+ 1 (/ x z)) z))
(* -1 (/ (+ 1 (* -1 (/ (- (* -1 (/ (pow x 2) z)) x) z))) z))
(* -1 (/ (+ 1 (* -1 (/ (- (* -1 (/ (- (/ (pow x 3) z) (* -1 (pow x 2))) z)) x) z))) z))
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ x z)))))
(* -1 (* z (+ 1 (* -1 (/ x z)))))
(* -1 (* z (+ 1 (* -1 (/ x z)))))
(* -1 (* t (* y z)))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* t (* y z)))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 z)
(* -1 (* z (+ 1 (* -1 (/ x z)))))
(* -1 (* z (+ 1 (* -1 (/ x z)))))
(* -1 (* z (+ 1 (* -1 (/ x z)))))
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(* -1 z)
(* -1 (* t (* y z)))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* t z))
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(* -1 (* t (* y z)))
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(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* y z))
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -1 y))))
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -1 y))))
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -1 y))))
(* -1 (* y z))
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(* -1 (* y z))
(* -1 (* y z))
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(* t y)
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(* t (* y (- x z)))
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(* y (+ (* -1 (* t z)) (* t x)))
(* y (+ (* -1 (* t z)) (* t x)))
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(* y (+ (* -1 (* t z)) (* t x)))
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(* y (- x z))
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(* y (- x z))
(* -1 (* y z))
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(* -1 (* y z))
(* y (- x z))
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(* t (* y (- x z)))
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(* t (* x y))
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(* t y)
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(* t (* y (- x z)))
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(* t (* y (- x z)))
(* t (* y (- x z)))
(* y (+ (* -1 (* t z)) (* t x)))
(* y (+ (* -1 (* t z)) (* t x)))
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(* y (+ (* -1 (* t z)) (* t x)))
(* t (* y (- x z)))
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(* y (- x z))
(* y (- x z))
(* y (- x z))
(* -1 (* y z))
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(* -1 (* y z))
(* y (- x z))
(* y (- x z))
(* y (- x z))
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(* -1 (* y (+ (* -1 (* t x)) (* t z))))
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(* -1 (* y (+ (* -1 (* t x)) (* t z))))
(* -1 (* y (+ (* -1 (* t x)) (* t z))))
(* t (* x y))
(* t (* x y))
(* t (* x y))
(* t (* x y))
(* t y)
(* t y)
(* t y)
(* t y)
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* -1 (* y (+ (* -1 (* t x)) (* t z))))
(* -1 (* y (+ (* -1 (* t x)) (* t z))))
(* -1 (* y (+ (* -1 (* t x)) (* t z))))
(* -1 (* y (+ (* -1 (* t x)) (* t z))))
(* -1 (* t (* y (- (* -1 x) (* -1 z)))))
(* -1 (* t (* y (- (* -1 x) (* -1 z)))))
(* -1 (* t (* y (- (* -1 x) (* -1 z)))))
(* -1 (* t (* y (- (* -1 x) (* -1 z)))))
(* -1 (* y (- (* -1 x) (* -1 z))))
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(* -1 (* y (- (* -1 x) (* -1 z))))
(* -1 (* y (- (* -1 x) (* -1 z))))
(* -1 (* y z))
(* -1 (* y z))
(* -1 (* y z))
(* -1 (* y z))
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(+ (* -1 (* y z)) (* x y))
(+ (* -1 (* y z)) (* x y))
(+ (* -1 (* y z)) (* x y))
(* -1 (* t (* y z)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(/ -1 z)
(- (* -1 (/ x (pow z 2))) (/ 1 z))
(- (* x (- (* -1 (/ x (pow z 3))) (/ 1 (pow z 2)))) (/ 1 z))
(- (* x (- (* x (- (* -1 (/ x (pow z 4))) (/ 1 (pow z 3)))) (/ 1 (pow z 2)))) (/ 1 z))
(* -1 z)
(- x z)
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(* -1 (* t (* y z)))
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(* -1 (* t (* y z)))
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(+ (* -1 (* t (* y z))) (* t (* x y)))
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(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(* -1 (* y z))
(- (* x y) (* y z))
(- (* x y) (* y z))
(- (* x y) (* y z))
(* x y)
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(* x (+ (* -1 (/ (* t (* y z)) x)) (* t y)))
(/ 1 x)
(/ (+ 1 (/ z x)) x)
(/ (- (+ 1 (/ (pow z 2) (pow x 2))) (* -1 (/ z x))) x)
(/ (- (+ 1 (/ (pow z 3) (pow x 3))) (+ (* -1 (/ z x)) (* -1 (/ (pow z 2) (pow x 2))))) x)
x
(* x (+ 1 (* -1 (/ z x))))
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(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(/ 1 x)
(* -1 (/ (- (* -1 (/ z x)) 1) x))
(* -1 (/ (- (* -1 (/ (- (/ (pow z 2) x) (* -1 z)) x)) 1) x))
(* -1 (/ (- (* -1 (/ (- (* -1 (/ (- (* -1 (/ (pow z 3) x)) (pow z 2)) x)) (* -1 z)) x)) 1) x))
x
(* -1 (* x (- (/ z x) 1)))
(* -1 (* x (- (/ z x) 1)))
(* -1 (* x (- (/ z x) 1)))
(* t (* x y))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(* t (* x y))
(* t (* x y))
(* t (* x y))
(* t (* x y))
(* t (* x y))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
x
(* -1 (* x (- (/ z x) 1)))
(* -1 (* x (- (/ z x) 1)))
(* -1 (* x (- (/ z x) 1)))
(* t (* x y))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(* t (* x y))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(* -1 (* x (+ (* -1 (* t y)) (/ (* t (* y z)) x))))
(* x y)
(* -1 (* x (+ (* -1 y) (/ (* y z) x))))
(* -1 (* x (+ (* -1 y) (/ (* y z) x))))
(* -1 (* x (+ (* -1 y) (/ (* y z) x))))

