Metrics for Diagrams.TwoD.Segment:bezierClip from diagrams-lib-1.3.0.3

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated; 0ms collecting garbage

analyze0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated; 0ms collecting garbage

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)

sample1.1s (26.6%)

Memory

33.3MiB live, 1 400.6MiB allocated; 255ms collecting garbage

Samples

719.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 359.0ms

ival-mult: 200.0ms (55.8% of total)

ival-add: 75.0ms (20.9% of total)

ival-sub: 68.0ms (19% of total)

exact: 6.0ms (1.7% of total)

ival-true: 5.0ms (1.4% of total)

ival-assert: 3.0ms (0.8% of total)

adjust: 2.0ms (0.6% of total)

Bogosity

explain184.0ms (4.6%)

Memory

17.8MiB live, 241.1MiB allocated; 30ms collecting garbage

FPErrors

Click to see full error table

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

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`+.f64`	`(+.f64 (.f64 x y) (.f64 z (-.f64 #s(literal 1 binary64) y)))`	nan-rescue	4	0
↳	`(*.f64 x y)`	overflow	24
↳	`(*.f64 z (-.f64 #s(literal 1 binary64) y))`	overflow	38

Confusion

	Predicted +	Predicted -
+	4	0
-	0	252

Precision

1.0

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	4	0	0
-	0	0	252

Precision?

1.0

Recall?

1.0

Freqs

test

number	freq
0	252
1	4

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

76.0ms

512×

valid

Compiler

Compiled 61 to 28 computations (54.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 61.0ms

ival-mult: 54.0ms (88.8% of total)

ival-sub: 3.0ms (4.9% of total)

ival-add: 2.0ms (3.3% of total)

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

adjust: 0.0ms (0% of total)

exact: 0.0ms (0% of total)

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

preprocess61.0ms (1.5%)

Memory

-31.6MiB live, 71.2MiB allocated; 31ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	32	88
1	77	84
2	160	83
3	269	83
4	331	83
5	340	83
0	8	9
0	12	9
1	20	9
2	34	9
3	54	9
4	75	9
5	79	9
6	82	9
0	82	8

Stop Event

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

Calls

Call 1

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

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

Compiler

Compiled 9 to 8 computations (11.1% saved)

eval0.0ms (0%)

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

prune0.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated; 0ms collecting garbage

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	98.4%	(+.f64 (.f64 x y) (.f64 z (-.f64 #s(literal 1 binary64) y)))

Compiler

Compiled 9 to 8 computations (11.1% saved)

simplify5.0ms (0.1%)

Memory

19.2MiB live, 19.2MiB allocated; 0ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	8	24
0	12	24
1	20	24
2	34	24
3	54	24
4	75	24
5	79	24
6	82	24
0	82	23

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize35.0ms (0.9%)

Memory

-25.1MiB live, 64.0MiB allocated; 18ms collecting garbage

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 #s(literal 1 binary64) y)
accuracy	0.0	(*.f64 x y)
accuracy	0.00390625	(*.f64 z (-.f64 #s(literal 1 binary64) y))
accuracy	0.9492125574906175	(+.f64 (.f64 x y) (.f64 z (-.f64 #s(literal 1 binary64) y)))

Samples

26.0ms

256×

valid

Compiler

Compiled 26 to 10 computations (61.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 18.0ms

ival-sub: 13.0ms (73.7% of total)

ival-mult: 3.0ms (17% of total)

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

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

adjust: 0.0ms (0% of total)

exact: 0.0ms (0% of total)

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

series7.0ms (0.2%)

Memory

19.9MiB live, 19.9MiB allocated; 0ms collecting garbage

Counts

4 → 22

Calls

Call 1

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

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

Calls

9 calls:

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

simplify214.0ms (5.3%)

Memory

-22.3MiB live, 153.9MiB allocated; 102ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	57	134
1	208	115
2	637	115
3	1973	115
4	4269	114
0	8293	106

Stop Event

1×	iter limit
1×	node limit

Counts

22 → 21

Calls

Call 1

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

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

rewrite213.0ms (5.3%)

Memory

29.9MiB live, 250.6MiB allocated; 48ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	8	20
0	12	20
1	46	20
2	315	20
3	3433	20
0	8517	19

