Metrics for Diagrams.TwoD.Apollonian:initialConfig from diagrams-contrib-1.3.0.5, B

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze154.0ms (3.3%)

Memory

-16.9MiB live, 103.0MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.9%	0.1%	0%	0%	0%	0
0%	0%	99.9%	0.1%	0%	0%	0%	1
0%	0%	99.9%	0.1%	0%	0%	0%	2
0%	0%	99.9%	0.1%	0%	0%	0%	3
0%	0%	99.9%	0.1%	0%	0%	0%	4
0%	0%	99.9%	0.1%	0%	0%	0%	5
0%	0%	99.9%	0.1%	0%	0%	0%	6
30.8%	25%	56.2%	0.1%	0%	18.7%	0%	7
30.8%	25%	56.2%	0.1%	0%	18.7%	0%	8
32%	25%	53%	0.1%	0%	21.8%	0%	9
55.8%	37.4%	29.6%	0.1%	0%	32.8%	0%	10
55.8%	37.4%	29.6%	0.1%	0%	32.8%	0%	11
57.8%	37.4%	27.3%	0.1%	0%	35.1%	0%	12

Compiler

Compiled 12 to 10 computations (16.7% saved)

sample2.0s (42.1%)

Memory

46.7MiB live, 1 659.5MiB allocated

Samples

871.0ms	8 256×	0	valid
336.0ms	2 448×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 715.0ms

ival-mult: 430.0ms (60.1% of total)

ival-sqrt: 168.0ms (23.5% of total)

ival-sub: 103.0ms (14.4% of total)

ival-true: 9.0ms (1.3% of total)

ival-assert: 5.0ms (0.7% of total)

Bogosity

explain154.0ms (3.3%)

Memory

-28.9MiB live, 309.5MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
135	-	1	(5.993388373798656e-293 -3.403166545777857e-161 5.475156038325916e-182)	`(sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))`
20	-	0	-	`(-.f64 (.f64 y y) (.f64 z z))`
0	-	0	-	`(.f64 x (sqrt.f64 (-.f64 (.f64 y y) (*.f64 z z))))`
0	-	0	-	`y`
0	-	0	-	`(*.f64 z z)`
0	-	0	-	`(*.f64 y y)`
0	-	0	-	`z`
0	-	0	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`sqrt.f64`	`(sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))`	oflow-rescue	117	0
↳	`(*.f64 y y)`	overflow	117
↳	`(-.f64 (.f64 y y) (.f64 z z))`	overflow	117
↳	`(*.f64 z z)`	overflow	20
`-.f64`	`(-.f64 (.f64 y y) (.f64 z z))`	nan-rescue	20	0
↳	`(*.f64 y y)`	overflow	117
↳	`(*.f64 z z)`	overflow	20
`sqrt.f64`	`(sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))`	uflow-rescue	17	0
↳	`(*.f64 y y)`	underflow	17
↳	`(-.f64 (.f64 y y) (.f64 z z))`	underflow	17
↳	`(*.f64 z z)`	underflow	102

Confusion

	Predicted +	Predicted -
+	94	0
-	40	122

Precision

0.7014925373134329

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	94	0	0
-	40	0	122

Precision?

0.7014925373134329

Recall?

1.0

Freqs

test

number	freq
0	122
1	114
2	20

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

58.0ms

512×

valid

Compiler

Compiled 82 to 28 computations (65.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 38.0ms

ival-sqrt: 21.0ms (55.9% of total)

ival-mult: 13.0ms (34.6% of total)

ival-sub: 3.0ms (8% of total)

ival-true: 1.0ms (2.7% of total)

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

preprocess533.0ms (11.5%)

Memory

12.0MiB live, 406.4MiB allocated

Algorithm

1×	egg-herbie

Rules

24 584×	`lower-fma.f64`
24 584×	`lower-fma.f32`
5 200×	`lower-+.f64`
5 200×	`lower-+.f32`
4 138×	`associate-+r+`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	32	93
1	108	93
2	221	93
3	608	93
4	1655	93
5	2753	93
6	3995	93
7	4670	93
8	5262	93
9	5561	93
10	5651	93
11	5747	93
12	5811	93
13	6963	93
14	7539	93
15	7635	93
16	7731	93
17	7827	93
18	7827	93
0	8	10
0	13	10
1	22	10
2	33	10
3	59	10
4	123	10
5	324	10
6	579	10
7	1254	10
8	2514	10
9	4177	10
10	5039	10
11	5408	10
12	5638	10
13	5752	10
14	5752	10
15	6712	10
16	6872	10
17	7192	10
18	7192	10
19	7592	10
20	7752	10
21	7832	10
22	7832	10
23	7832	10
0	10485	10

Stop Event

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

Calls

Call 1

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

Outputs
(.f64 x (sqrt.f64 (-.f64 (.f64 y y) (*.f64 z z))))
(.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x)

Symmetry

(abs z)

(abs y)

(negabs x)

Compiler

Compiled 10 to 8 computations (20% saved)

eval0.0ms (0%)

Memory: 0.3MiB live, 0.3MiB allocated
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory

1.1MiB live, 1.1MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	64.7%	(.f64 x (sqrt.f64 (-.f64 (.f64 y y) (*.f64 z z))))

Compiler

Compiled 10 to 8 computations (20% saved)

simplify338.0ms (7.3%)

Memory

10.7MiB live, 289.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

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

Rules

24 584×	`lower-fma.f64`
24 584×	`lower-fma.f32`
5 200×	`lower-+.f64`
5 200×	`lower-+.f32`
4 138×	`associate-+r+`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	8	34
0	13	34
1	22	34
2	33	34
3	59	34
4	123	34
5	324	34
6	579	34
7	1254	34
8	2514	34
9	4177	34
10	5039	34
11	5408	34
12	5638	34
13	5752	34
14	5752	34
15	6712	34
16	6872	34
17	7192	34
18	7192	34
19	7592	34
20	7752	34
21	7832	34
22	7832	34
23	7832	34
0	10485	34

Stop Event

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

Calls

Call 1

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

Outputs
(.f64 x (sqrt.f64 (-.f64 (.f64 y y) (*.f64 z z))))
(.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x)
x
(sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))
(sqrt.f64 (*.f64 (-.f64 y z) (+.f64 z y)))
(-.f64 (.f64 y y) (.f64 z z))
(*.f64 (-.f64 y z) (+.f64 z y))
(*.f64 y y)
y
(*.f64 z z)
z

localize21.0ms (0.5%)

Memory

3.7MiB live, 42.3MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0	(*.f64 y y)
accuracy	0.00390625	(.f64 x (sqrt.f64 (-.f64 (.f64 y y) (*.f64 z z))))
accuracy	3.98828125	(-.f64 (.f64 y y) (.f64 z z))
accuracy	31.331719975139972	(sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))

Samples

16.0ms

256×

valid

Compiler

Compiled 36 to 10 computations (72.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 8.0ms

ival-mult: 5.0ms (58.9% of total)

ival-sqrt: 2.0ms (23.6% of total)

ival-sub: 1.0ms (11.8% of total)

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

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

series13.0ms (0.3%)