Outputs
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(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (.f64 (-.f64 x z) t) y)
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(*.f64 x y)
(*.f64 (-.f64 x z) y)
(*.f64 (-.f64 x z) y)
(*.f64 (-.f64 x z) y)
(.f64 (.f64 x y) t)
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (.f64 (-.f64 x z) t) y)
(/.f64 #s(literal 1 binary64) x)
(/.f64 (-.f64 (/.f64 z x) #s(literal -1 binary64)) x)
(/.f64 (fma.f64 (-.f64 (/.f64 z x) #s(literal -1 binary64)) (/.f64 z x) #s(literal 1 binary64)) x)
(/.f64 (-.f64 (/.f64 (fma.f64 (/.f64 z x) (fma.f64 (/.f64 z x) z z) z) x) #s(literal -1 binary64)) x)
x
(-.f64 x z)
(-.f64 x z)
(-.f64 x z)
(.f64 (.f64 x y) t)
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (.f64 x y) t)
(.f64 (.f64 x y) t)
(.f64 (.f64 x y) t)
(.f64 (.f64 x y) t)
(.f64 (.f64 x y) t)
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (.f64 (-.f64 x z) t) y)
x
(-.f64 x z)
(-.f64 x z)
(-.f64 x z)
(.f64 (.f64 x y) t)
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (.f64 x y) t)
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (.f64 (-.f64 x z) t) y)
(*.f64 x y)
(*.f64 (-.f64 x z) y)
(*.f64 (-.f64 x z) y)
(*.f64 (-.f64 x z) y)

rewrite150.0ms (1.7%)

Memory

33.9MiB live, 225.9MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	33	139
0	49	121
1	176	98
2	1104	98
0	8490	98

Stop Event

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

Counts

16 → 882

Calls

Call 1

Inputs
(/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 x z)))
(*.f64 (/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 x z))) t)
(/.f64 #s(literal 1 binary64) (-.f64 x z))
(-.f64 x z)
#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t y) x))
(.f64 (.f64 t y) x)
(*.f64 t y)
(.f64 #s(approx (- x z) (neg.f64 z)) (.f64 t y))
#s(approx (- x z) (neg.f64 z))
(neg.f64 z)
(fma.f64 (.f64 (neg.f64 z) t) y (.f64 (*.f64 t y) x))
(*.f64 (neg.f64 z) t)
(.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z))
(.f64 #s(approx (- ( x y) (* z y)) (.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y)) t)
#s(approx (- (* x y) (* z y)) (.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y))
(.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y)

Outputs
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eval189.0ms (2.2%)

Memory: 16.3MiB live, 354.5MiB allocated
Compiler: Compiled 34 020 to 2 765 computations (91.9% saved)

prune95.0ms (1.1%)

Memory

-25.1MiB live, 143.8MiB allocated

Pruning

15 alts after pruning (7 fresh and 8 done)

	Pruned	Kept	Total
New	1 596	5	1 601
Fresh	3	2	5
Picked	2	3	5
Done	0	5	5
Total	1 601	15	1 616

Accuracy

100.0%

Counts

1 616 → 15

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	82.9%	(fma.f64 (.f64 (neg.f64 z) t) y (.f64 (*.f64 t y) x))
✓	87.7%	(fma.f64 (.f64 y x) t (.f64 (*.f64 t (neg.f64 y)) z))
	73.4%	(/.f64 (.f64 (+.f64 z x) (.f64 (*.f64 (-.f64 x z) t) y)) (+.f64 z x))
	91.2%	(/.f64 (*.f64 t y) (/.f64 #s(literal 1 binary64) (-.f64 x z)))
▶	97.8%	(/.f64 (neg.f64 t) (/.f64 (/.f64 #s(literal -1 binary64) (-.f64 x z)) y))
✓	97.9%	(.f64 (fma.f64 y x (.f64 (neg.f64 y) z)) t)
▶	58.5%	(*.f64 (/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))) t)
✓	91.3%	(.f64 (-.f64 x z) (.f64 t y))
▶	49.7%	(.f64 (.f64 #s(approx (- x z) (neg.f64 z)) t) y)
▶	30.9%	(.f64 #s(approx (- ( x y) (* z y)) (.f64 (/.f64 y z) (.f64 (neg.f64 z) z))) t)
✓	54.2%	(.f64 #s(approx (- ( x y) (* z y)) (*.f64 (neg.f64 z) y)) t)
✓	58.5%	(.f64 #s(approx (- ( x y) (* z y)) (*.f64 y x)) t)
✓	51.6%	(.f64 #s(approx (- x z) (neg.f64 z)) (.f64 t y))
✓	56.7%	#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t y) x))
▶	50.5%	#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t x) y))

Compiler

Compiled 279 to 228 computations (18.3% saved)

simplify91.0ms (1%)

Memory

29.9MiB live, 107.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score
cost-diff	0	(/.f64 y z)
cost-diff	0	#s(approx (- (* x y) (* z y)) (.f64 (/.f64 y z) (.f64 (neg.f64 z) z)))
cost-diff	0	(.f64 #s(approx (- ( x y) (* z y)) (.f64 (/.f64 y z) (.f64 (neg.f64 z) z))) t)
cost-diff	1024	(.f64 (/.f64 y z) (.f64 (neg.f64 z) z))
cost-diff	0	(/.f64 #s(literal 1 binary64) x)
cost-diff	0	#s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))
cost-diff	0	(/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x)))
cost-diff	0	(*.f64 (/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))) t)
cost-diff	0	(neg.f64 z)
cost-diff	0	#s(approx (- x z) (neg.f64 z))
cost-diff	0	(*.f64 #s(approx (- x z) (neg.f64 z)) t)
cost-diff	0	(.f64 (.f64 #s(approx (- x z) (neg.f64 z)) t) y)
cost-diff	0	(*.f64 t x)
cost-diff	0	(.f64 (.f64 t x) y)
cost-diff	0	#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t x) y))
cost-diff	0	(/.f64 #s(literal -1 binary64) (-.f64 x z))
cost-diff	0	(/.f64 (/.f64 #s(literal -1 binary64) (-.f64 x z)) y)
cost-diff	0	(neg.f64 t)
cost-diff	1600	(/.f64 (neg.f64 t) (/.f64 (/.f64 #s(literal -1 binary64) (-.f64 x z)) y))

Iterations

Useful iterations: 3 (0.0ms)

Iter	Nodes	Cost
0	38	184
0	55	180
1	103	175
2	199	174
3	453	160
4	1047	160
5	3111	160
6	5403	160
7	7611	160
0	8008	160