Stop Event

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

Counts

4 → 399

Calls

Call 1

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

Outputs
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (pow.f64 (.f64 y x) #s(literal 3 binary64))) (-.f64 (pow.f64 (.f64 y x) #s(literal 4 binary64)) (pow.f64 (.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z)) #s(literal 2 binary64)))) (-.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (*.f64 (-.f64 #s(literal 1 binary64) y) z))))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (pow.f64 (.f64 y x) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z)) #s(literal 3 binary64)) (pow.f64 (.f64 y x) #s(literal 6 binary64)))) (fma.f64 (.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z)) (-.f64 (.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z)) (pow.f64 (.f64 y x) #s(literal 2 binary64))) (pow.f64 (*.f64 y x) #s(literal 4 binary64))))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64))) (-.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 y x)))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64))) (-.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (pow.f64 (.f64 y x) #s(literal 3 binary64)))) (fma.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 y x)) (pow.f64 (.f64 y x) #s(literal 2 binary64))))
(.f64 (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z) (pow.f64 (.f64 y x) #s(literal 2 binary64))) (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 y x)) (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))))
(.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 y x)) (/.f64 (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))))
(/.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) #s(literal 2 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) #s(literal 2 binary64))) (fma.f64 (-.f64 #s(literal 1 binary64) y) z (*.f64 y x)))
(/.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 2 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 2 binary64))) (fma.f64 (-.f64 #s(literal 1 binary64) y) z (*.f64 y x)))
(/.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) #s(literal 3 binary64))) (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) #s(literal 2 binary64)) (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) #s(literal 2 binary64)) (.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (*.f64 (-.f64 #s(literal 1 binary64) y) z)))))))
(/.f64 (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 3 binary64))) (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 2 binary64)) (-.f64 (pow.f64 (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) #s(literal 2 binary64)) (.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z) (pow.f64 (*.f64 y x) #s(literal 2 binary64))))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (*.f64 (neg.f64 y) x))))
(/.f64 (-.f64 (.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) (.f64 (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z)) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (pow.f64 (fma.f64 (neg.f64 x) y (*.f64 (-.f64 #s(literal 1 binary64) y) z)) #s(literal 2 binary64)))
(/.f64 (fma.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z) (pow.f64 (.f64 y x) #s(literal 2 binary64))) (.f64 (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z) (pow.f64 (.f64 y x) #s(literal 2 binary64))) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)))) (pow.f64 (fma.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) z (.f64 (neg.f64 y) x)) (.f64 (-.f64 #s(literal 1 binary64) y) z) (pow.f64 (.f64 y x) #s(literal 2 binary64))) #s(literal 2 binary64)))
(/.f64 (-.f64 (pow.f64 (.f64 y x) #s(literal 4 binary64)) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 4 binary64))) (.f64 (+.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (pow.f64 (.f64 y x) #s(literal 2 binary64))) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))))
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(/.f64 (fabs.f64 (neg.f64 (*.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))))) (fabs.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(/.f64 (fabs.f64 (.f64 (+.f64 #s(literal -1 binary64) (.f64 y y)) z)) (fabs.f64 (-.f64 y #s(literal 1 binary64))))
(/.f64 (fabs.f64 (*.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) z)) (fabs.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(/.f64 (fabs.f64 (.f64 z (+.f64 #s(literal -1 binary64) (.f64 y y)))) (fabs.f64 (-.f64 y #s(literal 1 binary64))))
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(/.f64 (fabs.f64 (fabs.f64 (.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) z))) (fabs.f64 (fabs.f64 (-.f64 y #s(literal 1 binary64)))))
(/.f64 (fabs.f64 (fabs.f64 (*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) z))) (fabs.f64 (fabs.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)))))
(/.f64 (sqrt.f64 (.f64 (.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) (.f64 y y))) (.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)) z))) (sqrt.f64 (-.f64 #s(literal 1 binary64) y)))
(/.f64 (sqrt.f64 (.f64 (.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (*.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)) z))) (sqrt.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
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(/.f64 (sqrt.f64 (.f64 (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) z) (*.f64 (-.f64 #s(literal 1 binary64) y) z))) (sqrt.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(/.f64 (sqrt.f64 (.f64 (+.f64 #s(literal -1 binary64) (.f64 y y)) (.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) z))) (sqrt.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64))))
(/.f64 (sqrt.f64 (.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z) z))) (sqrt.f64 (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)))))
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(/.f64 (sqrt.f64 (.f64 (.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) z) (-.f64 #s(literal 1 binary64) (.f64 y y)))) (sqrt.f64 (-.f64 #s(literal 1 binary64) y)))
(/.f64 (sqrt.f64 (.f64 (.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z) z) (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))))) (sqrt.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
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(/.f64 (sqrt.f64 (.f64 (.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)) z) (*.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))))) (sqrt.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(/.f64 (sqrt.f64 (.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) (.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) z))) (sqrt.f64 (-.f64 #s(literal 1 binary64) y)))
(/.f64 (sqrt.f64 (.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) (*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) z))) (sqrt.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(/.f64 (sqrt.f64 (.f64 (.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) (.f64 y y))) (.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))))) (sqrt.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)))))
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(/.f64 (exp.f64 (log.f64 (.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) z))) (exp.f64 (log1p.f64 y)))
(/.f64 (exp.f64 (+.f64 (log1p.f64 (pow.f64 y #s(literal 3 binary64))) (log.f64 z))) (exp.f64 (log1p.f64 (fma.f64 y y y))))
(/.f64 (.f64 (+.f64 #s(literal -1 binary64) (.f64 y y)) z) (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)))
(/.f64 (*.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) z) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(/.f64 (.f64 z (+.f64 #s(literal -1 binary64) (.f64 y y))) (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)))
(/.f64 (*.f64 z (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))))) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(/.f64 (fabs.f64 (.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) z)) (fabs.f64 (-.f64 y #s(literal 1 binary64))))
(/.f64 (fabs.f64 (*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) z)) (fabs.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(/.f64 (.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) z) (-.f64 #s(literal 1 binary64) y))
(/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) z) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)))
(/.f64 (.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) (.f64 y y))) (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)))
(/.f64 (*.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(neg.f64 (*.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)) z))
(sqrt.f64 (pow.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))
(fabs.f64 (*.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)) z))
(fabs.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z))
(exp.f64 (/.f64 (*.f64 #s(literal 2 binary64) (+.f64 (log1p.f64 y) (log.f64 z))) #s(literal 2 binary64)))
(exp.f64 (*.f64 (+.f64 (log1p.f64 y) (log.f64 z)) #s(literal 1 binary64)))
(exp.f64 (+.f64 (log1p.f64 y) (log.f64 z)))
(+.f64 (cosh.f64 (+.f64 (log1p.f64 y) (log.f64 z))) (sinh.f64 (+.f64 (log1p.f64 y) (log.f64 z))))
(.f64 (/.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) (+.f64 #s(literal -1 binary64) (*.f64 y y))) (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)))
(.f64 (/.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))))) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(.f64 (/.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)))
(.f64 (/.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) (-.f64 #s(literal 1 binary64) (*.f64 y y))) (-.f64 #s(literal 1 binary64) y))
(*.f64 (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) (-.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 y y y) #s(literal 2 binary64)))) (-.f64 #s(literal 1 binary64) (fma.f64 y y y)))
(*.f64 (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) (+.f64 (pow.f64 (fma.f64 y y y) #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 (fma.f64 y y y) (-.f64 (fma.f64 y y y) #s(literal 1 binary64)) #s(literal 1 binary64)))
(*.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 1 binary64))
(/.f64 (-.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal -2 binary64)) (pow.f64 (.f64 y (/.f64 y (-.f64 #s(literal 1 binary64) y))) #s(literal 2 binary64))) (+.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal -1 binary64)) (.f64 y (/.f64 y (-.f64 #s(literal 1 binary64) y)))))
(/.f64 (-.f64 (pow.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)) #s(literal -2 binary64)) (pow.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))) #s(literal 2 binary64))) (-.f64 #s(literal 1 binary64) y))
(/.f64 (-.f64 (*.f64 y y) #s(literal 1 binary64)) (-.f64 y #s(literal 1 binary64)))
(/.f64 (-.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal -3 binary64)) (/.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 3 binary64)))) (+.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal -2 binary64)) (+.f64 (pow.f64 (.f64 y (/.f64 y (-.f64 #s(literal 1 binary64) y))) #s(literal 2 binary64)) (.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal -1 binary64)) (*.f64 y (/.f64 y (-.f64 #s(literal 1 binary64) y)))))))
(/.f64 (-.f64 (pow.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)) #s(literal -3 binary64)) (/.f64 (pow.f64 y #s(literal 9 binary64)) (pow.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)) #s(literal 3 binary64)))) (+.f64 (pow.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)) #s(literal -2 binary64)) (+.f64 (pow.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))) #s(literal 2 binary64)) (*.f64 (pow.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)))))))
(/.f64 (neg.f64 (+.f64 #s(literal -1 binary64) (*.f64 y y))) (-.f64 #s(literal 1 binary64) y))
(/.f64 (neg.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)))))
(/.f64 (-.f64 (.f64 #s(literal 1 binary64) (-.f64 #s(literal 1 binary64) y)) (.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y y))) (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 2 binary64)))
(/.f64 (-.f64 (.f64 #s(literal 1 binary64) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))) (.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64)))) (pow.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)) #s(literal 2 binary64)))
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 4 binary64))) (*.f64 (fma.f64 y y #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) y)))
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 6 binary64))) (*.f64 (+.f64 (fma.f64 y y (pow.f64 y #s(literal 4 binary64))) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) y)))
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 6 binary64))) (*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 9 binary64))) (*.f64 (+.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 6 binary64))) (pow.f64 y #s(literal 3 binary64))) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(/.f64 (+.f64 #s(literal -1 binary64) (*.f64 y y)) (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)))
(/.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(/.f64 (-.f64 #s(literal 1 binary64) (*.f64 y y)) (-.f64 #s(literal 1 binary64) y))
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)))
(neg.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)))
(fma.f64 (sqrt.f64 (neg.f64 (neg.f64 y))) (sqrt.f64 (neg.f64 (neg.f64 y))) #s(literal 1 binary64))
(fma.f64 (sqrt.f64 (neg.f64 y)) (sqrt.f64 (neg.f64 y)) #s(literal 1 binary64))
(fma.f64 (sqrt.f64 y) (sqrt.f64 y) #s(literal 1 binary64))
(fma.f64 (pow.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) #s(literal -1 binary64)) (-.f64 #s(literal 1 binary64) y) (/.f64 (.f64 (neg.f64 y) y) (-.f64 #s(literal 1 binary64) y)))
(fma.f64 (pow.f64 (-.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 y y y) #s(literal 2 binary64))) #s(literal -1 binary64)) (-.f64 #s(literal 1 binary64) (fma.f64 y y y)) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(fma.f64 (pow.f64 (+.f64 (pow.f64 (fma.f64 y y y) #s(literal 3 binary64)) #s(literal 1 binary64)) #s(literal -1 binary64)) (fma.f64 (fma.f64 y y y) (-.f64 (fma.f64 y y y) #s(literal 1 binary64)) #s(literal 1 binary64)) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(fma.f64 (pow.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) #s(literal -1 binary64)) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)) (/.f64 (*.f64 (neg.f64 y) y) (-.f64 #s(literal 1 binary64) y)))
(fma.f64 #s(literal 1 binary64) y #s(literal 1 binary64))
(fma.f64 y #s(literal 1 binary64) #s(literal 1 binary64))
(-.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal -1 binary64)) (*.f64 y (/.f64 y (-.f64 #s(literal 1 binary64) y))))
(-.f64 (pow.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(-.f64 #s(literal 1 binary64) (neg.f64 y))
(-.f64 #s(literal 1 binary64) y)
(+.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal -1 binary64)) (/.f64 (*.f64 (neg.f64 y) y) (-.f64 #s(literal 1 binary64) y)))
(+.f64 (pow.f64 (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 #s(literal 1 binary64) y) y #s(literal 1 binary64))))
(+.f64 #s(literal 1 binary64) (neg.f64 y))
(+.f64 #s(literal 1 binary64) y)
(+.f64 y #s(literal 1 binary64))

eval98.0ms (2.4%)