Memory

-13.5MiB live, 25.6MiB allocated

Counts

4 → 96

Calls

Call 1

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

Outputs
#s(alt (pow y 2) (taylor 0 z) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (pow z 2)) (pow y 2)) (taylor 0 z) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (pow z 2)) (pow y 2)) (taylor 0 z) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (pow z 2)) (pow y 2)) (taylor 0 z) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 z) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1/2 (/ (* x (pow z 2)) y)) (* x y)) (taylor 0 z) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* -1/8 (/ (* x (pow z 2)) (pow y 3)))))) (taylor 0 z) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* (pow z 2) (+ (* -1/8 (/ x (pow y 3))) (* -1/16 (/ (* x (pow z 2)) (pow y 5)))))))) (taylor 0 z) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt y (taylor 0 z) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (+ y (* -1/2 (/ (pow z 2) y))) (taylor 0 z) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (+ y (* (pow z 2) (- (* -1/8 (/ (pow z 2) (pow y 3))) (* 1/2 (/ 1 y))))) (taylor 0 z) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (+ y (* (pow z 2) (- (* (pow z 2) (- (* -1/16 (/ (pow z 2) (pow y 5))) (* 1/8 (/ 1 (pow y 3))))) (* 1/2 (/ 1 y))))) (taylor 0 z) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* -1 (pow z 2)) (taylor inf z) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* (pow z 2) (- (/ (pow y 2) (pow z 2)) 1)) (taylor inf z) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* (pow z 2) (- (/ (pow y 2) (pow z 2)) 1)) (taylor inf z) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* (pow z 2) (- (/ (pow y 2) (pow z 2)) 1)) (taylor inf z) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* x (* z (sqrt -1))) (taylor inf z) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* z (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1)))) (taylor inf z) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* z (+ (* -1/8 (/ (* x (pow y 4)) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1))))) (taylor inf z) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* z (+ (* -1/8 (/ (* x (pow y 4)) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/16 (/ (* x (pow y 6)) (* (pow z 6) (pow (sqrt -1) 5)))) (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1)))))) (taylor inf z) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* z (sqrt -1)) (taylor inf z) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* z (+ (sqrt -1) (* 1/2 (/ (pow y 2) (* (pow z 2) (sqrt -1)))))) (taylor inf z) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* z (+ (sqrt -1) (+ (* -1/8 (/ (pow y 4) (* (pow z 4) (pow (sqrt -1) 3)))) (* 1/2 (/ (pow y 2) (* (pow z 2) (sqrt -1))))))) (taylor inf z) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* z (+ (sqrt -1) (+ (* -1/8 (/ (pow y 4) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/16 (/ (pow y 6) (* (pow z 6) (pow (sqrt -1) 5)))) (* 1/2 (/ (pow y 2) (* (pow z 2) (sqrt -1)))))))) (taylor inf z) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* -1 (pow z 2)) (taylor -inf z) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* (pow z 2) (- (/ (pow y 2) (pow z 2)) 1)) (taylor -inf z) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* (pow z 2) (- (/ (pow y 2) (pow z 2)) 1)) (taylor -inf z) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* (pow z 2) (- (/ (pow y 2) (pow z 2)) 1)) (taylor -inf z) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (* z (sqrt -1)))) (taylor -inf z) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1))))) (taylor -inf z) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ (* -1/8 (/ (* x (pow y 4)) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1)))))) (taylor -inf z) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ (* -1/8 (/ (* x (pow y 4)) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/16 (/ (* x (pow y 6)) (* (pow z 6) (pow (sqrt -1) 5)))) (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1))))))) (taylor -inf z) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (sqrt -1))) (taylor -inf z) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ (sqrt -1) (* 1/2 (/ (pow y 2) (* (pow z 2) (sqrt -1))))))) (taylor -inf z) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ (sqrt -1) (+ (* -1/8 (/ (pow y 4) (* (pow z 4) (pow (sqrt -1) 3)))) (* 1/2 (/ (pow y 2) (* (pow z 2) (sqrt -1)))))))) (taylor -inf z) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* z (+ (sqrt -1) (+ (* -1/8 (/ (pow y 4) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/16 (/ (pow y 6) (* (pow z 6) (pow (sqrt -1) 5)))) (* 1/2 (/ (pow y 2) (* (pow z 2) (sqrt -1))))))))) (taylor -inf z) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* -1 (pow z 2)) (taylor 0 y) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (- (pow y 2) (pow z 2)) (taylor 0 y) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (- (pow y 2) (pow z 2)) (taylor 0 y) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (- (pow y 2) (pow z 2)) (taylor 0 y) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* x (* z (sqrt -1))) (taylor 0 y) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (+ (* 1/2 (/ (* x (pow y 2)) (* z (sqrt -1)))) (* x (* z (sqrt -1)))) (taylor 0 y) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (+ (* x (* z (sqrt -1))) (* (pow y 2) (+ (* -1/8 (/ (* x (pow y 2)) (* (pow z 3) (pow (sqrt -1) 3)))) (* 1/2 (/ x (* z (sqrt -1))))))) (taylor 0 y) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (+ (* x (* z (sqrt -1))) (* (pow y 2) (+ (* 1/2 (/ x (* z (sqrt -1)))) (* (pow y 2) (+ (* -1/8 (/ x (* (pow z 3) (pow (sqrt -1) 3)))) (* 1/16 (/ (* x (pow y 2)) (* (pow z 5) (pow (sqrt -1) 5))))))))) (taylor 0 y) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* z (sqrt -1)) (taylor 0 y) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (+ (* 1/2 (/ (pow y 2) (* z (sqrt -1)))) (* z (sqrt -1))) (taylor 0 y) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (+ (* z (sqrt -1)) (* (pow y 2) (+ (* -1/8 (/ (pow y 2) (* (pow z 3) (pow (sqrt -1) 3)))) (* 1/2 (/ 1 (* z (sqrt -1))))))) (taylor 0 y) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (+ (* z (sqrt -1)) (* (pow y 2) (+ (* (pow y 2) (- (* 1/16 (/ (pow y 2) (* (pow z 5) (pow (sqrt -1) 5)))) (* 1/8 (/ 1 (* (pow z 3) (pow (sqrt -1) 3)))))) (* 1/2 (/ 1 (* z (sqrt -1))))))) (taylor 0 y) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor 0 y) (#s(alt (.f64 y y) (patch (.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor 0 y) (#s(alt (.f64 y y) (patch (.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor 0 y) (#s(alt (.f64 y y) (patch (.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor 0 y) (#s(alt (.f64 y y) (patch (.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor inf y) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* (pow y 2) (+ 1 (* -1 (/ (pow z 2) (pow y 2))))) (taylor inf y) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* (pow y 2) (+ 1 (* -1 (/ (pow z 2) (pow y 2))))) (taylor inf y) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* (pow y 2) (+ 1 (* -1 (/ (pow z 2) (pow y 2))))) (taylor inf y) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf y) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (* -1/2 (/ (* x (pow z 2)) (pow y 2))))) (taylor inf y) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (* -1/8 (/ (* x (pow z 4)) (pow y 4)))))) (taylor inf y) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (+ (* -1/8 (/ (* x (pow z 4)) (pow y 4))) (* -1/16 (/ (* x (pow z 6)) (pow y 6))))))) (taylor inf y) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt y (taylor inf y) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* y (+ 1 (* -1/2 (/ (pow z 2) (pow y 2))))) (taylor inf y) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* y (+ 1 (+ (* -1/2 (/ (pow z 2) (pow y 2))) (* -1/8 (/ (pow z 4) (pow y 4)))))) (taylor inf y) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* y (+ 1 (+ (* -1/2 (/ (pow z 2) (pow y 2))) (+ (* -1/8 (/ (pow z 4) (pow y 4))) (* -1/16 (/ (pow z 6) (pow y 6))))))) (taylor inf y) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor inf y) (#s(alt (.f64 y y) (patch (.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor inf y) (#s(alt (.f64 y y) (patch (.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor inf y) (#s(alt (.f64 y y) (patch (.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor inf y) (#s(alt (.f64 y y) (patch (.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor -inf y) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* (pow y 2) (+ 1 (* -1 (/ (pow z 2) (pow y 2))))) (taylor -inf y) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* (pow y 2) (+ 1 (* -1 (/ (pow z 2) (pow y 2))))) (taylor -inf y) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* (pow y 2) (+ 1 (* -1 (/ (pow z 2) (pow y 2))))) (taylor -inf y) (#s(alt (-.f64 (.f64 y y) (.f64 z z)) (patch (-.f64 (.f64 y y) (.f64 z z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x y)) (taylor -inf y) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ x (* -1/2 (/ (* x (pow z 2)) (pow y 2)))))) (taylor -inf y) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (* -1/8 (/ (* x (pow z 4)) (pow y 4))))))) (taylor -inf y) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (+ (* -1/8 (/ (* x (pow z 4)) (pow y 4))) (* -1/16 (/ (* x (pow z 6)) (pow y 6)))))))) (taylor -inf y) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* -1 y) (taylor -inf y) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ 1 (* -1/2 (/ (pow z 2) (pow y 2)))))) (taylor -inf y) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ 1 (+ (* -1/2 (/ (pow z 2) (pow y 2))) (* -1/8 (/ (pow z 4) (pow y 4))))))) (taylor -inf y) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (+ 1 (+ (* -1/2 (/ (pow z 2) (pow y 2))) (+ (* -1/8 (/ (pow z 4) (pow y 4))) (* -1/16 (/ (pow z 6) (pow y 6)))))))) (taylor -inf y) (#s(alt (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) (patch (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z))) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor -inf y) (#s(alt (.f64 y y) (patch (.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor -inf y) (#s(alt (.f64 y y) (patch (.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor -inf y) (#s(alt (.f64 y y) (patch (.f64 y y) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor -inf y) (#s(alt (.f64 y y) (patch (.f64 y y) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor 0 x) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor 0 x) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor 0 x) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor 0 x) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor inf x) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor inf x) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor inf x) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor inf x) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor -inf x) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor -inf x) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor -inf x) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor -inf x) (#s(alt (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) (patch (.f64 x (sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))) #<representation binary64>) () ())) ())