Stop Event

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

Calls

Call 1

Inputs
(/.f64 (neg.f64 t) (/.f64 (/.f64 #s(literal -1 binary64) (-.f64 x z)) y))
(neg.f64 t)
t
(/.f64 (/.f64 #s(literal -1 binary64) (-.f64 x z)) y)
(/.f64 #s(literal -1 binary64) (-.f64 x z))
#s(literal -1 binary64)
(-.f64 x z)
x
z
y
#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t x) y))
(.f64 (.f64 t x) y)
(*.f64 t x)
t
x
y
(.f64 (.f64 #s(approx (- x z) (neg.f64 z)) t) y)
(*.f64 #s(approx (- x z) (neg.f64 z)) t)
#s(approx (- x z) (neg.f64 z))
(neg.f64 z)
z
t
y
(*.f64 (/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))) t)
(/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x)))
y
#s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))
(/.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
x
t
(.f64 #s(approx (- ( x y) (* z y)) (.f64 (/.f64 y z) (.f64 (neg.f64 z) z))) t)
#s(approx (- (* x y) (* z y)) (.f64 (/.f64 y z) (.f64 (neg.f64 z) z)))
(.f64 (/.f64 y z) (.f64 (neg.f64 z) z))
(/.f64 y z)
y
z
(*.f64 (neg.f64 z) z)
(neg.f64 z)
t

Outputs
(.f64 (.f64 (-.f64 x z) t) y)
(neg.f64 t)
t
(/.f64 (/.f64 #s(literal 1 binary64) y) (-.f64 z x))
(/.f64 #s(literal 1 binary64) (-.f64 z x))
#s(literal -1 binary64)
(-.f64 x z)
x
z
y
#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 y t) x))
(.f64 (.f64 y t) x)
(*.f64 x t)
t
x
y
(.f64 (.f64 y t) #s(approx (- x z) (neg.f64 z)))
(*.f64 #s(approx (- x z) (neg.f64 z)) t)
#s(approx (- x z) (neg.f64 z))
(neg.f64 z)
z
t
y
(/.f64 (*.f64 y t) #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x)))
(/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x)))
y
#s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))
(/.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
x
t
(.f64 #s(approx (- ( x y) (* z y)) (*.f64 (neg.f64 z) y)) t)
#s(approx (- (* x y) (* z y)) (*.f64 (neg.f64 z) y))
(*.f64 (neg.f64 z) y)
(/.f64 y z)
y
z
(*.f64 (neg.f64 z) z)
(neg.f64 z)
t

localize92.0ms (1.1%)

Memory

-6.5MiB live, 150.7MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0	(neg.f64 z)
accuracy	1.3734035614373785	(.f64 #s(approx (- ( x y) (* z y)) (.f64 (/.f64 y z) (.f64 (neg.f64 z) z))) t)
accuracy	25.909084574501225	(.f64 (/.f64 y z) (.f64 (neg.f64 z) z))
accuracy	31.375534257506764	#s(approx (- (* x y) (* z y)) (.f64 (/.f64 y z) (.f64 (neg.f64 z) z)))
accuracy	0	(/.f64 #s(literal 1 binary64) x)
accuracy	0.25	(/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x)))
accuracy	1.3734035614373785	(*.f64 (/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))) t)
accuracy	29.421454791062782	#s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))
accuracy	0	(neg.f64 z)
accuracy	0.0234375	(*.f64 #s(approx (- x z) (neg.f64 z)) t)
accuracy	9.501693033356124	(.f64 (.f64 #s(approx (- x z) (neg.f64 z)) t) y)
accuracy	33.61791842965422	#s(approx (- x z) (neg.f64 z))
accuracy	0	(*.f64 t x)
accuracy	6.201561866524175	(.f64 (.f64 t x) y)
accuracy	25.961939427942454	#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t x) y))
accuracy	0	(neg.f64 t)
accuracy	0.0234375	(/.f64 #s(literal -1 binary64) (-.f64 x z))
accuracy	0.2421875	(/.f64 (/.f64 #s(literal -1 binary64) (-.f64 x z)) y)
accuracy	1.3460598114373785	(/.f64 (neg.f64 t) (/.f64 (/.f64 #s(literal -1 binary64) (-.f64 x z)) y))

Samples

72.0ms

256×

valid

Compiler

Compiled 325 to 74 computations (77.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 52.0ms

ival-mult: 30.0ms (58% of total)

ival-div: 12.0ms (23.2% of total)

ival-sub: 5.0ms (9.7% of total)

ival-neg: 3.0ms (5.8% of total)

ival-add: 1.0ms (1.9% of total)

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

exact: 0.0ms (0% of total)

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

series60.0ms (0.7%)

Memory

18.0MiB live, 92.5MiB allocated

Counts

19 → 600

Calls

Call 1

Inputs
#s(alt #<batchref> (patch (/.f64 (neg.f64 t) (/.f64 (/.f64 #s(literal -1 binary64) (-.f64 x z)) y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (neg.f64 t) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 (/.f64 #s(literal -1 binary64) (-.f64 x z)) y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 #s(literal -1 binary64) (-.f64 x z)) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t x) y)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (.f64 (.f64 t x) y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 t x) #<representation binary64>) () ())
#s(alt #<batchref> (patch (.f64 (.f64 #s(approx (- x z) (neg.f64 z)) t) y) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 #s(approx (- x z) (neg.f64 z)) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (- x z) (neg.f64 z)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (neg.f64 z) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 (/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())
#s(alt #<batchref> (patch (.f64 (/.f64 y z) (.f64 (neg.f64 z) z)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (.f64 #s(approx (- ( x y) (* z y)) (.f64 (/.f64 y z) (.f64 (neg.f64 z) z))) t) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (- (* x y) (* z y)) (.f64 (/.f64 y z) (.f64 (neg.f64 z) z))) #<representation binary64>) () ())
#s(alt #<batchref> (patch (/.f64 y z) #<representation binary64>) () ())

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

Calls

12 calls:

Time	Variable		Point	Expression
11.0ms	x	@	-inf	((/ (neg t) (/ (/ -1 (- x z)) y)) (neg t) (/ (/ -1 (- x z)) y) (/ -1 (- x z)) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t x) y) (* t x) (* (* (- x z) t) y) (* (- x z) t) (- x z) (neg z) (* (/ y (/ 1 (- x z))) t) (/ y (/ 1 (- x z))) (/ 1 (- x z)) (/ 1 x) (* (/ y z) (* (neg z) z)) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (/ y z))
7.0ms	z	@	0	((/ (neg t) (/ (/ -1 (- x z)) y)) (neg t) (/ (/ -1 (- x z)) y) (/ -1 (- x z)) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t x) y) (* t x) (* (* (- x z) t) y) (* (- x z) t) (- x z) (neg z) (* (/ y (/ 1 (- x z))) t) (/ y (/ 1 (- x z))) (/ 1 (- x z)) (/ 1 x) (* (/ y z) (* (neg z) z)) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (/ y z))
3.0ms	y	@	inf	((/ (neg t) (/ (/ -1 (- x z)) y)) (neg t) (/ (/ -1 (- x z)) y) (/ -1 (- x z)) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t x) y) (* t x) (* (* (- x z) t) y) (* (- x z) t) (- x z) (neg z) (* (/ y (/ 1 (- x z))) t) (/ y (/ 1 (- x z))) (/ 1 (- x z)) (/ 1 x) (* (/ y z) (* (neg z) z)) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (/ y z))
3.0ms	y	@	-inf	((/ (neg t) (/ (/ -1 (- x z)) y)) (neg t) (/ (/ -1 (- x z)) y) (/ -1 (- x z)) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t x) y) (* t x) (* (* (- x z) t) y) (* (- x z) t) (- x z) (neg z) (* (/ y (/ 1 (- x z))) t) (/ y (/ 1 (- x z))) (/ 1 (- x z)) (/ 1 x) (* (/ y z) (* (neg z) z)) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (/ y z))
2.0ms	x	@	inf	((/ (neg t) (/ (/ -1 (- x z)) y)) (neg t) (/ (/ -1 (- x z)) y) (/ -1 (- x z)) (+ (* (* y x) t) (* (* t (neg y)) z)) (* (* t x) y) (* t x) (* (* (- x z) t) y) (* (- x z) t) (- x z) (neg z) (* (/ y (/ 1 (- x z))) t) (/ y (/ 1 (- x z))) (/ 1 (- x z)) (/ 1 x) (* (/ y z) (* (neg z) z)) (* (- (* x y) (* z y)) t) (- (* x y) (* z y)) (/ y z))

simplify154.0ms (1.8%)

Memory

-17.3MiB live, 195.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	407	4513
1	1313	4359
2	3628	4121
0	8175	4085

Stop Event

1×	iter limit
1×	node limit

Counts

600 → 597

Calls

Call 1

Inputs
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
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(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
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(* t (* x y))
(* t (* x y))
(* t (* x y))
(* t (* x y))
(* t x)
(* t x)
(* t x)
(* t x)
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (- x z))
(* t (- x z))
(* t (- x z))
(* t (- x z))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (- (* x y) (* y z)))
(* t (- (* x y) (* y z)))
(* t (- (* x y) (* y z)))
(* t (- (* x y) (* y z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* -1 t)
(* -1 t)
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(* -1 t)
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (+ (* -1 (* y z)) (* x y)))
(* t (* x y))
(* t (* x y))
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(* t (* x y))
(* t x)
(* t x)
(* t x)
(* t x)
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
(* t (* y (- x z)))
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(* t (- x z))
(* t (- x z))
(* t (- x z))
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(* t (* y (- x z)))
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(+ (* -1 (* t (* y z))) (* t (* x y)))
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(/ -1 (* x y))
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(/ -1 x)
(- (* -1 (/ z (pow x 2))) (/ 1 x))
(- (* z (- (* -1 (/ z (pow x 3))) (/ 1 (pow x 2)))) (/ 1 x))
(- (* z (- (* z (- (* -1 (/ z (pow x 4))) (/ 1 (pow x 3)))) (/ 1 (pow x 2)))) (/ 1 x))
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(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(+ (* -1 (* t (* y z))) (* t (* x y)))
(* t x)
(+ (* -1 (* t z)) (* t x))
(+ (* -1 (* t z)) (* t x))
(+ (* -1 (* t z)) (* t x))
x
(+ x (* -1 z))
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(+ (* -1 (* y z)) (* x y))
(/ 1 x)
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(+ (* z (+ (/ 1 (pow x 2)) (/ z (pow x 3)))) (/ 1 x))
(+ (* z (+ (* z (+ (/ 1 (pow x 3)) (/ z (pow x 4)))) (/ 1 (pow x 2)))) (/ 1 x))
(* -1 (* y z))
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(* -1 (* y z))
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(+ (* -1 (* t (* y z))) (* t (* x y)))
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(+ (* -1 (* t (* y z))) (* t (* x y)))
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(* -1 (* t (* y z)))
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(/ 1 (* y z))
(/ (+ (/ 1 y) (/ x (* y z))) z)
(/ (- (+ (/ 1 y) (/ (pow x 2) (* y (pow z 2)))) (* -1 (/ x (* y z)))) z)
(/ (- (+ (/ 1 y) (/ (pow x 3) (* y (pow z 3)))) (+ (* -1 (/ x (* y z))) (* -1 (/ (pow x 2) (* y (pow z 2)))))) z)
(/ 1 z)
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(/ (- (+ 1 (/ (pow x 2) (pow z 2))) (* -1 (/ x z))) z)
(/ (- (+ 1 (/ (pow x 3) (pow z 3))) (+ (* -1 (/ x z)) (* -1 (/ (pow x 2) (pow z 2))))) z)
(* -1 (* t (* y z)))
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(* -1 (* y z))
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(* z (+ (* -1 y) (/ (* x y) z)))
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(/ (- (* -1 (/ (pow x 2) (pow z 2))) (+ 1 (/ x z))) z)
(/ (- (* -1 (/ (pow x 3) (pow z 3))) (+ 1 (+ (/ x z) (/ (pow x 2) (pow z 2))))) z)
(* -1 (* y z))
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(* -1 (* y z))
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(* -1 (* t (* y z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
(* z (+ (* -1 (* t y)) (/ (* t (* x y)) z)))
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(* -1 (* y z))
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(* z (- (/ (* x y) z) y))
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(/ y z)
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(* -1 (* t (* y z)))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(/ 1 (* y z))
(* -1 (/ (- (* -1 (/ x (* y z))) (/ 1 y)) z))
(* -1 (/ (- (* -1 (/ (- (/ (pow x 2) (* y z)) (* -1 (/ x y))) z)) (/ 1 y)) z))
(* -1 (/ (- (* -1 (/ (- (* -1 (/ (- (* -1 (/ (pow x 3) (* y z))) (/ (pow x 2) y)) z)) (* -1 (/ x y))) z)) (/ 1 y)) z))
(/ 1 z)
(* -1 (/ (- (* -1 (/ x z)) 1) z))
(* -1 (/ (- (* -1 (/ (- (/ (pow x 2) z) (* -1 x)) z)) 1) z))
(* -1 (/ (- (* -1 (/ (- (* -1 (/ (- (* -1 (/ (pow x 3) z)) (pow x 2)) z)) (* -1 x)) z)) 1) z))
(* -1 (* t (* y z)))
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(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
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(* -1 (* t (* y z)))
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(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
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(* -1 (* z (+ y (* -1 (/ (* x y) z)))))
(/ -1 z)
(* -1 (/ (+ 1 (/ x z)) z))
(* -1 (/ (+ 1 (* -1 (/ (- (* -1 (/ (pow x 2) z)) x) z))) z))
(* -1 (/ (+ 1 (* -1 (/ (- (* -1 (/ (- (/ (pow x 3) z) (* -1 (pow x 2))) z)) x) z))) z))
(* -1 (* y z))
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(* -1 (* z (+ (* -1 (/ (* t (* x y)) z)) (* t y))))
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(* -1 (* z (- (* -1 (/ (* x y) z)) (* -1 y))))
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Outputs
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(.f64 (.f64 t (fma.f64 (/.f64 (neg.f64 z) x) y y)) x)
(.f64 (.f64 t (fma.f64 (/.f64 (neg.f64 z) x) y y)) x)
(.f64 (.f64 t (fma.f64 (/.f64 (neg.f64 z) x) y y)) x)
(*.f64 y x)
(*.f64 (fma.f64 (/.f64 (neg.f64 z) x) y y) x)
(*.f64 (fma.f64 (/.f64 (neg.f64 z) x) y y) x)
(*.f64 (fma.f64 (/.f64 (neg.f64 z) x) y y) x)