Memory: -45.8MiB live, 101.5MiB allocated; 32ms collecting garbage
Compiler: Compiled 9 202 to 1 053 computations (88.6% saved)

prune7.0ms (0.2%)

Memory

20.9MiB live, 20.9MiB allocated; 0ms collecting garbage

Pruning

4 alts after pruning (4 fresh and 0 done)

	Pruned	Kept	Total
New	406	4	410
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	407	4	411

Accuracy

100.0%

Counts

411 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	98.8%	(fma.f64 (-.f64 #s(literal 1 binary64) y) z (*.f64 y x))
▶	100.0%	#s(approx (+ (* x y) (* z (- 1 y))) (fma.f64 (-.f64 x z) y z))
▶	66.5%	#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 (-.f64 x z) y))
▶	63.8%	#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 (-.f64 #s(literal 1 binary64) y) z))

Compiler

Compiled 54 to 41 computations (24.1% saved)

simplify7.0ms (0.2%)

Memory

7.1MiB live, 7.1MiB allocated; 0ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 12 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	18	98
0	25	95
1	38	95
2	59	95
3	89	95
4	123	95
5	130	95
6	132	95
0	132	95

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize40.0ms (1%)

Memory

19.0MiB live, 64.4MiB allocated; 5ms collecting garbage

Localize:

Found 12 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 #s(literal 1 binary64) y)
accuracy	0.0	(*.f64 y x)
accuracy	0.7538979928166806	(fma.f64 (-.f64 #s(literal 1 binary64) y) z (*.f64 y x))
accuracy	0.0	(-.f64 x z)
accuracy	0.0	#s(approx (+ (* x y) (* z (- 1 y))) (fma.f64 (-.f64 x z) y z))
accuracy	0.0078125	(fma.f64 (-.f64 x z) y z)
accuracy	0.0	(-.f64 x z)
accuracy	0.0078125	(*.f64 (-.f64 x z) y)
accuracy	21.4110244102438	#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 (-.f64 x z) y))
accuracy	0.0	(-.f64 #s(literal 1 binary64) y)
accuracy	0.00390625	(*.f64 (-.f64 #s(literal 1 binary64) y) z)
accuracy	23.1562387066741	#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 (-.f64 #s(literal 1 binary64) y) z))

Samples

30.0ms

256×

valid

Compiler

Compiled 83 to 16 computations (80.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 15.0ms

ival-mult: 9.0ms (61.1% of total)

ival-add: 3.0ms (20.4% of total)

ival-sub: 2.0ms (13.6% of total)

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

adjust: 0.0ms (0% of total)

exact: 0.0ms (0% of total)

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

series15.0ms (0.4%)

Memory

-37.8MiB live, 15.0MiB allocated; 12ms collecting garbage

Counts

10 → 47

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
6.0ms	x	@	inf	((+ (* x y) (* z (- 1 y))) (* (- 1 y) z) (- 1 y) (+ (* x y) (* z (- 1 y))) (* (- x z) y) (- x z) (+ (* x y) (* z (- 1 y))) (+ (* (- x z) y) z) (+ (* (- 1 y) z) (* y x)) (* y x))
2.0ms	z	@	-inf	((+ (* x y) (* z (- 1 y))) (* (- 1 y) z) (- 1 y) (+ (* x y) (* z (- 1 y))) (* (- x z) y) (- x z) (+ (* x y) (* z (- 1 y))) (+ (* (- x z) y) z) (+ (* (- 1 y) z) (* y x)) (* y x))
1.0ms	y	@	-inf	((+ (* x y) (* z (- 1 y))) (* (- 1 y) z) (- 1 y) (+ (* x y) (* z (- 1 y))) (* (- x z) y) (- x z) (+ (* x y) (* z (- 1 y))) (+ (* (- x z) y) z) (+ (* (- 1 y) z) (* y x)) (* y x))
1.0ms	x	@	-inf	((+ (* x y) (* z (- 1 y))) (* (- 1 y) z) (- 1 y) (+ (* x y) (* z (- 1 y))) (* (- x z) y) (- x z) (+ (* x y) (* z (- 1 y))) (+ (* (- x z) y) z) (+ (* (- 1 y) z) (* y x)) (* y x))
1.0ms	y	@	inf	((+ (* x y) (* z (- 1 y))) (* (- 1 y) z) (- 1 y) (+ (* x y) (* z (- 1 y))) (* (- x z) y) (- x z) (+ (* x y) (* z (- 1 y))) (+ (* (- x z) y) z) (+ (* (- 1 y) z) (* y x)) (* y x))

simplify145.0ms (3.6%)

Memory

26.1MiB live, 161.0MiB allocated; 15ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	113	298
1	418	239
2	1345	239
3	3771	239
4	6193	239
0	8316	222

Stop Event

1×	iter limit
1×	node limit

Counts

47 → 45

Calls

Call 1

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

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

rewrite326.0ms (8.1%)

Memory

3.0MiB live, 292.7MiB allocated; 64ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	18	79
0	25	76
1	106	76
2	667	76
3	7887	76
0	8097	76

