Metrics for Diagrams.Color.HSV:lerp from diagrams-contrib-1.3.0.5

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.9%	0.1%	0%	0%	0%	0
100%	99.9%	0%	0.1%	0%	0%	0%	1

Compiler

Compiled 11 to 10 computations (9.1% saved)

sample4.6s (50.1%)

Memory

4.9MiB live, 1 071.4MiB allocated

Samples

4.0s

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 3.8s

ival-mult: 2.8s (73.2% of total)

ival-add: 938.0ms (24.9% of total)

ival-sub: 58.0ms (1.5% of total)

ival-true: 6.0ms (0.2% of total)

exact: 4.0ms (0.1% of total)

ival-assert: 3.0ms (0.1% of total)

Bogosity

explain120.0ms (1.3%)

Memory

-1.8MiB live, 166.4MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
7	-	-	`(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))`
0	-	-	`y`
0	-	-	`(*.f64 (-.f64 #s(literal 1 binary64) x) y)`
0	-	-	`(-.f64 #s(literal 1 binary64) x)`
0	-	-	`#s(literal 1 binary64)`
0	-	-	`z`
0	-	-	`(*.f64 x z)`
0	-	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`+.f64`	`(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))`	nan-rescue	7	0
↳	`(*.f64 (-.f64 #s(literal 1 binary64) x) y)`	overflow	36
↳	`(*.f64 x z)`	overflow	38

Confusion

	Predicted +	Predicted -
+	7	0
-	0	249

Precision

1.0

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	7	0	0
-	0	0	249

Precision?

1.0

Recall?

1.0

Freqs

test

number	freq
0	249
1	7

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

50.0ms

512×

valid

Compiler

Compiled 85 to 36 computations (57.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 22.0ms

ival-mult: 16.0ms (71.9% of total)

ival-sub: 3.0ms (13.5% of total)

ival-add: 2.0ms (9% of total)

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

exact: 0.0ms (0% of total)

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

preprocess104.0ms (1.1%)

Memory

-14.0MiB live, 64.9MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	32	90
1	80	81
2	188	81
3	570	68
4	1187	64
5	1946	63
6	2330	63
7	2393	63
8	2397	63
9	2397	63
0	8	9
0	12	9
1	19	9
2	29	9
3	52	9
4	107	8
5	155	7
6	245	7
7	396	7
8	575	7
9	656	7
10	659	7
0	659	6

Stop Event

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

Calls

Call 1

Inputs
(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))

Outputs
(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))
(fma.f64 (-.f64 z y) x y)

Compiler

Compiled 9 to 8 computations (11.1% saved)

eval0.0ms (0%)

Memory: 0.4MiB live, 0.4MiB allocated
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory

1.7MiB live, 1.7MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	97.3%	(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))

Compiler

Compiled 9 to 8 computations (11.1% saved)

simplify82.0ms (0.9%)

Memory

-0.1MiB live, 41.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 x z)
cost-diff	0	(-.f64 #s(literal 1 binary64) x)
cost-diff	0	(*.f64 (-.f64 #s(literal 1 binary64) x) y)
cost-diff	448	(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	8	24
0	12	24
1	19	24
2	29	24
3	52	24
4	107	23
5	155	22
6	245	22
7	396	22
8	575	22
9	656	22
10	659	22
0	659	21

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize35.0ms (0.4%)

Memory

-8.3MiB live, 31.1MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0	(-.f64 #s(literal 1 binary64) x)
accuracy	0	(*.f64 x z)
accuracy	0.00390625	(*.f64 (-.f64 #s(literal 1 binary64) x) y)
accuracy	1.4999958716604118	(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))

Samples

14.0ms

256×

valid

Compiler

Compiled 50 to 18 computations (64% saved)

Precisions

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

ival-mult: 3.0ms (47.5% of total)

ival-sub: 2.0ms (31.6% of total)

ival-add: 1.0ms (15.8% of total)

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

exact: 0.0ms (0% of total)

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

series8.0ms (0.1%)

Memory

14.0MiB live, 14.0MiB allocated

Counts

4 → 96

Calls

Call 1

Inputs
#s(alt (+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z)) (patch (+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z)) #<representation binary64>) () ())
#s(alt (.f64 (-.f64 #s(literal 1 binary64) x) y) (patch (.f64 (-.f64 #s(literal 1 binary64) x) y) #<representation binary64>) () ())
#s(alt (-.f64 #s(literal 1 binary64) x) (patch (-.f64 #s(literal 1 binary64) x) #<representation binary64>) () ())
#s(alt (.f64 x z) (patch (.f64 x z) #<representation binary64>) () ())

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

Calls

9 calls:

Time	Variable		Point	Expression
1.0ms	x	@	inf	((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (* x z))
1.0ms	y	@	0	((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (* x z))
1.0ms	x	@	-inf	((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (* x z))
1.0ms	y	@	inf	((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (* x z))
1.0ms	z	@	inf	((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (* x z))

simplify122.0ms (1.3%)

Memory

14.5MiB live, 89.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	57	498
1	192	442
2	594	442
3	1481	442
4	4278	442
5	6834	442
0	8115	415