Calls

9 calls:

Time	Variable		Point	Expression
3.0ms	y	@	inf	((- (* y y) (* z z)) (* x (sqrt (- (* y y) (* z z)))) (sqrt (- (* y y) (* z z))) (* y y))
2.0ms	z	@	inf	((- (* y y) (* z z)) (* x (sqrt (- (* y y) (* z z)))) (sqrt (- (* y y) (* z z))) (* y y))
1.0ms	y	@	0	((- (* y y) (* z z)) (* x (sqrt (- (* y y) (* z z)))) (sqrt (- (* y y) (* z z))) (* y y))
1.0ms	z	@	0	((- (* y y) (* z z)) (* x (sqrt (- (* y y) (* z z)))) (sqrt (- (* y y) (* z z))) (* y y))
1.0ms	x	@	0	((- (* y y) (* z z)) (* x (sqrt (- (* y y) (* z z)))) (sqrt (- (* y y) (* z z))) (* y y))

simplify221.0ms (4.8%)

Memory

-5.7MiB live, 272.9MiB allocated

Algorithm

1×	egg-herbie

Rules

13 108×	`lower-fma.f64`
13 108×	`lower-fma.f32`
5 990×	`lower-*.f64`
5 990×	`lower-*.f32`
3 530×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	205	1489
1	648	1483
2	2455	1426
3	7928	1426
0	8162	1349

Stop Event

1×	iter limit
1×	node limit

Counts

96 → 94

Calls

Call 1

Inputs
(pow y 2)
(+ (* -1 (pow z 2)) (pow y 2))
(+ (* -1 (pow z 2)) (pow y 2))
(+ (* -1 (pow z 2)) (pow y 2))
(* x y)
(+ (* -1/2 (/ (* x (pow z 2)) y)) (* x y))
(+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* -1/8 (/ (* x (pow z 2)) (pow y 3))))))
(+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* (pow z 2) (+ (* -1/8 (/ x (pow y 3))) (* -1/16 (/ (* x (pow z 2)) (pow y 5))))))))
y
(+ y (* -1/2 (/ (pow z 2) y)))
(+ y (* (pow z 2) (- (* -1/8 (/ (pow z 2) (pow y 3))) (* 1/2 (/ 1 y)))))
(+ y (* (pow z 2) (- (* (pow z 2) (- (* -1/16 (/ (pow z 2) (pow y 5))) (* 1/8 (/ 1 (pow y 3))))) (* 1/2 (/ 1 y)))))
(* -1 (pow z 2))
(* (pow z 2) (- (/ (pow y 2) (pow z 2)) 1))
(* (pow z 2) (- (/ (pow y 2) (pow z 2)) 1))
(* (pow z 2) (- (/ (pow y 2) (pow z 2)) 1))
(* x (* z (sqrt -1)))
(* z (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1))))
(* z (+ (* -1/8 (/ (* x (pow y 4)) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1)))))
(* z (+ (* -1/8 (/ (* x (pow y 4)) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/16 (/ (* x (pow y 6)) (* (pow z 6) (pow (sqrt -1) 5)))) (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1))))))
(* z (sqrt -1))
(* z (+ (sqrt -1) (* 1/2 (/ (pow y 2) (* (pow z 2) (sqrt -1))))))
(* z (+ (sqrt -1) (+ (* -1/8 (/ (pow y 4) (* (pow z 4) (pow (sqrt -1) 3)))) (* 1/2 (/ (pow y 2) (* (pow z 2) (sqrt -1)))))))
(* z (+ (sqrt -1) (+ (* -1/8 (/ (pow y 4) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/16 (/ (pow y 6) (* (pow z 6) (pow (sqrt -1) 5)))) (* 1/2 (/ (pow y 2) (* (pow z 2) (sqrt -1))))))))
(* -1 (pow z 2))
(* (pow z 2) (- (/ (pow y 2) (pow z 2)) 1))
(* (pow z 2) (- (/ (pow y 2) (pow z 2)) 1))
(* (pow z 2) (- (/ (pow y 2) (pow z 2)) 1))
(* -1 (* x (* z (sqrt -1))))
(* -1 (* z (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1)))))
(* -1 (* z (+ (* -1/8 (/ (* x (pow y 4)) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1))))))
(* -1 (* z (+ (* -1/8 (/ (* x (pow y 4)) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/16 (/ (* x (pow y 6)) (* (pow z 6) (pow (sqrt -1) 5)))) (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1)))))))
(* -1 (* z (sqrt -1)))
(* -1 (* z (+ (sqrt -1) (* 1/2 (/ (pow y 2) (* (pow z 2) (sqrt -1)))))))
(* -1 (* z (+ (sqrt -1) (+ (* -1/8 (/ (pow y 4) (* (pow z 4) (pow (sqrt -1) 3)))) (* 1/2 (/ (pow y 2) (* (pow z 2) (sqrt -1))))))))
(* -1 (* z (+ (sqrt -1) (+ (* -1/8 (/ (pow y 4) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/16 (/ (pow y 6) (* (pow z 6) (pow (sqrt -1) 5)))) (* 1/2 (/ (pow y 2) (* (pow z 2) (sqrt -1)))))))))
(* -1 (pow z 2))
(- (pow y 2) (pow z 2))
(- (pow y 2) (pow z 2))
(- (pow y 2) (pow z 2))
(* x (* z (sqrt -1)))
(+ (* 1/2 (/ (* x (pow y 2)) (* z (sqrt -1)))) (* x (* z (sqrt -1))))
(+ (* x (* z (sqrt -1))) (* (pow y 2) (+ (* -1/8 (/ (* x (pow y 2)) (* (pow z 3) (pow (sqrt -1) 3)))) (* 1/2 (/ x (* z (sqrt -1)))))))
(+ (* x (* z (sqrt -1))) (* (pow y 2) (+ (* 1/2 (/ x (* z (sqrt -1)))) (* (pow y 2) (+ (* -1/8 (/ x (* (pow z 3) (pow (sqrt -1) 3)))) (* 1/16 (/ (* x (pow y 2)) (* (pow z 5) (pow (sqrt -1) 5)))))))))
(* z (sqrt -1))
(+ (* 1/2 (/ (pow y 2) (* z (sqrt -1)))) (* z (sqrt -1)))
(+ (* z (sqrt -1)) (* (pow y 2) (+ (* -1/8 (/ (pow y 2) (* (pow z 3) (pow (sqrt -1) 3)))) (* 1/2 (/ 1 (* z (sqrt -1)))))))
(+ (* z (sqrt -1)) (* (pow y 2) (+ (* (pow y 2) (- (* 1/16 (/ (pow y 2) (* (pow z 5) (pow (sqrt -1) 5)))) (* 1/8 (/ 1 (* (pow z 3) (pow (sqrt -1) 3)))))) (* 1/2 (/ 1 (* z (sqrt -1)))))))
(pow y 2)
(pow y 2)
(pow y 2)
(pow y 2)
(pow y 2)
(* (pow y 2) (+ 1 (* -1 (/ (pow z 2) (pow y 2)))))
(* (pow y 2) (+ 1 (* -1 (/ (pow z 2) (pow y 2)))))
(* (pow y 2) (+ 1 (* -1 (/ (pow z 2) (pow y 2)))))
(* x y)
(* y (+ x (* -1/2 (/ (* x (pow z 2)) (pow y 2)))))
(* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (* -1/8 (/ (* x (pow z 4)) (pow y 4))))))
(* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (+ (* -1/8 (/ (* x (pow z 4)) (pow y 4))) (* -1/16 (/ (* x (pow z 6)) (pow y 6)))))))
y
(* y (+ 1 (* -1/2 (/ (pow z 2) (pow y 2)))))
(* y (+ 1 (+ (* -1/2 (/ (pow z 2) (pow y 2))) (* -1/8 (/ (pow z 4) (pow y 4))))))
(* y (+ 1 (+ (* -1/2 (/ (pow z 2) (pow y 2))) (+ (* -1/8 (/ (pow z 4) (pow y 4))) (* -1/16 (/ (pow z 6) (pow y 6)))))))
(pow y 2)
(pow y 2)
(pow y 2)
(pow y 2)
(pow y 2)
(* (pow y 2) (+ 1 (* -1 (/ (pow z 2) (pow y 2)))))
(* (pow y 2) (+ 1 (* -1 (/ (pow z 2) (pow y 2)))))
(* (pow y 2) (+ 1 (* -1 (/ (pow z 2) (pow y 2)))))
(* -1 (* x y))
(* -1 (* y (+ x (* -1/2 (/ (* x (pow z 2)) (pow y 2))))))
(* -1 (* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (* -1/8 (/ (* x (pow z 4)) (pow y 4)))))))
(* -1 (* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (+ (* -1/8 (/ (* x (pow z 4)) (pow y 4))) (* -1/16 (/ (* x (pow z 6)) (pow y 6))))))))
(* -1 y)
(* -1 (* y (+ 1 (* -1/2 (/ (pow z 2) (pow y 2))))))
(* -1 (* y (+ 1 (+ (* -1/2 (/ (pow z 2) (pow y 2))) (* -1/8 (/ (pow z 4) (pow y 4)))))))
(* -1 (* y (+ 1 (+ (* -1/2 (/ (pow z 2) (pow y 2))) (+ (* -1/8 (/ (pow z 4) (pow y 4))) (* -1/16 (/ (pow z 6) (pow y 6))))))))
(pow y 2)
(pow y 2)
(pow y 2)
(pow y 2)
(* x (sqrt (- (pow y 2) (pow z 2))))
(* x (sqrt (- (pow y 2) (pow z 2))))
(* x (sqrt (- (pow y 2) (pow z 2))))
(* x (sqrt (- (pow y 2) (pow z 2))))
(* x (sqrt (- (pow y 2) (pow z 2))))
(* x (sqrt (- (pow y 2) (pow z 2))))
(* x (sqrt (- (pow y 2) (pow z 2))))
(* x (sqrt (- (pow y 2) (pow z 2))))
(* x (sqrt (- (pow y 2) (pow z 2))))
(* x (sqrt (- (pow y 2) (pow z 2))))
(* x (sqrt (- (pow y 2) (pow z 2))))
(* x (sqrt (- (pow y 2) (pow z 2))))