Stop Event

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

Counts

10 → 310

Calls

Call 1

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

Outputs
#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 (-.f64 #s(literal 1 binary64) y) z))
(.f64 (/.f64 (.f64 (-.f64 #s(literal 1 binary64) (*.f64 y y)) z) (+.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 y (-.f64 y #s(literal 1 binary64)) #s(literal 1 binary64)))
(.f64 (/.f64 (.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) z) (-.f64 #s(literal 1 binary64) (.f64 y y))) (-.f64 #s(literal 1 binary64) y))
(.f64 (/.f64 (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) z) (-.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 y y y) #s(literal 2 binary64)))) (-.f64 #s(literal 1 binary64) (fma.f64 y y y)))
(.f64 (/.f64 (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) z) (+.f64 (pow.f64 (fma.f64 y y y) #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 (fma.f64 y y y) (-.f64 (fma.f64 y y y) #s(literal 1 binary64)) #s(literal 1 binary64)))
(.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) (/.f64 z (+.f64 #s(literal 1 binary64) y)))
(*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) (/.f64 z (+.f64 (fma.f64 y y y) #s(literal 1 binary64))))
(*.f64 (-.f64 #s(literal 1 binary64) y) z)
(*.f64 z (-.f64 #s(literal 1 binary64) y))
(/.f64 (.f64 (+.f64 #s(literal -1 binary64) (.f64 y y)) z) (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)))
(/.f64 (*.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) z) (neg.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64))))
(/.f64 (.f64 z (+.f64 #s(literal -1 binary64) (.f64 y y))) (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)))
(/.f64 (*.f64 z (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))))) (neg.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64))))
(/.f64 (.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) z) (+.f64 #s(literal 1 binary64) y))
(/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) z) (+.f64 (fma.f64 y y y) #s(literal 1 binary64)))
(/.f64 (.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) (.f64 y y))) (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64)))
(/.f64 (*.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (neg.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64))))
(neg.f64 (*.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y)))
(.f64 (/.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) (+.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 y (-.f64 y #s(literal 1 binary64)) #s(literal 1 binary64)))
(*.f64 (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) (-.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 y y y) #s(literal 2 binary64)))) (-.f64 #s(literal 1 binary64) (fma.f64 y y y)))
(*.f64 (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) (+.f64 (pow.f64 (fma.f64 y y y) #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 (fma.f64 y y y) (-.f64 (fma.f64 y y y) #s(literal 1 binary64)) #s(literal 1 binary64)))
(.f64 (/.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) (-.f64 #s(literal 1 binary64) (*.f64 y y))) (-.f64 #s(literal 1 binary64) y))
(/.f64 (-.f64 (.f64 (pow.f64 (+.f64 #s(literal 1 binary64) y) #s(literal -1 binary64)) (pow.f64 (+.f64 #s(literal 1 binary64) y) #s(literal -1 binary64))) (.f64 (.f64 y (/.f64 y (+.f64 #s(literal 1 binary64) y))) (.f64 y (/.f64 y (+.f64 #s(literal 1 binary64) y))))) (+.f64 (pow.f64 (+.f64 #s(literal 1 binary64) y) #s(literal -1 binary64)) (*.f64 y (/.f64 y (+.f64 #s(literal 1 binary64) y)))))
(/.f64 (-.f64 (.f64 (pow.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)) #s(literal -1 binary64)) (pow.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)) #s(literal -1 binary64))) (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (+.f64 (fma.f64 y y y) #s(literal 1 binary64))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (+.f64 (fma.f64 y y y) #s(literal 1 binary64))))) (+.f64 (pow.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (pow.f64 y #s(literal 3 binary64)) (+.f64 (fma.f64 y y y) #s(literal 1 binary64)))))
(/.f64 (-.f64 (pow.f64 (pow.f64 (+.f64 #s(literal 1 binary64) y) #s(literal -1 binary64)) #s(literal 3 binary64)) (pow.f64 (.f64 y (/.f64 y (+.f64 #s(literal 1 binary64) y))) #s(literal 3 binary64))) (fma.f64 (pow.f64 (+.f64 #s(literal 1 binary64) y) #s(literal -1 binary64)) (pow.f64 (+.f64 #s(literal 1 binary64) y) #s(literal -1 binary64)) (fma.f64 (.f64 y (/.f64 y (+.f64 #s(literal 1 binary64) y))) (.f64 y (/.f64 y (+.f64 #s(literal 1 binary64) y))) (.f64 (pow.f64 (+.f64 #s(literal 1 binary64) y) #s(literal -1 binary64)) (*.f64 y (/.f64 y (+.f64 #s(literal 1 binary64) y)))))))
(/.f64 (-.f64 (pow.f64 (pow.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)) #s(literal -1 binary64)) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (+.f64 (fma.f64 y y y) #s(literal 1 binary64))) #s(literal 3 binary64))) (fma.f64 (pow.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)) #s(literal -1 binary64)) (pow.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)) #s(literal -1 binary64)) (fma.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (+.f64 (fma.f64 y y y) #s(literal 1 binary64))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (+.f64 (fma.f64 y y y) #s(literal 1 binary64))) (*.f64 (pow.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (pow.f64 y #s(literal 3 binary64)) (+.f64 (fma.f64 y y y) #s(literal 1 binary64)))))))
(/.f64 (neg.f64 (+.f64 #s(literal -1 binary64) (*.f64 y y))) (neg.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64))))
(/.f64 (neg.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))))) (neg.f64 (neg.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)))))
(/.f64 (-.f64 (.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) y)) (.f64 (+.f64 #s(literal 1 binary64) y) (.f64 y y))) (.f64 (+.f64 #s(literal 1 binary64) y) (+.f64 #s(literal 1 binary64) y)))
(/.f64 (-.f64 (.f64 #s(literal 1 binary64) (+.f64 (fma.f64 y y y) #s(literal 1 binary64))) (.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64)))) (*.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)) (+.f64 (fma.f64 y y y) #s(literal 1 binary64))))
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 4 binary64))) (*.f64 (fma.f64 y y #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) y)))
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 6 binary64))) (*.f64 (+.f64 (fma.f64 y y (pow.f64 y #s(literal 4 binary64))) #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) y)))
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(fma.f64 (pow.f64 (.f64 y x) #s(literal 3/2 binary64)) (/.f64 (pow.f64 (.f64 y x) #s(literal 3/2 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(fma.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3/2 binary64)) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3/2 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(fma.f64 (fabs.f64 (.f64 y x)) (/.f64 (fabs.f64 (.f64 y x)) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (*.f64 (-.f64 #s(literal 1 binary64) y) z))))
(fma.f64 (fabs.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z)) (/.f64 (fabs.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (*.f64 y x))))
(fma.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 3 binary64)) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(fma.f64 (.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y)) (/.f64 (.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (*.f64 y x))))
(fma.f64 (.f64 (neg.f64 y) x) (/.f64 (.f64 (neg.f64 y) x) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (*.f64 (-.f64 #s(literal 1 binary64) y) z))))
(fma.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) (/.f64 z (+.f64 #s(literal 1 binary64) y)) (.f64 (neg.f64 (neg.f64 x)) y))
(fma.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) (/.f64 z (+.f64 #s(literal 1 binary64) y)) (.f64 (neg.f64 x) (neg.f64 y)))
(fma.f64 (-.f64 #s(literal 1 binary64) (.f64 y y)) (/.f64 z (+.f64 #s(literal 1 binary64) y)) (.f64 y x))
(fma.f64 (.f64 x x) (/.f64 (.f64 y y) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (*.f64 (-.f64 #s(literal 1 binary64) y) z))))
(fma.f64 (pow.f64 x #s(literal 3 binary64)) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(fma.f64 (.f64 y y) (/.f64 (.f64 x x) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (*.f64 (-.f64 #s(literal 1 binary64) y) z))))
(fma.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) (/.f64 z (+.f64 (fma.f64 y y y) #s(literal 1 binary64))) (*.f64 (neg.f64 (neg.f64 x)) y))
(fma.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) (/.f64 z (+.f64 (fma.f64 y y y) #s(literal 1 binary64))) (*.f64 (neg.f64 x) (neg.f64 y)))
(fma.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))) (/.f64 z (+.f64 (fma.f64 y y y) #s(literal 1 binary64))) (*.f64 y x))
(fma.f64 (pow.f64 y #s(literal 3 binary64)) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(fma.f64 (.f64 z z) (/.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x))))
(fma.f64 (pow.f64 z #s(literal 3 binary64)) (/.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(fma.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (/.f64 (.f64 y x) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(fma.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (/.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(fma.f64 (.f64 y x) (/.f64 (.f64 y x) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (*.f64 (-.f64 #s(literal 1 binary64) y) z))))
(fma.f64 (.f64 y x) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(fma.f64 (.f64 y x) #s(literal 1 binary64) (.f64 (neg.f64 (-.f64 #s(literal 1 binary64) y)) (neg.f64 z)))
(fma.f64 (.f64 y x) #s(literal 1 binary64) (.f64 (-.f64 #s(literal 1 binary64) y) z))
(fma.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (*.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(fma.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) (/.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (*.f64 y x))))
(fma.f64 (-.f64 #s(literal 1 binary64) y) (/.f64 (.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) z) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (*.f64 y x))))
(fma.f64 (-.f64 #s(literal 1 binary64) y) z (*.f64 (neg.f64 (neg.f64 x)) y))
(fma.f64 (-.f64 #s(literal 1 binary64) y) z (*.f64 (neg.f64 x) (neg.f64 y)))
(fma.f64 (-.f64 #s(literal 1 binary64) y) z (*.f64 y x))
(fma.f64 #s(literal 1 binary64) (.f64 y x) (.f64 (neg.f64 (-.f64 #s(literal 1 binary64) y)) (neg.f64 z)))
(fma.f64 #s(literal 1 binary64) (.f64 y x) (.f64 (-.f64 #s(literal 1 binary64) y) z))
(fma.f64 z (/.f64 (.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) #s(literal 2 binary64)) z) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x))))
(fma.f64 z (-.f64 #s(literal 1 binary64) y) (*.f64 (neg.f64 (neg.f64 x)) y))
(fma.f64 z (-.f64 #s(literal 1 binary64) y) (*.f64 (neg.f64 x) (neg.f64 y)))
(fma.f64 z (-.f64 #s(literal 1 binary64) y) (*.f64 y x))
(fma.f64 y (/.f64 (.f64 (.f64 x x) y) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (*.f64 (-.f64 #s(literal 1 binary64) y) z))))
(fma.f64 y (.f64 #s(literal 1 binary64) x) (.f64 (neg.f64 (-.f64 #s(literal 1 binary64) y)) (neg.f64 z)))
(fma.f64 y (.f64 #s(literal 1 binary64) x) (.f64 (-.f64 #s(literal 1 binary64) y) z))
(fma.f64 y x (*.f64 (neg.f64 (-.f64 #s(literal 1 binary64) y)) (neg.f64 z)))
(fma.f64 y x (*.f64 (-.f64 #s(literal 1 binary64) y) z))
(fma.f64 x (/.f64 (.f64 (.f64 y y) x) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (*.f64 (-.f64 #s(literal 1 binary64) y) z))))
(fma.f64 x y (*.f64 (neg.f64 (-.f64 #s(literal 1 binary64) y)) (neg.f64 z)))
(fma.f64 x y (*.f64 (-.f64 #s(literal 1 binary64) y) z))
(-.f64 (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 (neg.f64 y) x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(-.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (neg.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64))) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(-.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x))))
(-.f64 (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))))
(-.f64 (.f64 y x) (.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y)))
(-.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) (.f64 (neg.f64 y) x))
(+.f64 (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 3 binary64)) (fma.f64 (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x)) (.f64 y x) (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))))
(+.f64 (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 x) y (.f64 (-.f64 #s(literal 1 binary64) y) z))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) y) (.f64 y x))))
(+.f64 (.f64 y x) (.f64 (neg.f64 (-.f64 #s(literal 1 binary64) y)) (neg.f64 z)))
(+.f64 (.f64 y x) (.f64 (-.f64 #s(literal 1 binary64) y) z))
(+.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) (.f64 (neg.f64 (neg.f64 x)) y))
(+.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) (.f64 (neg.f64 x) (neg.f64 y)))
(+.f64 (.f64 (-.f64 #s(literal 1 binary64) y) z) (.f64 y x))
(.f64 (.f64 x #s(literal 1 binary64)) y)
(.f64 (.f64 y x) #s(literal 1 binary64))
(.f64 #s(literal 1 binary64) (.f64 y x))
(.f64 y (.f64 #s(literal 1 binary64) x))
(*.f64 y x)
(*.f64 x y)
(neg.f64 (*.f64 (neg.f64 y) x))