Stop Event

1×	iter limit
1×	node limit

Counts

96 → 94

Calls

Call 1

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

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

rewrite446.0ms (4.9%)

Memory

2.8MiB live, 278.6MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	8	20
0	12	20
1	44	20
2	313	20
3	3748	20
0	12553	19

Stop Event

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

Counts

4 → 284

Calls

Call 1

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

Outputs
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#<batchref>
#<batchref>
#<batchref>
#<batchref>
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#<batchref>

eval181.0ms (2%)

Memory: -5.7MiB live, 133.7MiB allocated
Compiler: Compiled 7 614 to 921 computations (87.9% saved)

prune58.0ms (0.6%)

Memory

-9.4MiB live, 28.5MiB allocated

Pruning

5 alts after pruning (5 fresh and 0 done)

	Pruned	Kept	Total
New	373	5	378
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	374	5	379

Accuracy

100.0%

Counts

379 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	98.4%	(fma.f64 (-.f64 #s(literal 1 binary64) x) y (*.f64 z x))
▶	100.0%	#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
▶	65.7%	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
▶	62.9%	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
▶	42.3%	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))

Compiler

Compiled 62 to 62 computations (0% saved)

simplify70.0ms (0.8%)

Memory

-14.8MiB live, 24.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 14 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 z x)
cost-diff	0	(-.f64 #s(literal 1 binary64) x)
cost-diff	320	(fma.f64 (-.f64 #s(literal 1 binary64) x) y (*.f64 z x))
cost-diff	0	(-.f64 z y)
cost-diff	0	(*.f64 (-.f64 z y) x)
cost-diff	0	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
cost-diff	0	(-.f64 #s(literal 1 binary64) x)
cost-diff	0	(*.f64 (-.f64 #s(literal 1 binary64) x) y)
cost-diff	0	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
cost-diff	0	(*.f64 z x)
cost-diff	0	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
cost-diff	0	(-.f64 z y)
cost-diff	0	(fma.f64 (-.f64 z y) x y)
cost-diff	0	#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	19	116
0	26	110
1	37	110
2	54	102
3	97	102
4	160	102
5	222	102
6	348	102
7	580	102
8	764	102
9	792	102
10	792	102
0	792	102

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize77.0ms (0.8%)

Memory

16.9MiB live, 59.8MiB allocated

Localize:

Found 14 expressions of interest:

New	Metric	Score
accuracy	0	(-.f64 #s(literal 1 binary64) x)
accuracy	0	(*.f64 z x)
accuracy	1.0038952404222408	(fma.f64 (-.f64 #s(literal 1 binary64) x) y (*.f64 z x))
accuracy	0	(-.f64 z y)
accuracy	0.0078125	(*.f64 (-.f64 z y) x)
accuracy	21.934859520627743	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
accuracy	0	(-.f64 #s(literal 1 binary64) x)
accuracy	0.00390625	(*.f64 (-.f64 #s(literal 1 binary64) x) y)
accuracy	23.73898638940443	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y))
accuracy	0	(*.f64 z x)
accuracy	36.93233840716899	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
accuracy	0	(-.f64 z y)
accuracy	0	#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
accuracy	0.00390625	(fma.f64 (-.f64 z y) x y)

Samples

25.0ms

256×

valid

Compiler

Compiled 177 to 30 computations (83.1% saved)

Precisions

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

ival-mult: 6.0ms (46% of total)

ival-sub: 3.0ms (23% of total)

ival-add: 3.0ms (23% of total)

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

exact: 0.0ms (0% of total)

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

series67.0ms (0.7%)

Memory

-13.6MiB live, 24.3MiB allocated

Counts

11 → 336

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
51.0ms	y	@	-inf	((+ (* (- 1 x) y) (* x z)) (+ (* (- z y) x) y) (- z y) (+ (* (- 1 x) y) (* x z)) (* z x) (+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (+ (* (- 1 x) y) (* z x)))
2.0ms	x	@	-inf	((+ (* (- 1 x) y) (* x z)) (+ (* (- z y) x) y) (- z y) (+ (* (- 1 x) y) (* x z)) (* z x) (+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (+ (* (- 1 x) y) (* z x)))
1.0ms	z	@	-inf	((+ (* (- 1 x) y) (* x z)) (+ (* (- z y) x) y) (- z y) (+ (* (- 1 x) y) (* x z)) (* z x) (+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (+ (* (- 1 x) y) (* z x)))
1.0ms	x	@	inf	((+ (* (- 1 x) y) (* x z)) (+ (* (- z y) x) y) (- z y) (+ (* (- 1 x) y) (* x z)) (* z x) (+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (+ (* (- 1 x) y) (* z x)))
1.0ms	y	@	inf	((+ (* (- 1 x) y) (* x z)) (+ (* (- z y) x) y) (- z y) (+ (* (- 1 x) y) (* x z)) (* z x) (+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (+ (* (- 1 x) y) (* z x)))

simplify157.0ms (1.7%)