Outputs
(pow y 2)
(*.f64 y y)
(+ (* -1 (pow z 2)) (pow y 2))
(*.f64 (+.f64 z y) (-.f64 y z))
(+ (* -1 (pow z 2)) (pow y 2))
(*.f64 (+.f64 z y) (-.f64 y z))
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(.f64 (sqrt.f64 (.f64 (+.f64 z y) (-.f64 y z))) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (sqrt.f64 (.f64 (+.f64 z y) (-.f64 y z))) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (sqrt.f64 (.f64 (+.f64 z y) (-.f64 y z))) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (sqrt.f64 (.f64 (+.f64 z y) (-.f64 y z))) x)

rewrite166.0ms (3.6%)

Memory

19.0MiB live, 249.4MiB allocated

Rules

6 736×	`lower-fma.f64`
6 736×	`lower-fma.f32`
3 592×	`lower-/.f64`
3 592×	`lower-/.f32`
3 504×	`lower-*.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	8	28
0	13	28
1	40	28
2	243	28
3	2153	28
0	9394	28

Stop Event

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

Counts

4 → 332

Calls

Call 1

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

Outputs
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eval54.0ms (1.2%)

Memory: -0.7MiB live, 81.5MiB allocated
Compiler: Compiled 12 357 to 1 728 computations (86% saved)

prune6.0ms (0.1%)

Memory

19.8MiB live, 19.8MiB allocated

Pruning

3 alts after pruning (3 fresh and 0 done)

	Pruned	Kept	Total
New	423	3	426
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	424	3	427

Accuracy

100.0%

Counts

427 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	67.3%	(.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x)
▶	99.4%	(.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)))
▶	98.9%	#s(approx (* x (sqrt (- (* y y) (* z z)))) (*.f64 x y))

Status

Accuracy

Program

▶

67.3%

(*.f64 (sqrt.f64 (*.f64 (-.f64 y z) (+.f64 z y))) x)

▶

99.4%

(*.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)))

▶

98.9%

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

Compiler

Compiled 25 to 22 computations (12% saved)

simplify141.0ms (3%)

Memory

-11.5MiB live, 143.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 10 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(-.f64 y z)
cost-diff	0	(*.f64 (-.f64 y z) (+.f64 z y))
cost-diff	0	(sqrt.f64 (*.f64 (-.f64 y z) (+.f64 z y)))
cost-diff	0	(.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x)
cost-diff	0	(*.f64 #s(literal -1/2 binary64) z)
cost-diff	0	(fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)
cost-diff	0	#s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))
cost-diff	0	(.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)))
cost-diff	0	(*.f64 x y)
cost-diff	0	#s(approx (* x (sqrt (- (* y y) (* z z)))) (*.f64 x y))

Rules

13 832×	`lower-fma.f32`
13 830×	`lower-fma.f64`
2 534×	`lower--.f32`
2 532×	`lower--.f64`
2 038×	`lower-*.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	21	107
0	32	107
1	59	107
2	94	107
3	157	107
4	279	107
5	620	107
6	1557	107
7	3307	107
8	6132	107
0	8319	107

Stop Event

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

Calls

Call 1

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

Outputs
#s(approx (* x (sqrt (- (* y y) (* z z)))) (*.f64 x y))
#s(approx (* x (sqrt (- (* y y) (* z z)))) (*.f64 y x))
(*.f64 x y)
(*.f64 y x)
x
y
(.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)))
(.f64 #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (/.f64 z y) (*.f64 #s(literal -1/2 binary64) z) y)) x)
x
#s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))
#s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (/.f64 z y) (*.f64 #s(literal -1/2 binary64) z) y))
(fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)
(fma.f64 (/.f64 z y) (*.f64 #s(literal -1/2 binary64) z) y)
(*.f64 #s(literal -1/2 binary64) z)
#s(literal -1/2 binary64)
z
(/.f64 z y)
y
(.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x)
(.f64 (sqrt.f64 (.f64 (+.f64 z y) (-.f64 y z))) x)
(sqrt.f64 (*.f64 (-.f64 y z) (+.f64 z y)))
(sqrt.f64 (*.f64 (+.f64 z y) (-.f64 y z)))
(*.f64 (-.f64 y z) (+.f64 z y))
(*.f64 (+.f64 z y) (-.f64 y z))
(-.f64 y z)
y
z
(+.f64 z y)
x

localize74.0ms (1.6%)

Memory

-4.0MiB live, 131.0MiB allocated

Localize:

Found 10 expressions of interest:

New	Metric	Score
accuracy	0	(+.f64 z y)
accuracy	0	(*.f64 (-.f64 y z) (+.f64 z y))
accuracy	0.00390625	(.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x)
accuracy	31.331719975139972	(sqrt.f64 (*.f64 (-.f64 y z) (+.f64 z y)))
accuracy	0	(/.f64 z y)
accuracy	0	(*.f64 #s(literal -1/2 binary64) z)
accuracy	0.00390625	(.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)))
accuracy	0.37056171296824303	#s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))
accuracy	0	(*.f64 x y)
accuracy	0.698724451864669	#s(approx (* x (sqrt (- (* y y) (* z z)))) (*.f64 x y))

Samples

34.0ms

256×

valid

Compiler

Compiled 88 to 21 computations (76.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 23.0ms

ival-mult: 13.0ms (57.8% of total)

ival-sqrt: 3.0ms (13.3% of total)

ival-div: 2.0ms (8.9% of total)

ival-sub: 2.0ms (8.9% of total)

ival-add: 2.0ms (8.9% of total)

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

exact: 0.0ms (0% of total)

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

series33.0ms (0.7%)

Memory

11.4MiB live, 49.2MiB allocated

Counts

12 → 312

Calls

Call 1

Inputs
#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())
#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())
#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())
#s(alt #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)) (patch #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)) #<representation binary64>) () ())
#s(alt (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y) (patch (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y) #<representation binary64>) () ())
#s(alt (.f64 #s(literal -1/2 binary64) z) (patch (.f64 #s(literal -1/2 binary64) z) #<representation binary64>) () ())
#s(alt (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) (patch (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) #<representation binary64>) () ())
#s(alt (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) (patch (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) #<representation binary64>) () ())
#s(alt (.f64 (-.f64 y z) (+.f64 z y)) (patch (.f64 (-.f64 y z) (+.f64 z y)) #<representation binary64>) () ())
#s(alt (-.f64 y z) (patch (-.f64 y z) #<representation binary64>) () ())
#s(alt (/.f64 z y) (patch (/.f64 z y) #<representation binary64>) () ())
#s(alt (+.f64 z y) (patch (+.f64 z y) #<representation binary64>) () ())