eval47.0ms (1.1%)

Memory: 12.0MiB live, 100.3MiB allocated; 10ms collecting garbage
Compiler: Compiled 15 079 to 1 225 computations (91.9% saved)

prune13.0ms (0.3%)

Memory

-21.9MiB live, 30.5MiB allocated; 9ms collecting garbage

Pruning

7 alts after pruning (5 fresh and 2 done)

	Pruned	Kept	Total
New	385	5	390
Fresh	0	0	0
Picked	2	2	4
Done	0	0	0
Total	387	7	394

Accuracy

100.0%

Counts

394 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	65.4%	(fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (*.f64 y x))
✓	100.0%	#s(approx (+ (* x y) (* z (- 1 y))) (fma.f64 (-.f64 x z) y z))
▶	63.8%	#s(approx (+ (* x y) (* z (- 1 y))) (fma.f64 #s(approx (- x z) (neg.f64 z)) y z))
▶	100.0%	#s(approx (+ (* x y) (* z (- 1 y))) (+.f64 (*.f64 (-.f64 x z) y) z))
✓	66.5%	#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 (-.f64 x z) y))
▶	30.7%	#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 #s(approx (- x z) (neg.f64 z)) y))
▶	35.9%	#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 #s(approx (- 1 y) #s(literal 1 binary64)) z))

Compiler

Compiled 195 to 140 computations (28.2% saved)

simplify9.0ms (0.2%)

Memory

20.2MiB live, 20.2MiB allocated; 0ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	26	165
0	37	165
1	55	165
2	88	165
3	137	165
4	202	165
5	221	165
6	233	165
7	238	165
0	238	159

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize62.0ms (1.5%)

Memory

-5.0MiB live, 126.0MiB allocated; 23ms collecting garbage

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0.0	(*.f64 y x)
accuracy	0.0	(neg.f64 y)
accuracy	0.7538979928166806	(fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (*.f64 y x))
accuracy	30.845073855962507	#s(approx (- 1 y) (neg.f64 y))
accuracy	0.0	(neg.f64 z)
accuracy	0.0	#s(approx (+ (* x y) (* z (- 1 y))) (fma.f64 #s(approx (- x z) (neg.f64 z)) y z))
accuracy	0.0078125	(fma.f64 #s(approx (- x z) (neg.f64 z)) y z)
accuracy	30.925114377072674	#s(approx (- x z) (neg.f64 z))
accuracy	0.0	(neg.f64 z)
accuracy	0.0078125	(*.f64 #s(approx (- x z) (neg.f64 z)) y)
accuracy	21.4110244102438	#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 #s(approx (- x z) (neg.f64 z)) y))
accuracy	30.925114377072674	#s(approx (- x z) (neg.f64 z))
accuracy	0.00390625	(*.f64 #s(approx (- 1 y) #s(literal 1 binary64)) z)
accuracy	23.1562387066741	#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 #s(approx (- 1 y) #s(literal 1 binary64)) z))
accuracy	32.00200251644865	#s(approx (- 1 y) #s(literal 1 binary64))
accuracy	0.0	(-.f64 x z)
accuracy	0.0	(+.f64 (*.f64 (-.f64 x z) y) z)
accuracy	0.0	#s(approx (+ (* x y) (* z (- 1 y))) (+.f64 (*.f64 (-.f64 x z) y) z))
accuracy	0.0078125	(*.f64 (-.f64 x z) y)

Samples

47.0ms

256×

valid

Compiler

Compiled 112 to 18 computations (83.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 29.0ms

ival-mult: 20.0ms (69.1% of total)

ival-add: 3.0ms (10.4% of total)

ival-sub: 2.0ms (6.9% of total)

ival-neg: 2.0ms (6.9% of total)

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

adjust: 0.0ms (0% of total)

exact: 0.0ms (0% of total)

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

series8.0ms (0.2%)

Memory

21.5MiB live, 21.5MiB allocated; 0ms collecting garbage

Counts

17 → 47

Calls

Call 1

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

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

Calls

9 calls:

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

simplify126.0ms (3.1%)

Memory

-5.1MiB live, 183.6MiB allocated; 36ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	113	298
1	418	239
2	1345	239
3	3790	239
4	6206	239
0	8256	222