Memory

6.3MiB live, 124.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	113	2246
1	388	1796
2	1174	1796
3	2896	1796
4	5804	1796
0	8147	1634

Stop Event

1×	iter limit
1×	node limit

Counts

336 → 326

Calls

Call 1

Inputs
(* y (- 1 x))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
(+ y (* -1 (* x y)))
(+ y (+ (* -1 (* x y)) (* x z)))
(+ y (+ (* -1 (* x y)) (* x z)))
(+ y (+ (* -1 (* x y)) (* x z)))
(* -1 y)
(- z y)
(- z y)
(- z y)
(* y (- 1 x))
(+ (* x z) (* y (- 1 x)))
(+ (* x z) (* y (- 1 x)))
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(* -1 (* x y))
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(+ (* -1 (* x y)) (* x z))
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(+ (* x z) (* y (- 1 x)))
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(+ (* x z) (* y (- 1 x)))
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(* z (+ x (+ (* -1 (/ (* x y) z)) (/ y z))))
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(* z (+ 1 (* -1 (/ y z))))
(* x z)
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(* z (+ x (/ (* y (- 1 x)) z)))
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(* x z)
(* x z)
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(* z (+ x (/ (* y (- 1 x)) z)))
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(* z (+ x (* -1 (/ (* x y) z))))
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(* z (+ x (/ (* y (- 1 x)) z)))
(* x z)
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(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
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(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* x z)
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(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* x z)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(* x z)
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(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
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(* x z)
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(* x z)
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(+ (* x z) (* y (+ 1 (* -1 x))))
z
(+ z (* -1 y))
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(+ (* -1 (* x y)) (* x z))
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(* y (+ 1 (* -1 x)))
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(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (+ (* -1 (- 1 x)) (* -1 (/ (* x z) y)))))
(* -1 (* y (- x 1)))
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y
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y
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y
(+ y (* x (+ z (* -1 y))))
(+ y (* x (+ z (* -1 y))))
(+ y (* x (+ z (* -1 y))))
y
(+ y (* -1 (* x y)))
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1
(+ 1 (* -1 x))
(+ 1 (* -1 x))
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y
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Outputs
(* y (- 1 x))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ y (* -1 (* x y)))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(+ y (+ (* -1 (* x y)) (* x z)))
(fma.f64 (-.f64 z y) x y)
(+ y (+ (* -1 (* x y)) (* x z)))
(fma.f64 (-.f64 z y) x y)
(+ y (+ (* -1 (* x y)) (* x z)))
(fma.f64 (-.f64 z y) x y)
(* -1 y)
(neg.f64 y)
(- z y)
(-.f64 z y)
(- z y)
(-.f64 z y)
(- z y)
(-.f64 z y)
(* y (- 1 x))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
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(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
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(* y (- 1 x))
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(+ (* x z) (* y (- 1 x)))
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(fma.f64 (-.f64 z y) x y)
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(* z (+ x (+ (* -1 (/ (* x y) z)) (/ y z))))
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(-.f64 z y)
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(-.f64 z y)
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(-.f64 z y)
(* x z)
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(fma.f64 (-.f64 z y) x y)
(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
(* x z)
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(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
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(* z (+ x (* -1 (/ (* x y) z))))
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(* z (+ x (* -1 (/ (* x y) z))))
(*.f64 (-.f64 z y) x)
(* x z)
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(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
(* z (+ x (/ (* y (- 1 x)) z)))
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(fma.f64 (-.f64 z y) x y)
(* x z)
(*.f64 z x)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
(* x z)
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(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (+ y (* -1 (* x y))) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (+ y (* -1 (* x y))) z)))))
(fma.f64 (-.f64 z y) x y)
z
(* -1 (* z (- (/ y z) 1)))
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(-.f64 z y)
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(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* x z)
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(* x z)
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(* x z)
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(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* x z)
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(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* x z)
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(*.f64 (-.f64 z y) x)
(* -1 (* z (+ (* -1 x) (/ (* x y) z))))
(*.f64 (-.f64 z y) x)
(* -1 (* z (+ (* -1 x) (/ (* x y) z))))
(*.f64 (-.f64 z y) x)
(* x z)
(*.f64 z x)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* x z)
(*.f64 z x)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
(* x z)
(*.f64 z x)
(+ (* x z) (* y (+ 1 (* -1 x))))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (+ 1 (* -1 x))))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (+ 1 (* -1 x))))
(fma.f64 (-.f64 z y) x y)
z
(+ z (* -1 y))
(-.f64 z y)
(+ z (* -1 y))
(-.f64 z y)
(+ z (* -1 y))
(-.f64 z y)
(* x z)
(*.f64 z x)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(* x z)
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(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
(* y (- 1 x))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(* y (- 1 x))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(* y (- 1 x))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(* y (- 1 x))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(* x z)
(*.f64 z x)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
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rewrite242.0ms (2.7%)

Memory

15.9MiB live, 169.1MiB allocated

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	19	92
0	26	86
1	97	86
2	594	78
3	7441	78
0	8524	78

Stop Event

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

Counts

11 → 558

Calls

Call 1

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

Outputs
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eval197.0ms (2.2%)