rewrite215.0ms (2.5%)

Memory

-2.5MiB live, 192.6MiB allocated

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	38	157
0	55	153
1	181	147
2	1082	133
0	8711	133

Stop Event

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

Counts

19 → 533

Calls

Call 1

Inputs
(/.f64 (neg.f64 t) (/.f64 (/.f64 #s(literal -1 binary64) (-.f64 x z)) y))
(neg.f64 t)
(/.f64 (/.f64 #s(literal -1 binary64) (-.f64 x z)) y)
(/.f64 #s(literal -1 binary64) (-.f64 x z))
#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t x) y))
(.f64 (.f64 t x) y)
(*.f64 t x)
(.f64 (.f64 #s(approx (- x z) (neg.f64 z)) t) y)
(*.f64 #s(approx (- x z) (neg.f64 z)) t)
#s(approx (- x z) (neg.f64 z))
(neg.f64 z)
(*.f64 (/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))) t)
(/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x)))
#s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))
(/.f64 #s(literal 1 binary64) x)
(.f64 (/.f64 y z) (.f64 (neg.f64 z) z))
(.f64 #s(approx (- ( x y) (* z y)) (.f64 (/.f64 y z) (.f64 (neg.f64 z) z))) t)
#s(approx (- (* x y) (* z y)) (.f64 (/.f64 y z) (.f64 (neg.f64 z) z)))
(/.f64 y z)

Outputs
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eval291.0ms (3.3%)

Memory: -8.1MiB live, 259.1MiB allocated
Compiler: Compiled 22 769 to 2 049 computations (91% saved)

prune82.0ms (0.9%)

Memory

16.2MiB live, 130.4MiB allocated

Pruning

16 alts after pruning (4 fresh and 12 done)

	Pruned	Kept	Total
New	1 159	3	1 162
Fresh	1	1	2
Picked	1	4	5
Done	0	8	8
Total	1 161	16	1 177

Accuracy

100.0%

Counts

1 177 → 16

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	82.9%	(fma.f64 (.f64 (neg.f64 z) t) y (.f64 (*.f64 t y) x))
✓	87.7%	(fma.f64 (.f64 y x) t (.f64 (*.f64 t (neg.f64 y)) z))
	91.2%	(/.f64 (*.f64 t y) (/.f64 #s(literal 1 binary64) (-.f64 x z)))
	97.8%	(/.f64 (neg.f64 t) (/.f64 #s(literal 1 binary64) (*.f64 (-.f64 z x) y)))
✓	97.9%	(.f64 (fma.f64 y x (.f64 (neg.f64 y) z)) t)
✓	58.5%	(*.f64 (/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))) t)
	91.3%	(*.f64 (-.f64 z x) (/.f64 t (/.f64 #s(literal -1 binary64) y)))
✓	91.3%	(.f64 (-.f64 x z) (.f64 t y))
✓	49.7%	(.f64 (.f64 #s(approx (- x z) (neg.f64 z)) t) y)
	90.4%	(.f64 #s(approx (/ y (/ 1 (- x z))) (.f64 (fma.f64 (/.f64 y z) x (neg.f64 y)) z)) t)
✓	30.9%	(.f64 #s(approx (- ( x y) (* z y)) (.f64 (/.f64 y z) (.f64 (neg.f64 z) z))) t)
✓	54.2%	(.f64 #s(approx (- ( x y) (* z y)) (*.f64 (neg.f64 z) y)) t)
✓	58.5%	(.f64 #s(approx (- ( x y) (* z y)) (*.f64 y x)) t)
✓	51.6%	(.f64 #s(approx (- x z) (neg.f64 z)) (.f64 t y))
✓	56.7%	#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t y) x))
✓	50.5%	#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t x) y))

Compiler

Compiled 559 to 280 computations (49.9% saved)

regimes115.0ms (1.3%)