Stop Event

1×	iter limit
1×	node limit

Counts

47 → 45

Calls

Call 1

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

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

rewrite325.0ms (8%)

Memory

-19.2MiB live, 275.6MiB allocated; 66ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	26	145
0	37	145
1	130	145
2	844	145
0	8564	139

Stop Event

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

Counts

17 → 190

Calls

Call 1

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

Outputs
(/.f64 (-.f64 (.f64 (/.f64 (pow.f64 (.f64 y (-.f64 x z)) #s(literal 2 binary64)) (-.f64 (.f64 y (-.f64 x z)) z)) (/.f64 (pow.f64 (.f64 y (-.f64 x z)) #s(literal 2 binary64)) (-.f64 (.f64 y (-.f64 x z)) z))) (.f64 (/.f64 (.f64 z z) (-.f64 (.f64 y (-.f64 x z)) z)) (/.f64 (.f64 z z) (-.f64 (.f64 y (-.f64 x z)) z)))) (+.f64 (/.f64 (pow.f64 (.f64 y (-.f64 x z)) #s(literal 2 binary64)) (-.f64 (.f64 y (-.f64 x z)) z)) (/.f64 (.f64 z z) (-.f64 (.f64 y (-.f64 x z)) z))))
(/.f64 (-.f64 (.f64 (/.f64 (pow.f64 (.f64 y (-.f64 x z)) #s(literal 3 binary64)) (fma.f64 z (-.f64 z (.f64 y (-.f64 x z))) (pow.f64 (.f64 y (-.f64 x z)) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y (-.f64 x z)) #s(literal 3 binary64)) (fma.f64 z (-.f64 z (.f64 y (-.f64 x z))) (pow.f64 (.f64 y (-.f64 x z)) #s(literal 2 binary64))))) (.f64 (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 z (-.f64 z (.f64 y (-.f64 x z))) (pow.f64 (.f64 y (-.f64 x z)) #s(literal 2 binary64)))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 z (-.f64 z (.f64 y (-.f64 x z))) (pow.f64 (.f64 y (-.f64 x z)) #s(literal 2 binary64)))))) (-.f64 (/.f64 (pow.f64 (.f64 y (-.f64 x z)) #s(literal 3 binary64)) (fma.f64 z (-.f64 z (.f64 y (-.f64 x z))) (pow.f64 (.f64 y (-.f64 x z)) #s(literal 2 binary64)))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 z (-.f64 z (.f64 y (-.f64 x z))) (pow.f64 (*.f64 y (-.f64 x z)) #s(literal 2 binary64))))))
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(/.f64 (fma.f64 (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 3 binary64)) (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64))) (.f64 (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64))) (pow.f64 (.f64 y x) #s(literal 3 binary64)))) (.f64 (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64))) (fma.f64 y x (*.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z) (*.f64 y x)))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (.f64 (neg.f64 y) x))))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (*.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 y x) #s(literal 2 binary64))) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (*.f64 (neg.f64 y) x)))
(/.f64 (+.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (.f64 (neg.f64 y) x)))))
(/.f64 (+.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 3 binary64))) (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (*.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64))))
(neg.f64 (/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 y x) #s(literal 2 binary64)))) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (*.f64 (neg.f64 y) x))))
(neg.f64 (/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 3 binary64)))) (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (*.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)))))
(neg.f64 (/.f64 (-.f64 (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 y x) #s(literal 2 binary64))) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z) (*.f64 y x))))
(neg.f64 (/.f64 (+.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 3 binary64))) (neg.f64 (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (*.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64))))))
(fma.f64 (.f64 x #s(literal 1 binary64)) y (.f64 (neg.f64 (neg.f64 #s(approx (- 1 y) (neg.f64 y)))) z))
(fma.f64 (.f64 x #s(literal 1 binary64)) y (.f64 #s(approx (- 1 y) (neg.f64 y)) z))
(fma.f64 (.f64 y x) #s(literal 1 binary64) (.f64 (neg.f64 (neg.f64 #s(approx (- 1 y) (neg.f64 y)))) z))
(fma.f64 (.f64 y x) #s(literal 1 binary64) (.f64 #s(approx (- 1 y) (neg.f64 y)) z))
(fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (*.f64 (neg.f64 (neg.f64 x)) y))
(fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (*.f64 (neg.f64 x) (neg.f64 y)))
(fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (*.f64 y x))
(fma.f64 #s(literal 1 binary64) (.f64 y x) (.f64 (neg.f64 (neg.f64 #s(approx (- 1 y) (neg.f64 y)))) z))
(fma.f64 #s(literal 1 binary64) (.f64 y x) (.f64 #s(approx (- 1 y) (neg.f64 y)) z))
(fma.f64 y (.f64 #s(literal 1 binary64) x) (.f64 (neg.f64 (neg.f64 #s(approx (- 1 y) (neg.f64 y)))) z))
(fma.f64 y (.f64 #s(literal 1 binary64) x) (.f64 #s(approx (- 1 y) (neg.f64 y)) z))
(fma.f64 y x (*.f64 (neg.f64 (neg.f64 #s(approx (- 1 y) (neg.f64 y)))) z))
(fma.f64 y x (*.f64 #s(approx (- 1 y) (neg.f64 y)) z))
(fma.f64 z #s(approx (- 1 y) (neg.f64 y)) (*.f64 (neg.f64 (neg.f64 x)) y))
(fma.f64 z #s(approx (- 1 y) (neg.f64 y)) (*.f64 (neg.f64 x) (neg.f64 y)))
(fma.f64 z #s(approx (- 1 y) (neg.f64 y)) (*.f64 y x))
(fma.f64 x y (*.f64 (neg.f64 (neg.f64 #s(approx (- 1 y) (neg.f64 y)))) z))
(fma.f64 x y (*.f64 #s(approx (- 1 y) (neg.f64 y)) z))
(-.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z)))) (/.f64 (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z)))))
(-.f64 (/.f64 (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 3 binary64)) (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 (neg.f64 y) x) #s(literal 3 binary64)) (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)))))
(-.f64 (/.f64 (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (.f64 (neg.f64 y) x))) (/.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (.f64 (neg.f64 y) x))))
(-.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) (.f64 (neg.f64 y) x))
(-.f64 (.f64 y x) (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z)))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (+.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (.f64 (neg.f64 y) x))))) (/.f64 (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 3 binary64)) (+.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (.f64 (neg.f64 y) x))))))
(+.f64 (/.f64 (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 3 binary64)) (+.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (.f64 (neg.f64 y) x))))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (+.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64)) (.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (.f64 (neg.f64 y) x))))))
(+.f64 (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 3 binary64)) (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 3 binary64)) (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 y x) #s(literal 3 binary64)) (fma.f64 (.f64 y x) (fma.f64 y x (.f64 #s(approx (- 1 y) (neg.f64 y)) (neg.f64 z))) (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (.f64 (neg.f64 y) x))) (/.f64 (neg.f64 (pow.f64 (.f64 y x) #s(literal 2 binary64))) (fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (.f64 (neg.f64 y) x))))
(+.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) (.f64 (neg.f64 (neg.f64 x)) y))
(+.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) (.f64 (neg.f64 x) (neg.f64 y)))
(+.f64 (.f64 #s(approx (- 1 y) (neg.f64 y)) z) (.f64 y x))
(+.f64 (.f64 y x) (.f64 (neg.f64 (neg.f64 #s(approx (- 1 y) (neg.f64 y)))) z))
(+.f64 (.f64 y x) (.f64 #s(approx (- 1 y) (neg.f64 y)) z))
#s(approx (- 1 y) (neg.f64 y))
(*.f64 #s(literal -1 binary64) y)
(*.f64 (neg.f64 y) #s(literal 1 binary64))
(*.f64 #s(literal 1 binary64) (neg.f64 y))
(*.f64 y #s(literal -1 binary64))
(neg.f64 y)
(.f64 (.f64 x #s(literal 1 binary64)) y)
(.f64 (.f64 y x) #s(literal 1 binary64))
(.f64 #s(literal 1 binary64) (.f64 y x))
(.f64 y (.f64 #s(literal 1 binary64) x))
(*.f64 y x)
(*.f64 x y)
(neg.f64 (*.f64 (neg.f64 y) x))

eval24.0ms (0.6%)