Memory: 4.1MiB live, 157.3MiB allocated
Compiler: Compiled 20 814 to 1 722 computations (91.7% saved)

prune63.0ms (0.7%)

Memory

-8.6MiB live, 66.3MiB allocated

Pruning

7 alts after pruning (4 fresh and 3 done)

	Pruned	Kept	Total
New	1 083	4	1 087
Fresh	0	0	0
Picked	2	3	5
Done	0	0	0
Total	1 085	7	1 092

Accuracy

100.0%

Counts

1 092 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	64.2%	(fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x))
✓	100.0%	#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
▶	62.9%	#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (neg.f64 y) x y))
✓	65.7%	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
▶	28.8%	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
▶	35.7%	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
✓	42.3%	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))

Compiler

Compiled 42 to 44 computations (-4.8% saved)

simplify61.0ms (0.7%)

Memory

1.4MiB live, 38.1MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 14 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	22	116
0	31	116
1	52	116
2	75	116
3	107	110
4	196	110
5	317	110
6	508	110
7	714	110
8	936	110
9	1024	110
10	1082	110
11	1112	110
12	1120	110
13	1126	110
14	1129	110
15	1131	110
0	1131	107

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize45.0ms (0.5%)

Memory

4.3MiB live, 52.7MiB allocated

Localize:

Found 14 expressions of interest:

New	Metric	Score
accuracy	0	(*.f64 z x)
accuracy	0	(neg.f64 x)
accuracy	1.0038952404222408	(fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x))
accuracy	30.0612976472236	#s(approx (- 1 x) (neg.f64 x))
accuracy	0	(fma.f64 (neg.f64 y) x y)
accuracy	0	(neg.f64 y)
accuracy	23.73898638940443	#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (neg.f64 y) x y))
accuracy	0	(neg.f64 y)
accuracy	0.0078125	(*.f64 #s(approx (- z y) (neg.f64 y)) x)
accuracy	21.934859520627743	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
accuracy	30.35036904723265	#s(approx (- z y) (neg.f64 y))
accuracy	0.00390625	(*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)
accuracy	23.73898638940443	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
accuracy	33.2210097654429	#s(approx (- 1 x) #s(literal 1 binary64))

Samples

31.0ms

256×

valid

Compiler

Compiled 146 to 35 computations (76% saved)

Precisions

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

ival-mult: 8.0ms (46.7% of total)

ival-sub: 3.0ms (17.5% of total)

ival-add: 3.0ms (17.5% of total)

ival-neg: 2.0ms (11.7% of total)

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

exact: 0.0ms (0% of total)

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

series17.0ms (0.2%)

Memory

-3.2MiB live, 35.2MiB allocated

Counts

13 → 324

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
1.0ms	x	@	-inf	((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (- z y) (neg y) (+ (* (- 1 x) y) (* x z)) (+ (* (neg y) x) y) (+ (* (- 1 x) y) (* z x)) (- 1 x) (neg x) (* z x))
1.0ms	y	@	inf	((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (- z y) (neg y) (+ (* (- 1 x) y) (* x z)) (+ (* (neg y) x) y) (+ (* (- 1 x) y) (* z x)) (- 1 x) (neg x) (* z x))
1.0ms	x	@	inf	((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (- z y) (neg y) (+ (* (- 1 x) y) (* x z)) (+ (* (neg y) x) y) (+ (* (- 1 x) y) (* z x)) (- 1 x) (neg x) (* z x))
1.0ms	y	@	-inf	((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (- z y) (neg y) (+ (* (- 1 x) y) (* x z)) (+ (* (neg y) x) y) (+ (* (- 1 x) y) (* z x)) (- 1 x) (neg x) (* z x))
1.0ms	y	@	0	((+ (* (- 1 x) y) (* x z)) (* (- 1 x) y) (- 1 x) (+ (* (- 1 x) y) (* x z)) (* (- z y) x) (- z y) (neg y) (+ (* (- 1 x) y) (* x z)) (+ (* (neg y) x) y) (+ (* (- 1 x) y) (* z x)) (- 1 x) (neg x) (* z x))

simplify125.0ms (1.4%)

Memory

-4.4MiB live, 190.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	90	1872
1	304	1542
2	920	1542
3	2362	1542
4	5050	1542
5	7447	1542
0	8059	1434