Memory

-8.8MiB live, 91.6MiB allocated

Counts

28 → 1

Calls

Call 1

Inputs
#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t x) y))
#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t y) x))
(.f64 #s(approx (- ( x y) (* z y)) (*.f64 y x)) t)
#s(approx (* (- (* x y) (* z y)) t) (.f64 (.f64 (neg.f64 t) z) y))
(.f64 #s(approx (- x z) (neg.f64 z)) (.f64 t y))
(.f64 #s(approx (- ( x y) (* z y)) (*.f64 (neg.f64 z) y)) t)
(.f64 (.f64 #s(approx (- x z) (neg.f64 z)) t) y)
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (-.f64 x z) (.f64 t y))
(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)
(.f64 (fma.f64 y x (.f64 (neg.f64 y) z)) t)
(fma.f64 (.f64 t (neg.f64 z)) y (.f64 t (*.f64 y x)))
(fma.f64 (.f64 y x) t (.f64 (*.f64 t (neg.f64 y)) z))
(fma.f64 (.f64 (neg.f64 z) t) y (.f64 (*.f64 t y) x))
(*.f64 (/.f64 y #s(approx (/ 1 (- x z)) (/.f64 #s(literal 1 binary64) x))) t)
(.f64 #s(approx (- ( x y) (* z y)) (.f64 (/.f64 y z) (.f64 (neg.f64 z) z))) t)
(.f64 #s(approx (/ y (/ 1 (- x z))) (.f64 (fma.f64 (/.f64 y z) x (neg.f64 y)) z)) t)
(*.f64 (-.f64 z x) (/.f64 t (/.f64 #s(literal -1 binary64) y)))
(*.f64 (/.f64 y (/.f64 #s(literal 1 binary64) (-.f64 x z))) t)
(/.f64 (*.f64 t y) (/.f64 #s(literal 1 binary64) (-.f64 x z)))
(/.f64 (neg.f64 t) (/.f64 #s(literal 1 binary64) (*.f64 (-.f64 z x) y)))
(.f64 #s(approx (- ( x y) (* z y)) (.f64 (.f64 (*.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z)) y)) t)
(.f64 (/.f64 (.f64 (*.f64 (+.f64 z x) (-.f64 x z)) y) (+.f64 z x)) t)
(/.f64 (.f64 (+.f64 z x) (.f64 (*.f64 (-.f64 x z) t) y)) (+.f64 z x))
(/.f64 (neg.f64 t) (/.f64 (/.f64 #s(literal -1 binary64) (-.f64 x z)) y))
(.f64 (/.f64 (.f64 (.f64 (.f64 (-.f64 x z) y) y) (+.f64 z x)) (*.f64 (-.f64 x z) y)) t)
(/.f64 t (pow.f64 (*.f64 (-.f64 x z) y) #s(literal -1 binary64)))
(/.f64 (.f64 (neg.f64 (-.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (pow.f64 (.f64 z y) #s(literal 2 binary64)))) t) (.f64 (neg.f64 y) (+.f64 z x)))

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

Calls

6 calls:

66.0ms	t
13.0ms	y
9.0ms	z
9.0ms	x
8.0ms	(-.f64 (.f64 x y) (.f64 z y))

Results

Accuracy	Segments	Branch
97.9%	1	`x`
97.9%	1	`y`
97.9%	1	`z`
97.9%	1	`t`
97.9%	1	`(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)`
97.9%	1	`(-.f64 (.f64 x y) (.f64 z y))`

Compiler

Compiled 20 to 31 computations (-55% saved)

regimes29.0ms (0.3%)

Memory

-15.5MiB live, 58.7MiB allocated

Counts

10 → 1

Calls

Call 1

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

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

Calls

6 calls:

7.0ms	(-.f64 (.f64 x y) (.f64 z y))
6.0ms	x
4.0ms	t
4.0ms	y
4.0ms	z

Results

Accuracy	Segments	Branch
97.5%	1	`x`
97.5%	1	`y`
97.5%	1	`z`
97.5%	1	`(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)`
97.5%	1	`(-.f64 (.f64 x y) (.f64 z y))`
97.5%	1	`t`

Compiler

Compiled 20 to 31 computations (-55% saved)

regimes22.0ms (0.3%)

Memory

24.0MiB live, 24.0MiB allocated

Counts

9 → 2

Calls

Call 1

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

Outputs
(.f64 (.f64 (-.f64 x z) t) y)
(.f64 (-.f64 x z) (.f64 t y))

Calls

6 calls:

4.0ms	x
4.0ms	t
4.0ms	z
4.0ms	(-.f64 (.f64 x y) (.f64 z y))
4.0ms	y

Results

Accuracy	Segments	Branch
91.3%	1	`x`
93.5%	2	`y`
91.3%	1	`z`
97.6%	3	`(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)`
91.3%	1	`(-.f64 (.f64 x y) (.f64 z y))`
97.6%	2	`t`

Compiler

Compiled 20 to 31 computations (-55% saved)

regimes47.0ms (0.5%)

Memory

-34.3MiB live, 15.9MiB allocated

Counts

8 → 2

Calls

Call 1

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

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

Calls

6 calls:

30.0ms	(-.f64 (.f64 x y) (.f64 z y))
3.0ms	z
3.0ms	x
3.0ms	t
3.0ms	y

Results

Accuracy	Segments	Branch
89.9%	2	`x`
87.4%	2	`z`
85.1%	1	`(-.f64 (.f64 x y) (.f64 z y))`
85.1%	1	`y`
85.1%	1	`(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)`
85.1%	1	`t`

Compiler

Compiled 20 to 31 computations (-55% saved)

regimes19.0ms (0.2%)

Memory

22.4MiB live, 22.4MiB allocated

Counts

7 → 3

Calls

Call 1

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

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

Calls

6 calls:

3.0ms	x
3.0ms	z
3.0ms	y
3.0ms	(-.f64 (.f64 x y) (.f64 z y))
3.0ms	t

Results

Accuracy	Segments	Branch
63.2%	3	`(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)`
67.8%	5	`y`
63.3%	2	`t`
63.7%	3	`(-.f64 (.f64 x y) (.f64 z y))`
81.2%	3	`z`
85.2%	3	`x`

Compiler

Compiled 20 to 31 computations (-55% saved)

regimes3.0ms (0%)

Memory

3.9MiB live, 3.9MiB allocated

Counts

5 → 4

Calls

Call 1

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

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

Calls

1 calls:

3.0ms

Results

Accuracy	Segments	Branch
84.9%	4	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes3.0ms (0%)

Memory

3.6MiB live, 3.6MiB allocated

Counts

4 → 3

Calls

Call 1

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

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

Calls

1 calls:

2.0ms

Results

Accuracy	Segments	Branch
81.9%	3	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes21.0ms (0.2%)

Memory

-16.3MiB live, 21.0MiB allocated

Counts

3 → 1

Calls

Call 1

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

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

Calls

6 calls:

11.0ms	x
2.0ms	z
2.0ms	y
2.0ms	t
2.0ms	(-.f64 (.f64 x y) (.f64 z y))

Results

Accuracy	Segments	Branch
58.5%	1	`(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)`
58.5%	1	`(-.f64 (.f64 x y) (.f64 z y))`
58.5%	1	`y`
58.5%	1	`t`
58.5%	1	`z`
58.5%	1	`x`

Compiler

Compiled 20 to 31 computations (-55% saved)

regimes13.0ms (0.1%)

Memory

-13.8MiB live, 23.3MiB allocated

Counts

2 → 2

Calls

Call 1

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

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

Calls

6 calls:

4.0ms	x
2.0ms	z
2.0ms	t
2.0ms	y
2.0ms	(-.f64 (.f64 x y) (.f64 z y))

Results

Accuracy	Segments	Branch
56.7%	1	`x`
56.7%	1	`z`
58.9%	2	`t`
56.7%	1	`(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)`
56.7%	1	`(-.f64 (.f64 x y) (.f64 z y))`
56.7%	1	`y`

Compiler

Compiled 20 to 31 computations (-55% saved)

regimes9.0ms (0.1%)

Memory

23.1MiB live, 23.1MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

6 calls:

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

Results

Accuracy	Segments	Branch
50.5%	1	`z`
50.5%	1	`(-.f64 (.f64 x y) (.f64 z y))`
50.5%	1	`y`
50.5%	1	`x`
50.5%	1	`(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)`
50.5%	1	`t`

Compiler

Compiled 20 to 31 computations (-55% saved)

bsearch17.0ms (0.2%)

Memory

-6.0MiB live, 30.6MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
16.0ms	1.113715258715508e-42	1.5125874158795671e-37

Samples

10.0ms

144×

valid

Compiler

Compiled 138 to 159 computations (-15.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 6.0ms

ival-mult: 6.0ms (93.5% of total)

ival-sub: 1.0ms (15.6% of total)

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

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

bsearch8.0ms (0.1%)

Memory

13.8MiB live, 13.8MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
7.0ms	1.940602407231873e+207	5.597667430168909e+207

Samples

4.0ms

80×

valid

Compiler

Compiled 112 to 110 computations (1.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 2.0ms

ival-mult: 1.0ms (52.7% of total)

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

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

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

bsearch52.0ms (0.6%)

Memory

-7.5MiB live, 37.9MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
13.0ms	3.3585358340141493e-62	9.981381937601742e-54
37.0ms	-0.7466770161240002	-0.004304399027144461

Samples

40.0ms

256×

valid

Compiler

Compiled 444 to 383 computations (13.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 33.0ms

ival-mult: 32.0ms (95.7% of total)

ival-sub: 1.0ms (3% of total)

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

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

bsearch22.0ms (0.3%)

Memory

11.3MiB live, 48.9MiB allocated

Algorithm

3×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	3.3585358340141493e-62	9.981381937601742e-54
10.0ms	4.2312160859424045e-215	7.254888238454444e-213
9.0ms	-0.7466770161240002	-0.004304399027144461

Samples

12.0ms

192×

valid

Compiler

Compiled 604 to 533 computations (11.8% saved)

Precisions

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

ival-mult: 4.0ms (84.6% of total)

ival-sub: 1.0ms (21.2% of total)

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

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

bsearch4.0ms (0%)

Memory

-31.1MiB live, 5.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	3.3585358340141493e-62	9.981381937601742e-54
1.0ms	-0.7466770161240002	-0.004304399027144461

Compiler

Compiled 476 to 399 computations (16.2% saved)

bsearch8.0ms (0.1%)

Memory

23.0MiB live, 23.0MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
7.0ms	4.722037362098274e-43	1.113715258715508e-42

Samples

4.0ms

80×

valid

Compiler

Compiled 192 to 155 computations (19.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 2.0ms

ival-mult: 1.0ms (51.7% of total)

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

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

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

simplify52.0ms (0.6%)

Memory

9.8MiB live, 95.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	72	293
1	106	293
2	125	293
3	140	293
4	144	293
5	145	293

Stop Event

1×

saturated

Calls

Call 1

Inputs
(.f64 (fma.f64 y x (.f64 (neg.f64 y) z)) t)
(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)
(if (<=.f64 t #s(literal 4781386087501573/12259964326927110866866776217202473468949912977468817408 binary64)) (.f64 (.f64 (-.f64 x z) t) y) (.f64 (-.f64 x z) (.f64 t y)))
(if (<=.f64 x #s(literal 4400000000000000171131741224788909097752438968988888586709304808338416948732935457575518486746618861042364253725413384819539506902015252712776808157735833375595121795555145515960924055536861633650178589196288 binary64)) (.f64 (.f64 (-.f64 x z) t) y) (.f64 #s(approx (- ( x y) (* z y)) (*.f64 y x)) t))
(if (<=.f64 x #s(literal -5764607523034235/18014398509481984 binary64)) (.f64 #s(approx (- ( x y) (* z y)) (.f64 y x)) t) (if (<=.f64 x #s(literal 8056822615389433/14134776518227074636666380005943348126619871175004951664972849610340958208 binary64)) (.f64 #s(approx (- (* x y) (* z y)) (.f64 (neg.f64 z) y)) t) (.f64 #s(approx (- (* x y) (* z y)) (*.f64 y x)) t)))
(if (<=.f64 x #s(literal -7926335344172073/72057594037927936 binary64)) (.f64 #s(approx (- ( x y) (* z y)) (.f64 y x)) t) (if (<=.f64 x #s(literal 3153552374985815/24258095192198577111702804507226602425888844017448384549047688094157046135724638848919975137947601217976370792142673018846430938189293974866316988672518455300069609000325779774222895087993725700394734362401819824232700732090875904 binary64)) #s(approx ( (- (* x y) (* z y)) t) (.f64 (.f64 (neg.f64 t) z) y)) (if (<=.f64 x #s(literal 7774127085024891/14134776518227074636666380005943348126619871175004951664972849610340958208 binary64)) (.f64 #s(approx (- x z) (neg.f64 z)) (.f64 t y)) (.f64 #s(approx (- ( x y) (* z y)) (*.f64 y x)) t))))
(if (<=.f64 x #s(literal -7926335344172073/72057594037927936 binary64)) (.f64 #s(approx (- ( x y) (* z y)) (.f64 y x)) t) (if (<=.f64 x #s(literal 7774127085024891/14134776518227074636666380005943348126619871175004951664972849610340958208 binary64)) #s(approx ( (- (* x y) (* z y)) t) (.f64 (.f64 (neg.f64 t) z) y)) (.f64 #s(approx (- ( x y) (* z y)) (*.f64 y x)) t)))
(.f64 #s(approx (- ( x y) (* z y)) (*.f64 y x)) t)
(if (<=.f64 t #s(literal 6904811908925349/6277101735386680763835789423207666416102355444464034512896 binary64)) #s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t x) y)) #s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t y) x)))
#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t x) y))