Memory: 19.6MiB live, 65.5MiB allocated; 3ms collecting garbage
Compiler: Compiled 8 159 to 705 computations (91.4% saved)

prune8.0ms (0.2%)

Memory

-24.2MiB live, 22.0MiB allocated; 2ms collecting garbage

Pruning

7 alts after pruning (0 fresh and 7 done)

	Pruned	Kept	Total
New	205	0	205
Fresh	0	0	0
Picked	0	5	5
Done	0	2	2
Total	205	7	212

Accuracy

100.0%

Counts

212 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	65.4%	(fma.f64 #s(approx (- 1 y) (neg.f64 y)) z (*.f64 y x))
✓	100.0%	#s(approx (+ (* x y) (* z (- 1 y))) (fma.f64 (-.f64 x z) y z))
✓	63.8%	#s(approx (+ (* x y) (* z (- 1 y))) (fma.f64 #s(approx (- x z) (neg.f64 z)) y z))
✓	100.0%	#s(approx (+ (* x y) (* z (- 1 y))) (+.f64 (*.f64 (-.f64 x z) y) z))
✓	66.5%	#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 (-.f64 x z) y))
✓	30.7%	#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 #s(approx (- x z) (neg.f64 z)) y))
✓	35.9%	#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 #s(approx (- 1 y) #s(literal 1 binary64)) z))

Compiler

Compiled 258 to 118 computations (54.3% saved)

regimes17.0ms (0.4%)

Memory

-11.7MiB live, 42.2MiB allocated; 6ms collecting garbage

Counts

10 → 1

Calls

Call 1

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

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

Calls

4 calls:

6.0ms	(+.f64 (.f64 x y) (.f64 z (-.f64 #s(literal 1 binary64) y)))
3.0ms	z
3.0ms	y
3.0ms	x

Results

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

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes10.0ms (0.3%)

Memory

39.2MiB live, 39.2MiB allocated; 0ms collecting garbage

Counts

6 → 1

Calls

Call 1

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

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

Calls

4 calls:

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

Results

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

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes17.0ms (0.4%)

Memory

-10.8MiB live, 33.3MiB allocated; 3ms collecting garbage

Counts

5 → 3

Calls

Call 1

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

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

Calls

4 calls:

10.0ms	z
2.0ms	y
2.0ms	(+.f64 (.f64 x y) (.f64 z (-.f64 #s(literal 1 binary64) y)))
2.0ms	x

Results

Accuracy	Segments	Branch
74.1%	3	`(+.f64 (.f64 x y) (.f64 z (-.f64 #s(literal 1 binary64) y)))`
82.8%	3	`x`
86.6%	3	`y`
83.6%	3	`z`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes2.0ms (0.1%)

Memory

10.3MiB live, 10.3MiB allocated; 0ms collecting garbage

Counts

4 → 3

Calls

Call 1

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

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

Calls

1 calls:

2.0ms

Results

Accuracy	Segments	Branch
86.6%	3	`y`

Compiler

Compiled 1 to 3 computations (-200% saved)

regimes10.0ms (0.2%)

Memory

-13.7MiB live, 30.6MiB allocated; 4ms collecting garbage

Counts

3 → 1

Calls

Call 1

Inputs

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

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

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

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

Calls

4 calls:

4.0ms	y
2.0ms	x
2.0ms	z
2.0ms	(+.f64 (.f64 x y) (.f64 z (-.f64 #s(literal 1 binary64) y)))

Results

Accuracy	Segments	Branch
63.8%	1	`(+.f64 (.f64 x y) (.f64 z (-.f64 #s(literal 1 binary64) y)))`
63.8%	1	`x`
63.8%	1	`z`
63.8%	1	`y`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes6.0ms (0.1%)

Memory

22.6MiB live, 22.6MiB allocated; 0ms collecting garbage

Counts

2 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
39.4%	3	`x`
51.0%	3	`(+.f64 (.f64 x y) (.f64 z (-.f64 #s(literal 1 binary64) y)))`
39.2%	2	`z`
63.1%	3	`y`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

regimes38.0ms (0.9%)

Memory

-29.6MiB live, 17.6MiB allocated; 1ms collecting garbage

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

4 calls:

34.0ms	y
1.0ms	(+.f64 (.f64 x y) (.f64 z (-.f64 #s(literal 1 binary64) y)))
1.0ms	z
1.0ms	x

Results

Accuracy	Segments	Branch
35.9%	1	`x`
35.9%	1	`z`
35.9%	1	`(+.f64 (.f64 x y) (.f64 z (-.f64 #s(literal 1 binary64) y)))`
35.9%	1	`y`

Compiler

Compiled 12 to 17 computations (-41.7% saved)

bsearch34.0ms (0.8%)

Memory

-0.7MiB live, 56.4MiB allocated; 3ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
19.0ms	1.165264747657695e-35	3.863560471872433e-30
12.0ms	-179139884906.26917	-37830.38794658151

Samples

20.0ms

288×

valid

Compiler

Compiled 624 to 482 computations (22.8% saved)

Precisions

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

ival-mult: 4.0ms (53.8% of total)

ival-sub: 1.0ms (13.4% of total)

ival-add: 1.0ms (13.4% of total)

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

adjust: 0.0ms (0% of total)

exact: 0.0ms (0% of total)

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

bsearch2.0ms (0.1%)

Memory

4.9MiB live, 4.9MiB allocated; 0ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	1.165264747657695e-35	3.863560471872433e-30
1.0ms	-179139884906.26917	-37830.38794658151

Compiler

Compiled 552 to 464 computations (15.9% saved)

bsearch34.0ms (0.8%)

Memory

18.8MiB live, 64.0MiB allocated; 5ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
14.0ms	3.3746841399242046e-14	0.012116679852159185
17.0ms	-37830.38794658151	-1.5805005536790855e-7

Samples

18.0ms

320×

valid

Compiler

Compiled 712 to 554 computations (22.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 10.0ms

ival-mult: 6.0ms (60.9% of total)

ival-sub: 1.0ms (10.2% of total)

ival-add: 1.0ms (10.2% of total)

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

adjust: 0.0ms (0% of total)

exact: 0.0ms (0% of total)

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

simplify51.0ms (1.3%)

Memory

-22.6MiB live, 23.5MiB allocated; 4ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	42	191
1	62	191
2	79	191
3	100	191
4	121	191
5	125	191
6	128	191