Outputs
#s(alt (* x y) (taylor 0 z) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1/2 (/ (* x (pow z 2)) y)) (* x y)) (taylor 0 z) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* -1/8 (/ (* x (pow z 2)) (pow y 3)))))) (taylor 0 z) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* (pow z 2) (+ (* -1/8 (/ x (pow y 3))) (* -1/16 (/ (* x (pow z 2)) (pow y 5)))))))) (taylor 0 z) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 z) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1/2 (/ (* x (pow z 2)) y)) (* x y)) (taylor 0 z) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* -1/8 (/ (* x (pow z 2)) (pow y 3)))))) (taylor 0 z) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* (pow z 2) (+ (* -1/8 (/ x (pow y 3))) (* -1/16 (/ (* x (pow z 2)) (pow y 5)))))))) (taylor 0 z) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt y (taylor 0 z) (#s(alt #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)) (patch #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)) #<representation binary64>) () ())) ())
#s(alt (+ y (* -1/2 (/ (pow z 2) y))) (taylor 0 z) (#s(alt #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)) (patch #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)) #<representation binary64>) () ())) ())
#s(alt (+ y (* (pow z 2) (- (* -1/8 (/ (pow z 2) (pow y 3))) (* 1/2 (/ 1 y))))) (taylor 0 z) (#s(alt #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)) (patch #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)) #<representation binary64>) () ())) ())
#s(alt (+ y (* (pow z 2) (- (* (pow z 2) (- (* -1/16 (/ (pow z 2) (pow y 5))) (* 1/8 (/ 1 (pow y 3))))) (* 1/2 (/ 1 y))))) (taylor 0 z) (#s(alt #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)) (patch #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)) #<representation binary64>) () ())) ())
#s(alt y (taylor 0 z) (#s(alt (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y) (patch (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y) #<representation binary64>) () ())) ())
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#s(alt (* -1 (* y (+ (* -1 (/ (+ (* -1 (/ (+ (* 1/4 (/ (* (+ z (* -1 z)) (- (pow z 2) (* 1/4 (/ (pow (+ z (* -1 z)) 2) (pow (sqrt -1) 2))))) (* y (pow (sqrt -1) 2)))) (* 1/2 (- (pow z 2) (* 1/4 (/ (pow (+ z (* -1 z)) 2) (pow (sqrt -1) 2)))))) y)) (* 1/2 (+ z (* -1 z)))) y)) (pow (sqrt -1) 2)))) (taylor -inf y) (#s(alt (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) (patch (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) #<representation binary64>) () ())) ())
#s(alt (pow y 2) (taylor -inf y) (#s(alt (.f64 (-.f64 y z) (+.f64 z y)) (patch (.f64 (-.f64 y z) (+.f64 z y)) #<representation binary64>) () ())) ())
#s(alt (* (pow y 2) (+ 1 (+ (* -1 (/ z y)) (/ z y)))) (taylor -inf y) (#s(alt (.f64 (-.f64 y z) (+.f64 z y)) (patch (.f64 (-.f64 y z) (+.f64 z y)) #<representation binary64>) () ())) ())
#s(alt (* (pow y 2) (+ 1 (* -1 (/ (+ (* -1 (+ z (* -1 z))) (/ (pow z 2) y)) y)))) (taylor -inf y) (#s(alt (.f64 (-.f64 y z) (+.f64 z y)) (patch (.f64 (-.f64 y z) (+.f64 z y)) #<representation binary64>) () ())) ())
#s(alt (* (pow y 2) (+ 1 (* -1 (/ (+ (* -1 (+ z (* -1 z))) (/ (pow z 2) y)) y)))) (taylor -inf y) (#s(alt (.f64 (-.f64 y z) (+.f64 z y)) (patch (.f64 (-.f64 y z) (+.f64 z y)) #<representation binary64>) () ())) ())
#s(alt y (taylor -inf y) (#s(alt (-.f64 y z) (patch (-.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (- (/ z y) 1))) (taylor -inf y) (#s(alt (-.f64 y z) (patch (-.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (- (/ z y) 1))) (taylor -inf y) (#s(alt (-.f64 y z) (patch (-.f64 y z) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (- (/ z y) 1))) (taylor -inf y) (#s(alt (-.f64 y z) (patch (-.f64 y z) #<representation binary64>) () ())) ())
#s(alt (/ z y) (taylor -inf y) (#s(alt (/.f64 z y) (patch (/.f64 z y) #<representation binary64>) () ())) ())
#s(alt (/ z y) (taylor -inf y) (#s(alt (/.f64 z y) (patch (/.f64 z y) #<representation binary64>) () ())) ())
#s(alt (/ z y) (taylor -inf y) (#s(alt (/.f64 z y) (patch (/.f64 z y) #<representation binary64>) () ())) ())
#s(alt (/ z y) (taylor -inf y) (#s(alt (/.f64 z y) (patch (/.f64 z y) #<representation binary64>) () ())) ())
#s(alt y (taylor -inf y) (#s(alt (+.f64 z y) (patch (+.f64 z y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (- (* -1 (/ z y)) 1))) (taylor -inf y) (#s(alt (+.f64 z y) (patch (+.f64 z y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (- (* -1 (/ z y)) 1))) (taylor -inf y) (#s(alt (+.f64 z y) (patch (+.f64 z y) #<representation binary64>) () ())) ())
#s(alt (* -1 (* y (- (* -1 (/ z y)) 1))) (taylor -inf y) (#s(alt (+.f64 z y) (patch (+.f64 z y) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor 0 x) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor 0 x) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor 0 x) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor 0 x) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor 0 x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor 0 x) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor 0 x) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor 0 x) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor 0 x) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (* (+ y z) (- y z)))) (taylor 0 x) (#s(alt (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) (patch (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (* (+ y z) (- y z)))) (taylor 0 x) (#s(alt (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) (patch (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (* (+ y z) (- y z)))) (taylor 0 x) (#s(alt (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) (patch (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (* (+ y z) (- y z)))) (taylor 0 x) (#s(alt (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) (patch (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor inf x) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor inf x) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor inf x) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor inf x) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor inf x) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor inf x) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor inf x) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor inf x) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (* (+ y z) (- y z)))) (taylor inf x) (#s(alt (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) (patch (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (* (+ y z) (- y z)))) (taylor inf x) (#s(alt (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) (patch (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (* (+ y z) (- y z)))) (taylor inf x) (#s(alt (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) (patch (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (* (+ y z) (- y z)))) (taylor inf x) (#s(alt (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) (patch (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor -inf x) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor -inf x) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor -inf x) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor -inf x) (#s(alt #s(approx (* x (sqrt (- (* y y) (* z z)))) (.f64 x y)) (patch #s(approx ( x (sqrt (- (* y y) (* z z)))) (*.f64 x y)) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x y) (taylor -inf x) (#s(alt (.f64 x y) (patch (.f64 x y) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor -inf x) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor -inf x) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor -inf x) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (- (pow y 2) (pow z 2)))) (taylor -inf x) (#s(alt (.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) (patch (.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y))) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (* (+ y z) (- y z)))) (taylor -inf x) (#s(alt (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) (patch (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (* (+ y z) (- y z)))) (taylor -inf x) (#s(alt (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) (patch (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (* (+ y z) (- y z)))) (taylor -inf x) (#s(alt (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) (patch (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) #<representation binary64>) () ())) ())
#s(alt (* x (sqrt (* (+ y z) (- y z)))) (taylor -inf x) (#s(alt (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) (patch (.f64 (sqrt.f64 (.f64 (-.f64 y z) (+.f64 z y))) x) #<representation binary64>) () ())) ())

Calls

9 calls:

Time	Variable		Point	Expression
5.0ms	z	@	inf	((* x (sqrt (- (* y y) (* z z)))) (* x y) (* x (sqrt (- (* y y) (* z z)))) (sqrt (- (* y y) (* z z))) (+ (* (* -1/2 z) (/ z y)) y) (* -1/2 z) (* (sqrt (* (- y z) (+ z y))) x) (sqrt (* (- y z) (+ z y))) (* (- y z) (+ z y)) (- y z) (/ z y) (+ z y))
5.0ms	y	@	-inf	((* x (sqrt (- (* y y) (* z z)))) (* x y) (* x (sqrt (- (* y y) (* z z)))) (sqrt (- (* y y) (* z z))) (+ (* (* -1/2 z) (/ z y)) y) (* -1/2 z) (* (sqrt (* (- y z) (+ z y))) x) (sqrt (* (- y z) (+ z y))) (* (- y z) (+ z y)) (- y z) (/ z y) (+ z y))
3.0ms	z	@	0	((* x (sqrt (- (* y y) (* z z)))) (* x y) (* x (sqrt (- (* y y) (* z z)))) (sqrt (- (* y y) (* z z))) (+ (* (* -1/2 z) (/ z y)) y) (* -1/2 z) (* (sqrt (* (- y z) (+ z y))) x) (sqrt (* (- y z) (+ z y))) (* (- y z) (+ z y)) (- y z) (/ z y) (+ z y))
2.0ms	y	@	0	((* x (sqrt (- (* y y) (* z z)))) (* x y) (* x (sqrt (- (* y y) (* z z)))) (sqrt (- (* y y) (* z z))) (+ (* (* -1/2 z) (/ z y)) y) (* -1/2 z) (* (sqrt (* (- y z) (+ z y))) x) (sqrt (* (- y z) (+ z y))) (* (- y z) (+ z y)) (- y z) (/ z y) (+ z y))
2.0ms	z	@	-inf	((* x (sqrt (- (* y y) (* z z)))) (* x y) (* x (sqrt (- (* y y) (* z z)))) (sqrt (- (* y y) (* z z))) (+ (* (* -1/2 z) (/ z y)) y) (* -1/2 z) (* (sqrt (* (- y z) (+ z y))) x) (sqrt (* (- y z) (+ z y))) (* (- y z) (+ z y)) (- y z) (/ z y) (+ z y))

simplify150.0ms (3.2%)

Memory

-23.2MiB live, 167.5MiB allocated

Algorithm

1×	egg-herbie

Rules

17 316×	`lower-fma.f64`
17 316×	`lower-fma.f32`
4 724×	`lower-*.f64`
4 724×	`lower-*.f32`
2 242×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	573	4344
1	1950	3585
0	9077	3338