Stop Event

1×	iter limit
1×	node limit

Counts

324 → 315

Calls

Call 1

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

Outputs
(* y (- 1 x))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(* y (- 1 x))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(* -1 (* x y))
(*.f64 (neg.f64 x) y)
(+ (* -1 (* x y)) (* x z))
(*.f64 (-.f64 z y) x)
(+ (* -1 (* x y)) (* x z))
(*.f64 (-.f64 z y) x)
(+ (* -1 (* x y)) (* x z))
(*.f64 (-.f64 z y) x)
(* -1 y)
(neg.f64 y)
(- z y)
(-.f64 z y)
(- z y)
(-.f64 z y)
(- z y)
(-.f64 z y)
(* y (- 1 x))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(* y (- 1 x))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(+ (* x z) (* y (- 1 x)))
(fma.f64 (-.f64 z y) x y)
(* x z)
(*.f64 z x)
(* x z)
(*.f64 z x)
(* x z)
(*.f64 z x)
(* x z)
(*.f64 z x)
(* x z)
(*.f64 z x)
(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
(* x z)
(*.f64 z x)
(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
(* x z)
(*.f64 z x)
(* z (+ x (* -1 (/ (* x y) z))))
(*.f64 (-.f64 z y) x)
(* z (+ x (* -1 (/ (* x y) z))))
(*.f64 (-.f64 z y) x)
(* z (+ x (* -1 (/ (* x y) z))))
(*.f64 (-.f64 z y) x)
z
(* z (+ 1 (* -1 (/ y z))))
(-.f64 z y)
(* z (+ 1 (* -1 (/ y z))))
(-.f64 z y)
(* z (+ 1 (* -1 (/ y z))))
(-.f64 z y)
(* x z)
(*.f64 z x)
(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
(* x z)
(*.f64 z x)
(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
(* z (+ x (/ (* y (- 1 x)) z)))
(fma.f64 (-.f64 z y) x y)
(* x z)
(*.f64 z x)
(* x z)
(*.f64 z x)
(* x z)
(*.f64 z x)
(* x z)
(*.f64 z x)
(* x z)
(*.f64 z x)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* x z)
(*.f64 z x)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* x z)
(*.f64 z x)
(* -1 (* z (+ (* -1 x) (/ (* x y) z))))
(*.f64 (-.f64 z y) x)
(* -1 (* z (+ (* -1 x) (/ (* x y) z))))
(*.f64 (-.f64 z y) x)
(* -1 (* z (+ (* -1 x) (/ (* x y) z))))
(*.f64 (-.f64 z y) x)
z
(* -1 (* z (- (/ y z) 1)))
(-.f64 z y)
(* -1 (* z (- (/ y z) 1)))
(-.f64 z y)
(* -1 (* z (- (/ y z) 1)))
(-.f64 z y)
(* x z)
(*.f64 z x)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
(* x z)
(*.f64 z x)
(* -1 (* z (+ (* -1 x) (* -1 (/ (* y (- 1 x)) z)))))
(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
y
(+ y (* x (+ z (* -1 y))))
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(+ y (* x (+ z (* -1 y))))
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1
#s(literal 1 binary64)
(+ 1 (* -1 x))
(-.f64 #s(literal 1 binary64) x)
(+ 1 (* -1 x))
(-.f64 #s(literal 1 binary64) x)
(+ 1 (* -1 x))
(-.f64 #s(literal 1 binary64) x)
y
(+ y (* x (+ z (* -1 y))))
(fma.f64 (-.f64 z y) x y)
(+ y (* x (+ z (* -1 y))))
(fma.f64 (-.f64 z y) x y)
(+ y (* x (+ z (* -1 y))))
(fma.f64 (-.f64 z y) x y)
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(* x (- z y))
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(+ y (* -1 (* x y)))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(+ y (* -1 (* x y)))
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(+ y (* -1 (* x y)))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
y
(+ y (* x (+ z (* -1 y))))
(fma.f64 (-.f64 z y) x y)
(+ y (* x (+ z (* -1 y))))
(fma.f64 (-.f64 z y) x y)
(+ y (* x (+ z (* -1 y))))
(fma.f64 (-.f64 z y) x y)
1
#s(literal 1 binary64)
(+ 1 (* -1 x))
(-.f64 #s(literal 1 binary64) x)
(+ 1 (* -1 x))
(-.f64 #s(literal 1 binary64) x)
(+ 1 (* -1 x))
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(fma.f64 (-.f64 z y) x y)
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(fma.f64 (-.f64 z y) x y)
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(-.f64 #s(literal 1 binary64) x)
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(fma.f64 (-.f64 z y) x y)
(* x (+ z (+ (* -1 y) (/ y x))))
(fma.f64 (-.f64 z y) x y)
(* x (- z y))
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(*.f64 (-.f64 z y) x)
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(* -1 (* x (+ y (* -1 (/ y x)))))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
(* -1 (* x (+ y (* -1 (/ y x)))))
(*.f64 (-.f64 #s(literal 1 binary64) x) y)
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(fma.f64 (-.f64 z y) x y)
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(-.f64 #s(literal 1 binary64) x)
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(* x z)
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rewrite511.0ms (5.6%)

Memory

20.1MiB live, 211.2MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	22	105
0	31	105
1	116	105
2	750	105
0	8441	102

Stop Event

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

Counts

13 → 261

Calls

Call 1

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

Outputs
#<batchref>
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eval273.0ms (3%)

Memory: -4.5MiB live, 165.5MiB allocated
Compiler: Compiled 8 683 to 926 computations (89.3% saved)

prune19.0ms (0.2%)

Memory

1.7MiB live, 43.3MiB allocated

Pruning

7 alts after pruning (0 fresh and 7 done)

	Pruned	Kept	Total
New	605	0	605
Fresh	0	0	0
Picked	0	4	4
Done	0	3	3
Total	605	7	612