Stop Event

1×

saturated

Calls

Call 1

Inputs
#s(approx (+ (* x y) (* z (- 1 y))) (+.f64 (*.f64 (-.f64 x z) y) z))
#s(approx (+ (* x y) (* z (- 1 y))) (fma.f64 (-.f64 x z) y z))
(if (<=.f64 y #s(literal -53000 binary64)) #s(approx (+ (* x y) (* z (- 1 y))) (.f64 (-.f64 x z) y)) (if (<=.f64 y #s(literal 890602560248519/5708990770823839524233143877797980545530986496 binary64)) #s(approx (+ ( x y) (* z (- 1 y))) (fma.f64 #s(approx (- x z) (neg.f64 z)) y z)) #s(approx (+ (* x y) (* z (- 1 y))) (*.f64 (-.f64 x z) y))))
(if (<=.f64 y #s(literal -53000 binary64)) #s(approx (+ (* x y) (* z (- 1 y))) (.f64 (-.f64 x z) y)) (if (<=.f64 y #s(literal 890602560248519/5708990770823839524233143877797980545530986496 binary64)) #s(approx (+ ( x y) (* z (- 1 y))) (.f64 (-.f64 #s(literal 1 binary64) y) z)) #s(approx (+ ( x y) (* z (- 1 y))) (*.f64 (-.f64 x z) y))))
#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 (-.f64 #s(literal 1 binary64) y) z))
(if (<=.f64 y #s(literal -1 binary64)) #s(approx (+ (* x y) (* z (- 1 y))) (.f64 #s(approx (- x z) (neg.f64 z)) y)) (if (<=.f64 y #s(literal 3458764513820541/288230376151711744 binary64)) #s(approx (+ ( x y) (* z (- 1 y))) (.f64 #s(approx (- 1 y) #s(literal 1 binary64)) z)) #s(approx (+ ( x y) (* z (- 1 y))) (*.f64 #s(approx (- x z) (neg.f64 z)) y))))
#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 #s(approx (- 1 y) #s(literal 1 binary64)) z))

Outputs
#s(approx (+ (* x y) (* z (- 1 y))) (+.f64 (*.f64 (-.f64 x z) y) z))
#s(approx (+ (* x y) (* z (- 1 y))) (fma.f64 (-.f64 x z) y z))
(if (<=.f64 y #s(literal -53000 binary64)) #s(approx (+ (* x y) (* z (- 1 y))) (.f64 (-.f64 x z) y)) (if (<=.f64 y #s(literal 890602560248519/5708990770823839524233143877797980545530986496 binary64)) #s(approx (+ ( x y) (* z (- 1 y))) (fma.f64 #s(approx (- x z) (neg.f64 z)) y z)) #s(approx (+ (* x y) (* z (- 1 y))) (*.f64 (-.f64 x z) y))))
(if (or (<=.f64 y #s(literal -53000 binary64)) (not (<=.f64 y #s(literal 890602560248519/5708990770823839524233143877797980545530986496 binary64)))) #s(approx (+ (* x y) (* z (- 1 y))) (.f64 (-.f64 x z) y)) #s(approx (+ ( x y) (* z (- 1 y))) (fma.f64 #s(approx (- x z) (neg.f64 z)) y z)))
(if (<=.f64 y #s(literal -53000 binary64)) #s(approx (+ (* x y) (* z (- 1 y))) (.f64 (-.f64 x z) y)) (if (<=.f64 y #s(literal 890602560248519/5708990770823839524233143877797980545530986496 binary64)) #s(approx (+ ( x y) (* z (- 1 y))) (.f64 (-.f64 #s(literal 1 binary64) y) z)) #s(approx (+ ( x y) (* z (- 1 y))) (*.f64 (-.f64 x z) y))))
(if (or (<=.f64 y #s(literal -53000 binary64)) (not (<=.f64 y #s(literal 890602560248519/5708990770823839524233143877797980545530986496 binary64)))) #s(approx (+ (* x y) (* z (- 1 y))) (.f64 (-.f64 x z) y)) #s(approx (+ ( x y) (* z (- 1 y))) (*.f64 (-.f64 #s(literal 1 binary64) y) z)))
#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 (-.f64 #s(literal 1 binary64) y) z))
(if (<=.f64 y #s(literal -1 binary64)) #s(approx (+ (* x y) (* z (- 1 y))) (.f64 #s(approx (- x z) (neg.f64 z)) y)) (if (<=.f64 y #s(literal 3458764513820541/288230376151711744 binary64)) #s(approx (+ ( x y) (* z (- 1 y))) (.f64 #s(approx (- 1 y) #s(literal 1 binary64)) z)) #s(approx (+ ( x y) (* z (- 1 y))) (*.f64 #s(approx (- x z) (neg.f64 z)) y))))
(if (or (<=.f64 y #s(literal -1 binary64)) (not (<=.f64 y #s(literal 3458764513820541/288230376151711744 binary64)))) #s(approx (+ (* x y) (* z (- 1 y))) (.f64 #s(approx (- x z) (neg.f64 z)) y)) #s(approx (+ ( x y) (* z (- 1 y))) (*.f64 #s(approx (- 1 y) #s(literal 1 binary64)) z)))
#s(approx (+ (* x y) (* z (- 1 y))) (*.f64 #s(approx (- 1 y) #s(literal 1 binary64)) z))

derivations710.0ms (17.5%)

Memory

-0.6MiB live, 415.3MiB allocated; 71ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	18	79
0	25	76
1	106	76
2	667	76
3	7887	76
0	8097	76
0	113	298
1	418	239
2	1345	239
3	3771	239
4	6193	239
0	8316	222
0	57	134
1	208	115
2	637	115
3	1973	115
4	4269	114
0	8293	106

Stop Event

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

Compiler

Compiled 191 to 44 computations (77% saved)

preprocess59.0ms (1.4%)

Memory: 31.7MiB live, 132.4MiB allocated; 11ms collecting garbage
Compiler: Compiled 414 to 116 computations (72% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

Iter	Nodes	Cost
0	32	88
1	77	84
2	160	83
3	269	83
4	331	83
5	340	83
0	8	9
0	12	9
1	20	9
2	34	9
3	54	9
4	75	9
5	79	9
6	82	9
0	82	8

Iter	Nodes	Cost
0	26	165
0	37	165
1	55	165
2	88	165
3	137	165
4	202	165
5	221	165
6	233	165
7	238	165
0	238	159

Iter	Nodes	Cost
0	32	88
1	77	84
2	160	83
3	269	83
4	331	83
5	340	83
0	8	9
0	12	9
1	20	9
2	34	9
3	54	9
4	75	9
5	79	9
6	82	9
0	82	8

Iter	Nodes	Cost
0	26	165
0	37	165
1	55	165
2	88	165
3	137	165
4	202	165
5	221	165
6	233	165
7	238	165
0	238	159

start0.0ms (0%)

analyze0.0ms (0%)

sample1.1s (26.6%)

explain184.0ms (4.6%)

preprocess61.0ms (1.5%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify5.0ms (0.1%)

localize35.0ms (0.9%)

series7.0ms (0.2%)

simplify214.0ms (5.3%)

rewrite213.0ms (5.3%)

eval98.0ms (2.4%)

prune7.0ms (0.2%)

simplify7.0ms (0.2%)

localize40.0ms (1%)

series15.0ms (0.4%)

simplify145.0ms (3.6%)

rewrite326.0ms (8.1%)

eval47.0ms (1.1%)

prune13.0ms (0.3%)

simplify9.0ms (0.2%)

localize62.0ms (1.5%)

series8.0ms (0.2%)

simplify126.0ms (3.1%)

rewrite325.0ms (8%)

eval24.0ms (0.6%)

prune8.0ms (0.2%)

regimes17.0ms (0.4%)

regimes10.0ms (0.3%)

regimes17.0ms (0.4%)

regimes2.0ms (0.1%)

regimes10.0ms (0.2%)

regimes6.0ms (0.1%)

regimes38.0ms (0.9%)

bsearch34.0ms (0.8%)

bsearch2.0ms (0.1%)

bsearch34.0ms (0.8%)

simplify51.0ms (1.3%)

derivations710.0ms (17.5%)

preprocess59.0ms (1.4%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	32	88
1	77	84
2	160	83
3	269	83
4	331	83
5	340	83
0	8	9
0	12	9
1	20	9
2	34	9
3	54	9
4	75	9
5	79	9
6	82	9
0	82	8

Iter	Nodes	Cost
0	26	165
0	37	165
1	55	165
2	88	165
3	137	165
4	202	165
5	221	165
6	233	165
7	238	165
0	238	159