Outputs
(.f64 t (fma.f64 y x (.f64 (neg.f64 z) y)))
(.f64 (-.f64 (.f64 x y) (*.f64 z y)) t)
(if (<=.f64 t #s(literal 4781386087501573/12259964326927110866866776217202473468949912977468817408 binary64)) (.f64 (.f64 (-.f64 x z) t) y) (.f64 (.f64 t y) (-.f64 x z)))
(if (<=.f64 x #s(literal 4400000000000000171131741224788909097752438968988888586709304808338416948732935457575518486746618861042364253725413384819539506902015252712776808157735833375595121795555145515960924055536861633650178589196288 binary64)) (.f64 (.f64 (-.f64 x z) t) y) (.f64 #s(approx (- ( x y) (* z y)) (*.f64 x y)) t))
(if (<=.f64 x #s(literal -5764607523034235/18014398509481984 binary64)) (.f64 #s(approx (- ( x y) (* z y)) (.f64 x y)) t) (if (<=.f64 x #s(literal 8056822615389433/14134776518227074636666380005943348126619871175004951664972849610340958208 binary64)) (.f64 #s(approx (- (* x y) (* z y)) (.f64 (neg.f64 z) y)) t) (.f64 #s(approx (- (* x y) (* z y)) (*.f64 x y)) t)))
(if (<=.f64 x #s(literal -7926335344172073/72057594037927936 binary64)) (.f64 #s(approx (- ( x y) (* z y)) (.f64 x y)) t) (if (<=.f64 x #s(literal 3153552374985815/24258095192198577111702804507226602425888844017448384549047688094157046135724638848919975137947601217976370792142673018846430938189293974866316988672518455300069609000325779774222895087993725700394734362401819824232700732090875904 binary64)) #s(approx ( (- (* x y) (* z y)) t) (.f64 (.f64 (neg.f64 t) z) y)) (if (<=.f64 x #s(literal 7774127085024891/14134776518227074636666380005943348126619871175004951664972849610340958208 binary64)) (.f64 #s(approx (- x z) (neg.f64 z)) (.f64 t y)) (.f64 #s(approx (- ( x y) (* z y)) (*.f64 x y)) t))))
(if (<=.f64 x #s(literal -7926335344172073/72057594037927936 binary64)) (.f64 #s(approx (- ( x y) (* z y)) (.f64 x y)) t) (if (<=.f64 x #s(literal 7774127085024891/14134776518227074636666380005943348126619871175004951664972849610340958208 binary64)) #s(approx ( (- (* x y) (* z y)) t) (.f64 (.f64 (neg.f64 t) z) y)) (.f64 #s(approx (- ( x y) (* z y)) (*.f64 x y)) t)))
(.f64 #s(approx (- ( x y) (* z y)) (*.f64 x y)) t)
(if (<=.f64 t #s(literal 6904811908925349/6277101735386680763835789423207666416102355444464034512896 binary64)) #s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t x) y)) #s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t y) x)))
#s(approx (+ (* (* y x) t) (* (* t (neg y)) z)) (.f64 (.f64 t x) y))

soundness1.6s (18.8%)

Memory

8.2MiB live, 680.9MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	8	22
0	12	18
1	35	18
2	237	18
3	2343	18
0	8272	18
0	56	798
1	194	666
2	574	666
3	2066	666
4	4664	666
5	6786	666
6	7420	666
7	7874	666
0	8135	666
0	33	139
0	49	121
1	176	98
2	1104	98
0	8490	98
0	98	3507
1	350	2907
2	926	2907
3	2761	2907
4	4779	2907
5	5934	2907
6	6808	2907
7	7596	2907
8	7858	2907
0	8135	2907

Stop Event

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

Compiler

Compiled 535 to 266 computations (50.3% saved)

preprocess740.0ms (8.5%)

Memory: -28.6MiB live, 734.3MiB allocated
Compiler: Compiled 878 to 380 computations (56.7% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze0.0ms (0%)

sample1.3s (14.6%)

explain136.0ms (1.6%)

preprocess138.0ms (1.6%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify31.0ms (0.4%)

localize33.0ms (0.4%)

series13.0ms (0.2%)

simplify173.0ms (2%)

rewrite253.0ms (2.9%)

eval173.0ms (2%)

prune142.0ms (1.6%)

simplify91.0ms (1%)

localize80.0ms (0.9%)

series126.0ms (1.4%)

simplify394.0ms (4.5%)

rewrite315.0ms (3.6%)

eval224.0ms (2.6%)

prune81.0ms (0.9%)

simplify117.0ms (1.3%)

localize450.0ms (5.2%)

series71.0ms (0.8%)

simplify164.0ms (1.9%)

rewrite150.0ms (1.7%)

eval189.0ms (2.2%)

prune95.0ms (1.1%)

simplify91.0ms (1%)

localize92.0ms (1.1%)

series60.0ms (0.7%)

simplify154.0ms (1.8%)

rewrite215.0ms (2.5%)

eval291.0ms (3.3%)

prune82.0ms (0.9%)

regimes115.0ms (1.3%)

regimes29.0ms (0.3%)

regimes22.0ms (0.3%)

regimes47.0ms (0.5%)

regimes19.0ms (0.2%)

regimes3.0ms (0%)

regimes3.0ms (0%)

regimes21.0ms (0.2%)

regimes13.0ms (0.1%)

regimes9.0ms (0.1%)

bsearch17.0ms (0.2%)

bsearch8.0ms (0.1%)

bsearch52.0ms (0.6%)

bsearch22.0ms (0.3%)

bsearch4.0ms (0%)

bsearch8.0ms (0.1%)

simplify52.0ms (0.6%)

soundness1.6s (18.8%)

preprocess740.0ms (8.5%)

end0.0ms (0%)

Profiling