Accuracy

100.0%

Counts

612 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	64.2%	(fma.f64 #s(approx (- 1 x) (neg.f64 x)) y (*.f64 z x))
✓	100.0%	#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
✓	62.9%	#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (neg.f64 y) x y))
✓	65.7%	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
✓	28.8%	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))
✓	35.7%	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y))
✓	42.3%	#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))

Compiler

Compiled 107 to 73 computations (31.8% saved)

regimes17.0ms (0.2%)

Memory

-8.8MiB live, 30.4MiB allocated

Counts

10 → 1

Calls

Call 1

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

Outputs
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))

Calls

4 calls:

5.0ms	y
4.0ms	z
4.0ms	(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))
4.0ms	x

Results

Accuracy	Segments	Branch
100.0%	1	`x`
100.0%	1	`y`
100.0%	1	`z`
100.0%	1	`(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes12.0ms (0.1%)

Memory

-16.3MiB live, 22.7MiB allocated

Counts

6 → 3

Calls

Call 1

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

Outputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (neg.f64 y) x y))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))

Calls

4 calls:

3.0ms	z
3.0ms	x
3.0ms	y
3.0ms	(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))

Results

Accuracy	Segments	Branch
87.5%	3	`x`
81.6%	3	`y`
83.9%	3	`z`
75.0%	3	`(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes3.0ms (0%)

Memory

5.9MiB live, 5.9MiB allocated

Counts

5 → 3

Calls

Call 1

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

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

Calls

1 calls:

2.0ms

Results

Accuracy	Segments	Branch
87.5%	3	`x`

Compiler

Compiled 1 to 3 computations (-200% saved)

regimes7.0ms (0.1%)

Memory

15.0MiB live, 15.0MiB allocated

Counts

4 → 3

Calls

Call 1

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

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

Calls

3 calls:

2.0ms	x
2.0ms	z
2.0ms	y

Results

Accuracy	Segments	Branch
77.5%	3	`y`
80.7%	3	`z`
71.0%	4	`x`

Compiler

Compiled 3 to 9 computations (-200% saved)

regimes8.0ms (0.1%)

Memory

17.8MiB live, 17.8MiB allocated

Counts

3 → 4

Calls

Call 1

Inputs

#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))

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

#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x))

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

Calls

4 calls:

2.0ms	x
2.0ms	z
2.0ms	(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))
2.0ms	y

Results

Accuracy	Segments	Branch
68.3%	4	`x`
51.0%	3	`(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))`
59.4%	5	`y`
64.3%	4	`z`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes4.0ms (0%)

Memory

-35.4MiB live, 3.4MiB allocated

Counts

2 → 3

Calls

Call 1

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

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

Calls

1 calls:

3.0ms

Results

Accuracy	Segments	Branch
63.3%	3	`x`

Compiler

Compiled 1 to 3 computations (-200% saved)

regimes5.0ms (0.1%)

Memory

11.3MiB live, 11.3MiB allocated

Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts

1 → 1

Calls

Call 1

Inputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))

Outputs
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))

Calls

4 calls:

1.0ms	x
1.0ms	(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))
1.0ms	y
1.0ms	z

Results

Accuracy	Segments	Branch
42.3%	1	`(+.f64 (.f64 (-.f64 #s(literal 1 binary64) x) y) (.f64 x z))`
42.3%	1	`y`
42.3%	1	`z`
42.3%	1	`x`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

bsearch39.0ms (0.4%)

Memory

-14.2MiB live, 29.3MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
28.0ms	3356101285573.8315	5601607429790798000.0
9.0ms	-4.631468785853907	-0.049717764285513534

Samples

12.0ms

256×

valid

Compiler

Compiled 204 to 238 computations (-16.7% saved)

Precisions

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

ival-mult: 3.0ms (47.8% of total)

ival-sub: 1.0ms (15.9% of total)

ival-add: 1.0ms (15.9% of total)

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

exact: 0.0ms (0% of total)

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

bsearch2.0ms (0%)

Memory

2.7MiB live, 2.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	3356101285573.8315	5601607429790798000.0
1.0ms	-4.631468785853907	-0.049717764285513534

Compiler

Compiled 204 to 254 computations (-24.5% saved)

bsearch27.0ms (0.3%)

Memory

-2.0MiB live, 36.3MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
13.0ms	3.494174498176123e+78	2.5337532799845085e+88
10.0ms	-1.757624623868994e+20	-1926202945766263600.0

Samples

13.0ms

272×

valid

Compiler

Compiled 182 to 252 computations (-38.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 7.0ms

ival-mult: 3.0ms (44.5% of total)

ival-sub: 2.0ms (29.7% of total)

ival-add: 1.0ms (14.8% of total)

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

exact: 0.0ms (0% of total)

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

bsearch42.0ms (0.5%)

Memory

35.6MiB live, 73.3MiB allocated

Algorithm

3×	binary-search

Stop Event

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

Steps

Time	Left	Right
13.0ms	1.1908345260986256e+68	1.4578978494467831e+87
15.0ms	3.851035293880589e-16	20.285941562700476
10.0ms	-6.112953679306227e-105	-4.442265222461349e-107