Stop Event

1×	iter limit
1×	node limit

Counts

312 → 296

Calls

Call 1

Inputs
(* x y)
(+ (* -1/2 (/ (* x (pow z 2)) y)) (* x y))
(+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* -1/8 (/ (* x (pow z 2)) (pow y 3))))))
(+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* (pow z 2) (+ (* -1/8 (/ x (pow y 3))) (* -1/16 (/ (* x (pow z 2)) (pow y 5))))))))
(* x y)
(+ (* -1/2 (/ (* x (pow z 2)) y)) (* x y))
(+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* -1/8 (/ (* x (pow z 2)) (pow y 3))))))
(+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* (pow z 2) (+ (* -1/8 (/ x (pow y 3))) (* -1/16 (/ (* x (pow z 2)) (pow y 5))))))))
y
(+ y (* -1/2 (/ (pow z 2) y)))
(+ y (* (pow z 2) (- (* -1/8 (/ (pow z 2) (pow y 3))) (* 1/2 (/ 1 y)))))
(+ y (* (pow z 2) (- (* (pow z 2) (- (* -1/16 (/ (pow z 2) (pow y 5))) (* 1/8 (/ 1 (pow y 3))))) (* 1/2 (/ 1 y)))))
y
(+ y (* -1/2 (/ (pow z 2) y)))
(+ y (* -1/2 (/ (pow z 2) y)))
(+ y (* -1/2 (/ (pow z 2) y)))
(* -1/2 z)
(* -1/2 z)
(* -1/2 z)
(* -1/2 z)
(* x y)
(+ (* 1/2 (/ (* x (* z (+ y (* -1 y)))) y)) (* x y))
(+ (* x y) (* z (+ (* -1/2 (/ (* x (* z (+ 1 (* 1/4 (/ (pow (+ y (* -1 y)) 2) (pow y 2)))))) y)) (* 1/2 (/ (* x (+ y (* -1 y))) y)))))
(+ (* x y) (* z (+ (* 1/2 (/ (* x (+ y (* -1 y))) y)) (* z (+ (* -1/2 (/ (* x (+ 1 (* 1/4 (/ (pow (+ y (* -1 y)) 2) (pow y 2))))) y)) (* 1/4 (/ (* x (* z (* (+ 1 (* 1/4 (/ (pow (+ y (* -1 y)) 2) (pow y 2)))) (+ y (* -1 y))))) (pow y 3))))))))
y
(+ y (* 1/2 (/ (* z (+ y (* -1 y))) y)))
(+ y (* z (+ (* -1/2 (/ (* z (+ 1 (* 1/4 (/ (pow (+ y (* -1 y)) 2) (pow y 2))))) y)) (* 1/2 (/ (+ y (* -1 y)) y)))))
(+ y (* z (+ (* 1/2 (/ (+ y (* -1 y)) y)) (* z (+ (* -1/2 (/ (+ 1 (* 1/4 (/ (pow (+ y (* -1 y)) 2) (pow y 2)))) y)) (* 1/4 (/ (* z (* (+ 1 (* 1/4 (/ (pow (+ y (* -1 y)) 2) (pow y 2)))) (+ y (* -1 y)))) (pow y 3))))))))
(pow y 2)
(+ (* z (+ y (* -1 y))) (pow y 2))
(+ (* z (+ y (+ (* -1 y) (* -1 z)))) (pow y 2))
(+ (* z (+ y (+ (* -1 y) (* -1 z)))) (pow y 2))
y
(+ y (* -1 z))
(+ y (* -1 z))
(+ y (* -1 z))
(/ z y)
(/ z y)
(/ z y)
(/ z y)
y
(+ y z)
(+ y z)
(+ y z)
(* x (* z (sqrt -1)))
(* z (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1))))
(* z (+ (* -1/8 (/ (* x (pow y 4)) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1)))))
(* z (+ (* -1/8 (/ (* x (pow y 4)) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/16 (/ (* x (pow y 6)) (* (pow z 6) (pow (sqrt -1) 5)))) (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1))))))
(* x (* z (sqrt -1)))
(* z (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1))))
(* z (+ (* -1/8 (/ (* x (pow y 4)) (* (pow z 4) (pow (sqrt -1) 3)))) (+ (* 1/2 (/ (* x (pow y 2)) (* (pow z 2) (sqrt -1)))) (* x (sqrt -1)))))
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(* -1 z)
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z
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(* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (* -1/8 (/ (* x (pow z 4)) (pow y 4))))))
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(* x y)
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y
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(pow y 2)
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(* -1 (* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (+ (* -1/8 (/ (* x (pow z 4)) (pow y 4))) (* -1/16 (/ (* x (pow z 6)) (pow y 6))))))))
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(pow y 2)
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Outputs
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(fma.f64 (.f64 (.f64 z (/.f64 x y)) #s(literal -1/2 binary64)) z (*.f64 y x))
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(+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* (pow z 2) (+ (* -1/8 (/ x (pow y 3))) (* -1/16 (/ (* x (pow z 2)) (pow y 5))))))))
(fma.f64 (fma.f64 (fma.f64 (.f64 (.f64 z z) (/.f64 x (pow.f64 y #s(literal 5 binary64)))) #s(literal -1/16 binary64) (.f64 (/.f64 x (pow.f64 y #s(literal 3 binary64))) #s(literal -1/8 binary64))) (.f64 z z) (.f64 (/.f64 x y) #s(literal -1/2 binary64))) (.f64 z z) (*.f64 y x))
(* x y)
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(+ (* x y) (* (pow z 2) (+ (* -1/2 (/ x y)) (* (pow z 2) (+ (* -1/8 (/ x (pow y 3))) (* -1/16 (/ (* x (pow z 2)) (pow y 5))))))))
(fma.f64 (fma.f64 (fma.f64 (.f64 (.f64 z z) (/.f64 x (pow.f64 y #s(literal 5 binary64)))) #s(literal -1/16 binary64) (.f64 (/.f64 x (pow.f64 y #s(literal 3 binary64))) #s(literal -1/8 binary64))) (.f64 z z) (.f64 (/.f64 x y) #s(literal -1/2 binary64))) (.f64 z z) (*.f64 y x))
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(fma.f64 (*.f64 (/.f64 #s(literal -1/2 binary64) y) z) z y)
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(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 z y)) y)
(* y (+ 1 (* -1 (/ z y))))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 z y)) y)
(/ z y)
(/.f64 z y)
(/ z y)
(/.f64 z y)
(/ z y)
(/.f64 z y)
(/ z y)
(/.f64 z y)
y
(* y (+ 1 (/ z y)))
(fma.f64 (/.f64 z y) y y)
(* y (+ 1 (/ z y)))
(fma.f64 (/.f64 z y) y y)
(* y (+ 1 (/ z y)))
(fma.f64 (/.f64 z y) y y)
(* -1 (* x y))
(*.f64 (neg.f64 y) x)
(* -1 (* y (+ x (* -1/2 (/ (* x (pow z 2)) (pow y 2))))))
(.f64 (fma.f64 (/.f64 (/.f64 (.f64 (*.f64 z z) x) y) y) #s(literal -1/2 binary64) x) (neg.f64 y))
(* -1 (* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (* -1/8 (/ (* x (pow z 4)) (pow y 4)))))))
(.f64 (fma.f64 (.f64 (pow.f64 z #s(literal 4 binary64)) (/.f64 x (pow.f64 y #s(literal 4 binary64)))) #s(literal -1/8 binary64) (fma.f64 (/.f64 (/.f64 (.f64 (.f64 z z) x) y) y) #s(literal -1/2 binary64) x)) (neg.f64 y))
(* -1 (* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (+ (* -1/8 (/ (* x (pow z 4)) (pow y 4))) (* -1/16 (/ (* x (pow z 6)) (pow y 6))))))))
(.f64 (+.f64 (fma.f64 (.f64 (pow.f64 z #s(literal 4 binary64)) (/.f64 x (pow.f64 y #s(literal 4 binary64)))) #s(literal -1/8 binary64) (fma.f64 (/.f64 (/.f64 (.f64 (.f64 z z) x) y) y) #s(literal -1/2 binary64) x)) (/.f64 (.f64 (.f64 (pow.f64 z #s(literal 6 binary64)) x) #s(literal -1/16 binary64)) (pow.f64 y #s(literal 6 binary64)))) (neg.f64 y))
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* -1 (* x y))
(*.f64 (neg.f64 y) x)
(* -1 (* y (+ x (* -1/2 (/ (* x (pow z 2)) (pow y 2))))))
(.f64 (fma.f64 (/.f64 (/.f64 (.f64 (*.f64 z z) x) y) y) #s(literal -1/2 binary64) x) (neg.f64 y))
(* -1 (* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (* -1/8 (/ (* x (pow z 4)) (pow y 4)))))))
(.f64 (fma.f64 (.f64 (pow.f64 z #s(literal 4 binary64)) (/.f64 x (pow.f64 y #s(literal 4 binary64)))) #s(literal -1/8 binary64) (fma.f64 (/.f64 (/.f64 (.f64 (.f64 z z) x) y) y) #s(literal -1/2 binary64) x)) (neg.f64 y))
(* -1 (* y (+ x (+ (* -1/2 (/ (* x (pow z 2)) (pow y 2))) (+ (* -1/8 (/ (* x (pow z 4)) (pow y 4))) (* -1/16 (/ (* x (pow z 6)) (pow y 6))))))))
(.f64 (+.f64 (fma.f64 (.f64 (pow.f64 z #s(literal 4 binary64)) (/.f64 x (pow.f64 y #s(literal 4 binary64)))) #s(literal -1/8 binary64) (fma.f64 (/.f64 (/.f64 (.f64 (.f64 z z) x) y) y) #s(literal -1/2 binary64) x)) (/.f64 (.f64 (.f64 (pow.f64 z #s(literal 6 binary64)) x) #s(literal -1/16 binary64)) (pow.f64 y #s(literal 6 binary64)))) (neg.f64 y))
(* -1 y)
(neg.f64 y)
(* -1 (* y (+ 1 (* -1/2 (/ (pow z 2) (pow y 2))))))
(.f64 (fma.f64 (/.f64 (/.f64 (.f64 z z) y) y) #s(literal -1/2 binary64) #s(literal 1 binary64)) (neg.f64 y))
(* -1 (* y (+ 1 (+ (* -1/2 (/ (pow z 2) (pow y 2))) (* -1/8 (/ (pow z 4) (pow y 4)))))))
(.f64 (fma.f64 (/.f64 (pow.f64 z #s(literal 4 binary64)) (pow.f64 y #s(literal 4 binary64))) #s(literal -1/8 binary64) (fma.f64 (/.f64 (/.f64 (.f64 z z) y) y) #s(literal -1/2 binary64) #s(literal 1 binary64))) (neg.f64 y))
(* -1 (* y (+ 1 (+ (* -1/2 (/ (pow z 2) (pow y 2))) (+ (* -1/8 (/ (pow z 4) (pow y 4))) (* -1/16 (/ (pow z 6) (pow y 6))))))))
(neg.f64 (fma.f64 (fma.f64 (/.f64 (pow.f64 z #s(literal 6 binary64)) (pow.f64 y #s(literal 6 binary64))) #s(literal -1/16 binary64) (fma.f64 (/.f64 #s(literal -1/2 binary64) y) (/.f64 (.f64 z z) y) (/.f64 (.f64 (pow.f64 z #s(literal 4 binary64)) #s(literal -1/8 binary64)) (pow.f64 y #s(literal 4 binary64))))) y y))
y
(* -1 (* y (- (* 1/2 (/ (pow z 2) (pow y 2))) 1)))
(fma.f64 (.f64 (/.f64 (/.f64 (.f64 z z) y) y) #s(literal 1/2 binary64)) (neg.f64 y) y)
(* -1 (* y (- (* 1/2 (/ (pow z 2) (pow y 2))) 1)))
(fma.f64 (.f64 (/.f64 (/.f64 (.f64 z z) y) y) #s(literal 1/2 binary64)) (neg.f64 y) y)
(* -1 (* y (- (* 1/2 (/ (pow z 2) (pow y 2))) 1)))
(fma.f64 (.f64 (/.f64 (/.f64 (.f64 z z) y) y) #s(literal 1/2 binary64)) (neg.f64 y) y)
(* -1 (* x (* y (pow (sqrt -1) 2))))
(*.f64 y x)
(* -1 (* y (+ (* -1/2 (/ (* x (+ z (* -1 z))) y)) (* x (pow (sqrt -1) 2)))))
(fma.f64 (.f64 #s(literal 0 binary64) x) #s(literal -1 binary64) (.f64 y x))
(* -1 (* y (+ (* -1 (/ (+ (* -1/2 (/ (* x (- (pow z 2) (* 1/4 (/ (pow (+ z (* -1 z)) 2) (pow (sqrt -1) 2))))) y)) (* 1/2 (* x (+ z (* -1 z))))) y)) (* x (pow (sqrt -1) 2)))))
(.f64 (-.f64 (neg.f64 x) (/.f64 (fma.f64 #s(literal 0 binary64) x (.f64 (/.f64 (*.f64 (fma.f64 z z #s(literal 0 binary64)) x) y) #s(literal -1/2 binary64))) y)) (neg.f64 y))
(* -1 (* y (+ (* -1 (/ (+ (* -1 (/ (+ (* 1/4 (/ (* x (* (+ z (* -1 z)) (- (pow z 2) (* 1/4 (/ (pow (+ z (* -1 z)) 2) (pow (sqrt -1) 2)))))) (* y (pow (sqrt -1) 2)))) (* 1/2 (* x (- (pow z 2) (* 1/4 (/ (pow (+ z (* -1 z)) 2) (pow (sqrt -1) 2))))))) y)) (* 1/2 (* x (+ z (* -1 z))))) y)) (* x (pow (sqrt -1) 2)))))
(.f64 (-.f64 (neg.f64 x) (/.f64 (fma.f64 #s(literal 0 binary64) x (/.f64 (fma.f64 #s(literal 0 binary64) x (.f64 (*.f64 (fma.f64 z z #s(literal 0 binary64)) x) #s(literal 1/2 binary64))) (neg.f64 y))) y)) (neg.f64 y))
(* -1 (* y (pow (sqrt -1) 2)))
y
(* -1 (* y (+ (* -1/2 (/ (+ z (* -1 z)) y)) (pow (sqrt -1) 2))))
y
(* -1 (* y (+ (* -1 (/ (+ (* -1/2 (/ (- (pow z 2) (* 1/4 (/ (pow (+ z (* -1 z)) 2) (pow (sqrt -1) 2)))) y)) (* 1/2 (+ z (* -1 z)))) y)) (pow (sqrt -1) 2))))
(*.f64 (-.f64 #s(literal -1 binary64) (/.f64 (fma.f64 (/.f64 (fma.f64 z z #s(literal 0 binary64)) y) #s(literal -1/2 binary64) #s(literal 0 binary64)) y)) (neg.f64 y))
(* -1 (* y (+ (* -1 (/ (+ (* -1 (/ (+ (* 1/4 (/ (* (+ z (* -1 z)) (- (pow z 2) (* 1/4 (/ (pow (+ z (* -1 z)) 2) (pow (sqrt -1) 2))))) (* y (pow (sqrt -1) 2)))) (* 1/2 (- (pow z 2) (* 1/4 (/ (pow (+ z (* -1 z)) 2) (pow (sqrt -1) 2)))))) y)) (* 1/2 (+ z (* -1 z)))) y)) (pow (sqrt -1) 2))))
(*.f64 (-.f64 #s(literal -1 binary64) (/.f64 (/.f64 (fma.f64 (fma.f64 z z #s(literal 0 binary64)) #s(literal 1/2 binary64) #s(literal 0 binary64)) (neg.f64 y)) y)) (neg.f64 y))
(pow y 2)
(*.f64 y y)
(* (pow y 2) (+ 1 (+ (* -1 (/ z y)) (/ z y))))
(*.f64 y y)
(* (pow y 2) (+ 1 (* -1 (/ (+ (* -1 (+ z (* -1 z))) (/ (pow z 2) y)) y))))
(.f64 (.f64 (-.f64 #s(literal 1 binary64) (/.f64 (/.f64 (fma.f64 z z #s(literal 0 binary64)) y) y)) y) y)
(* (pow y 2) (+ 1 (* -1 (/ (+ (* -1 (+ z (* -1 z))) (/ (pow z 2) y)) y))))
(.f64 (.f64 (-.f64 #s(literal 1 binary64) (/.f64 (/.f64 (fma.f64 z z #s(literal 0 binary64)) y) y)) y) y)
y
(* -1 (* y (- (/ z y) 1)))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 z y)) y)
(* -1 (* y (- (/ z y) 1)))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 z y)) y)
(* -1 (* y (- (/ z y) 1)))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 z y)) y)
(/ z y)
(/.f64 z y)
(/ z y)
(/.f64 z y)
(/ z y)
(/.f64 z y)
(/ z y)
(/.f64 z y)
y
(* -1 (* y (- (* -1 (/ z y)) 1)))
(fma.f64 (/.f64 (neg.f64 z) y) (neg.f64 y) y)
(* -1 (* y (- (* -1 (/ z y)) 1)))
(fma.f64 (/.f64 (neg.f64 z) y) (neg.f64 y) y)
(* -1 (* y (- (* -1 (/ z y)) 1)))
(fma.f64 (/.f64 (neg.f64 z) y) (neg.f64 y) y)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (* (+ y z) (- y z))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (* (+ y z) (- y z))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (* (+ y z) (- y z))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (* (+ y z) (- y z))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (* (+ y z) (- y z))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (* (+ y z) (- y z))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (* (+ y z) (- y z))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (* (+ y z) (- y z))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x y)
(*.f64 y x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (- (pow y 2) (pow z 2))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (* (+ y z) (- y z))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (* (+ y z) (- y z))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (* (+ y z) (- y z))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)
(* x (sqrt (* (+ y z) (- y z))))
(.f64 (hypot.f64 (.f64 (sqrt.f64 #s(literal -1 binary64)) z) y) x)