Samples

22.0ms

432×

valid

Compiler

Compiled 265 to 392 computations (-47.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 12.0ms

ival-mult: 6.0ms (49% of total)

ival-sub: 4.0ms (32.7% of total)

ival-add: 2.0ms (16.3% of total)

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

exact: 0.0ms (0% of total)

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

bsearch2.0ms (0%)

Memory

2.8MiB live, 2.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	3.851035293880589e-16	20.285941562700476
1.0ms	-6.112953679306227e-105	-4.442265222461349e-107

Compiler

Compiled 165 to 252 computations (-52.7% saved)

simplify116.0ms (1.3%)

Memory

-24.0MiB live, 57.1MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 3 (0.0ms)

Iter	Nodes	Cost
0	53	256
1	83	256
2	102	256
3	135	228
4	211	228
5	303	228
6	511	228
7	2992	228
8	6921	228

Stop Event

1×	node limit

Calls

Call 1

Inputs
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
(if (<=.f64 x #s(literal -5764607523034235/18014398509481984 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 (-.f64 z y) x)) (if (<=.f64 x #s(literal 3400000000000 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (fma.f64 (neg.f64 y) x y)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))))
(if (<=.f64 x #s(literal -5764607523034235/18014398509481984 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 (-.f64 z y) x)) (if (<=.f64 x #s(literal 3400000000000 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 (-.f64 #s(literal 1 binary64) x) y)) #s(approx (+ ( (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))))
(if (<=.f64 z #s(literal -170000000000000000000 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 z x)) (if (<=.f64 z #s(literal 30499999999999999389406295183278547493639319718702456901421567645088347850398498816 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 (-.f64 #s(literal 1 binary64) x) y)) #s(approx (+ ( (- 1 x) y) (* x z)) (*.f64 z x))))
(if (<=.f64 x #s(literal -3873374817130363/645562469521727147413979793000752968582426448207305878207664839135161905504210298657411338320034457858975792993186873344 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 z x)) (if (<=.f64 x #s(literal 4951760157141521/9903520314283042199192993792 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) (if (<=.f64 x #s(literal 88000000000000004867782097696993791457143386488296598675530528584330105544660484096 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 z x)) #s(approx (+ ( (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)))))
(if (<=.f64 x #s(literal -3873374817130363/645562469521727147413979793000752968582426448207305878207664839135161905504210298657411338320034457858975792993186873344 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 z x)) (if (<=.f64 x #s(literal 4951760157141521/9903520314283042199192993792 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #s(approx (+ ( (- 1 x) y) (* x z)) (*.f64 z x))))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))

Outputs
#s(approx (+ (* (- 1 x) y) (* x z)) (fma.f64 (-.f64 z y) x y))
(if (<=.f64 x #s(literal -5764607523034235/18014398509481984 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 (-.f64 z y) x)) (if (<=.f64 x #s(literal 3400000000000 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (fma.f64 (neg.f64 y) x y)) #s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))))
(if (or (<=.f64 x #s(literal -5764607523034235/18014398509481984 binary64)) (not (<=.f64 x #s(literal 3400000000000 binary64)))) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 x (-.f64 z y))) #s(approx (+ ( (- 1 x) y) (* x z)) (fma.f64 (neg.f64 y) x y)))
(if (<=.f64 x #s(literal -5764607523034235/18014398509481984 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 (-.f64 z y) x)) (if (<=.f64 x #s(literal 3400000000000 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 (-.f64 #s(literal 1 binary64) x) y)) #s(approx (+ ( (- 1 x) y) (* x z)) (*.f64 (-.f64 z y) x))))
(if (or (<=.f64 x #s(literal -5764607523034235/18014398509481984 binary64)) (not (<=.f64 x #s(literal 3400000000000 binary64)))) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 x (-.f64 z y))) #s(approx (+ ( (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y)))
(if (<=.f64 z #s(literal -170000000000000000000 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 z x)) (if (<=.f64 z #s(literal 30499999999999999389406295183278547493639319718702456901421567645088347850398498816 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 (-.f64 #s(literal 1 binary64) x) y)) #s(approx (+ ( (- 1 x) y) (* x z)) (*.f64 z x))))
(if (or (<=.f64 z #s(literal -170000000000000000000 binary64)) (not (<=.f64 z #s(literal 30499999999999999389406295183278547493639319718702456901421567645088347850398498816 binary64)))) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 x z)) #s(approx (+ ( (- 1 x) y) (* x z)) (*.f64 (-.f64 #s(literal 1 binary64) x) y)))
(if (<=.f64 x #s(literal -3873374817130363/645562469521727147413979793000752968582426448207305878207664839135161905504210298657411338320034457858975792993186873344 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 z x)) (if (<=.f64 x #s(literal 4951760157141521/9903520314283042199192993792 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) (if (<=.f64 x #s(literal 88000000000000004867782097696993791457143386488296598675530528584330105544660484096 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 z x)) #s(approx (+ ( (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)))))
(if (<=.f64 x #s(literal -3873374817130363/645562469521727147413979793000752968582426448207305878207664839135161905504210298657411338320034457858975792993186873344 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 x z)) (if (<=.f64 x #s(literal 4951760157141521/9903520314283042199192993792 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) (if (<=.f64 x #s(literal 88000000000000004867782097696993791457143386488296598675530528584330105544660484096 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 x z)) #s(approx (+ ( (- 1 x) y) (* x z)) (*.f64 #s(approx (- z y) (neg.f64 y)) x)))))
(if (<=.f64 x #s(literal -3873374817130363/645562469521727147413979793000752968582426448207305878207664839135161905504210298657411338320034457858975792993186873344 binary64)) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 z x)) (if (<=.f64 x #s(literal 4951760157141521/9903520314283042199192993792 binary64)) #s(approx (+ ( (- 1 x) y) (* x z)) (.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)) #s(approx (+ ( (- 1 x) y) (* x z)) (*.f64 z x))))
(if (or (<=.f64 x #s(literal -3873374817130363/645562469521727147413979793000752968582426448207305878207664839135161905504210298657411338320034457858975792993186873344 binary64)) (not (<=.f64 x #s(literal 4951760157141521/9903520314283042199192993792 binary64)))) #s(approx (+ (* (- 1 x) y) (* x z)) (.f64 x z)) #s(approx (+ ( (- 1 x) y) (* x z)) (*.f64 #s(approx (- 1 x) #s(literal 1 binary64)) y)))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 z x))
#s(approx (+ (* (- 1 x) y) (* x z)) (*.f64 x z))