rewrite154.0ms (3.3%)

Memory

34.1MiB live, 227.3MiB allocated

Rules

8 960×	`lower-fma.f32`
8 958×	`lower-fma.f64`
5 802×	`lower-*.f32`
5 792×	`lower-*.f64`
4 108×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	21	98
0	32	98
1	115	98
2	780	98
0	8440	98

Stop Event

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

Counts

12 → 640

Calls

Call 1

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

Outputs
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eval153.0ms (3.3%)

Memory: 0.9MiB live, 234.7MiB allocated
Compiler: Compiled 21 833 to 3 355 computations (84.6% saved)

prune19.0ms (0.4%)

Memory

-24.3MiB live, 52.9MiB allocated

Pruning

3 alts after pruning (0 fresh and 3 done)

	Pruned	Kept	Total
New	936	0	936
Fresh	0	0	0
Picked	0	3	3
Done	0	0	0
Total	936	3	939

Accuracy

100.0%

Counts

939 → 3

Alt Table

Click to see full alt table

Status

Accuracy

Program

✓

67.3%

(*.f64 (sqrt.f64 (*.f64 (-.f64 y z) (+.f64 z y))) x)

✓

99.4%

(*.f64 x #s(approx (sqrt (- (* y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)))

✓

98.9%

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

Compiler

Compiled 60 to 43 computations (28.3% saved)

regimes16.0ms (0.3%)

Memory

32.7MiB live, 32.7MiB allocated

Counts

4 → 1

Calls

Call 1

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

Outputs
(.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)))

Calls

8 calls:

2.0ms	(-.f64 (.f64 y y) (.f64 z z))
2.0ms	x
2.0ms	z
2.0ms	y
2.0ms	(sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))

Results

Accuracy	Segments	Branch
99.4%	1	`x`
99.4%	1	`y`
99.4%	1	`z`
99.4%	1	`(.f64 x (sqrt.f64 (-.f64 (.f64 y y) (*.f64 z z))))`
99.4%	1	`(sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))`
99.4%	1	`(-.f64 (.f64 y y) (.f64 z z))`
99.4%	1	`(*.f64 y y)`
99.4%	1	`(*.f64 z z)`

Compiler

Compiled 34 to 38 computations (-11.8% saved)

regimes15.0ms (0.3%)

Memory

-17.1MiB live, 29.9MiB allocated

Accuracy

Total -20.9b remaining (-2985.8%)

Threshold costs -20.9b (-2985.8%)

Counts

2 → 1

Calls

Call 1

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

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

Calls

8 calls:

4.0ms	(-.f64 (.f64 y y) (.f64 z z))
2.0ms	z
2.0ms	x
2.0ms	(sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))
1.0ms	y

Results

Accuracy	Segments	Branch
98.9%	1	`x`
98.9%	1	`y`
98.9%	1	`z`
98.9%	1	`(.f64 x (sqrt.f64 (-.f64 (.f64 y y) (*.f64 z z))))`
98.9%	1	`(sqrt.f64 (-.f64 (.f64 y y) (.f64 z z)))`
98.9%	1	`(-.f64 (.f64 y y) (.f64 z z))`
98.9%	1	`(*.f64 y y)`
98.9%	1	`(*.f64 z z)`

Compiler

Compiled 34 to 38 computations (-11.8% saved)

simplify23.0ms (0.5%)

Memory

4.6MiB live, 43.1MiB allocated

Algorithm

1×	egg-herbie

Rules

6×	`-commutative-binary64-.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	16	33
1	19	33

Stop Event

1×

saturated

Calls

Call 1

Inputs
(.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)))
#s(approx (* x (sqrt (- (* y y) (* z z)))) (*.f64 x y))

Outputs
(.f64 x #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)))
(.f64 #s(approx (sqrt (- ( y y) (* z z))) (fma.f64 (*.f64 #s(literal -1/2 binary64) z) (/.f64 z y) y)) x)
#s(approx (* x (sqrt (- (* y y) (* z z)))) (*.f64 x y))
#s(approx (* x (sqrt (- (* y y) (* z z)))) (*.f64 y x))

soundness176.0ms (3.8%)

Memory

-13.3MiB live, 140.3MiB allocated

Rules

13 108×	`lower-fma.f64`
13 108×	`lower-fma.f32`
5 990×	`lower-*.f64`
5 990×	`lower-*.f32`
3 530×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	205	1489
1	648	1483
2	2455	1426
3	7928	1426
0	8162	1349

Stop Event

1×	done
1×	iter limit
1×	node limit

Compiler

Compiled 28 to 23 computations (17.9% saved)

preprocess78.0ms (1.7%)

Memory

-0.1MiB live, 160.7MiB allocated

Remove

(negabs x)

(abs z)

Compiler

Compiled 352 to 282 computations (19.9% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze154.0ms (3.3%)

sample2.0s (42.1%)

explain154.0ms (3.3%)

preprocess533.0ms (11.5%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify338.0ms (7.3%)

localize21.0ms (0.5%)

series13.0ms (0.3%)

simplify221.0ms (4.8%)

rewrite166.0ms (3.6%)

eval54.0ms (1.2%)

prune6.0ms (0.1%)

simplify141.0ms (3%)

localize74.0ms (1.6%)

series33.0ms (0.7%)

simplify150.0ms (3.2%)

rewrite154.0ms (3.3%)

eval153.0ms (3.3%)

prune19.0ms (0.4%)

regimes16.0ms (0.3%)

regimes15.0ms (0.3%)

simplify23.0ms (0.5%)

soundness176.0ms (3.8%)

preprocess78.0ms (1.7%)

end0.0ms (0%)

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