soundness1.1s (12.3%)

Memory

3.4MiB live, 438.7MiB allocated

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	57	498
1	192	442
2	594	442
3	1481	442
4	4278	442
5	6834	442
0	8115	415
0	19	92
0	26	86
1	97	86
2	594	78
3	7441	78
0	8524	78
0	113	2246
1	388	1796
2	1174	1796
3	2896	1796
4	5804	1796
0	8147	1634

Stop Event

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

Compiler

Compiled 187 to 136 computations (27.3% saved)

preprocess66.0ms (0.7%)

Memory: -6.2MiB live, 115.0MiB allocated
Compiler: Compiled 274 to 128 computations (53.3% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

Iter	Nodes	Cost
0	8	24
0	12	24
1	19	24
2	29	24
3	52	24
4	107	23
5	155	22
6	245	22
7	396	22
8	575	22
9	656	22
10	659	22
0	659	21

Iter	Nodes	Cost
0	19	116
0	26	110
1	37	110
2	54	102
3	97	102
4	160	102
5	222	102
6	348	102
7	580	102
8	764	102
9	792	102
10	792	102
0	792	102

Iter	Nodes	Cost
0	8	24
0	12	24
1	19	24
2	29	24
3	52	24
4	107	23
5	155	22
6	245	22
7	396	22
8	575	22
9	656	22
10	659	22
0	659	21

Iter	Nodes	Cost
0	19	116
0	26	110
1	37	110
2	54	102
3	97	102
4	160	102
5	222	102
6	348	102
7	580	102
8	764	102
9	792	102
10	792	102
0	792	102

start0.0ms (0%)

analyze0.0ms (0%)

sample4.6s (50.1%)

explain120.0ms (1.3%)

preprocess104.0ms (1.1%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify82.0ms (0.9%)

localize35.0ms (0.4%)

series8.0ms (0.1%)

simplify122.0ms (1.3%)

rewrite446.0ms (4.9%)

eval181.0ms (2%)

prune58.0ms (0.6%)

simplify70.0ms (0.8%)

localize77.0ms (0.8%)

series67.0ms (0.7%)

simplify157.0ms (1.7%)

rewrite242.0ms (2.7%)

eval197.0ms (2.2%)

prune63.0ms (0.7%)

simplify61.0ms (0.7%)

localize45.0ms (0.5%)

series17.0ms (0.2%)

simplify125.0ms (1.4%)

rewrite511.0ms (5.6%)

eval273.0ms (3%)

prune19.0ms (0.2%)

regimes17.0ms (0.2%)

regimes12.0ms (0.1%)

regimes3.0ms (0%)

regimes7.0ms (0.1%)

regimes8.0ms (0.1%)

regimes4.0ms (0%)

regimes5.0ms (0.1%)

bsearch39.0ms (0.4%)

bsearch2.0ms (0%)

bsearch27.0ms (0.3%)

bsearch42.0ms (0.5%)

bsearch2.0ms (0%)

simplify116.0ms (1.3%)

soundness1.1s (12.3%)

preprocess66.0ms (0.7%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	8	24
0	12	24
1	19	24
2	29	24
3	52	24
4	107	23
5	155	22
6	245	22
7	396	22
8	575	22
9	656	22
10	659	22
0	659	21

Iter	Nodes	Cost
0	19	116
0	26	110
1	37	110
2	54	102
3	97	102
4	160	102
5	222	102
6	348	102
7	580	102
8	764	102
9	792	102
10	792	102
0	792	102