Metrics for Diagrams.ThreeD.Shapes:frustum from diagrams-lib-1.3.0.3, B

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Algorithm

1×

Search

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

Compiler

Compiled 9 to 8 computations (11.1% saved)

sample776.0ms (17.4%)

Memory

-120.1MiB live, 1 034.7MiB allocated

Samples

555.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 339.0ms

ival-sub: 227.0ms (67% of total)

ival-mult: 57.0ms (16.8% of total)

ival-add: 45.0ms (13.3% of total)

ival-true: 7.0ms (2.1% of total)

ival-assert: 3.0ms (0.9% of total)

Bogosity

explain98.0ms (2.2%)

Memory

6.3MiB live, 139.4MiB allocated

FPErrors

Click to see full error table

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

Confusion

	Predicted +	Predicted -
+	0	0
-	0	256

Precision

0/0

Recall

0/0

Confusion?

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

Precision?

0/0

Recall?

0/0

Freqs

test

number	freq
0	256

Total Confusion?

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

Precision?

0/0

Recall?

0/0

Samples

25.0ms

512×

valid

Compiler

Compiled 83 to 34 computations (59% saved)

Precisions

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

ival-mult: 4.0ms (40.2% of total)

ival-sub: 3.0ms (30.2% of total)

ival-add: 2.0ms (20.1% of total)

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

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

preprocess81.0ms (1.8%)

Memory

-14.4MiB live, 63.3MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	27	72
1	68	63
2	207	63
3	671	63
4	1268	63
5	2143	63
6	2436	63
7	2470	63
8	2470	63
0	6	7
0	9	7
1	13	7
2	24	7
3	48	7
4	84	7
5	130	7
6	220	7
7	370	7
8	584	7
9	669	7
10	691	7
0	691	6

Stop Event

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

Calls

Call 1

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

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

Compiler

Compiled 7 to 6 computations (14.3% saved)

eval0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Alt Table

Click to see full alt table

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

Compiler

Compiled 7 to 6 computations (14.3% saved)

simplify19.0ms (0.4%)

Memory

8.6MiB live, 8.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 3 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	6	18
0	9	18
1	13	18
2	24	18
3	48	18
4	84	18
5	130	18
6	220	18
7	370	18
8	584	18
9	669	18
10	691	18
0	691	17

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize58.0ms (1.3%)

Memory

-26.0MiB live, 14.8MiB allocated

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0	(-.f64 y x)
accuracy	0.0078125	(+.f64 x (*.f64 (-.f64 y x) z))
accuracy	0.01171875	(*.f64 (-.f64 y x) z)

Samples

12.0ms

256×

valid

Compiler

Compiled 38 to 14 computations (63.2% saved)

Precisions

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

ival-sub: 2.0ms (42.7% of total)

ival-mult: 2.0ms (42.7% of total)

ival-add: 1.0ms (21.3% of total)

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

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

series5.0ms (0.1%)

Memory

4.1MiB live, 4.1MiB allocated

Counts

3 → 29

Calls

Call 1

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

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

Calls

9 calls:

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

simplify220.0ms (4.9%)

Memory

25.6MiB live, 63.4MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	73	185
1	243	137
2	730	137
3	2076	137
4	4192	137
5	5967	137
6	7106	137
0	8056	128

Stop Event

1×	iter limit
1×	node limit

Counts

29 → 27

Calls

Call 1

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

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

rewrite284.0ms (6.4%)

Memory

2.0MiB live, 116.3MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	6	15
0	9	15
1	36	15
2	286	15
3	3823	15
0	10866	14

Stop Event

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

Counts

3 → 258

Calls

Call 1

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

Outputs
(.f64 (pow.f64 (/.f64 (-.f64 x (.f64 z (-.f64 y x))) (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 4 binary64)))) #s(literal -1 binary64)) (pow.f64 (fma.f64 x x (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64))) #s(literal -1 binary64)))
(.f64 (pow.f64 (/.f64 (-.f64 x (.f64 z (-.f64 y x))) (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 6 binary64)))) #s(literal -1 binary64)) (pow.f64 (fma.f64 (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64)) (fma.f64 x x (pow.f64 (*.f64 z (-.f64 y x)) #s(literal 2 binary64))) (pow.f64 x #s(literal 4 binary64))) #s(literal -1 binary64)))
(.f64 (pow.f64 (/.f64 (fma.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x)) (.f64 x x)) (-.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 6 binary64)))) #s(literal -1 binary64)) (pow.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (*.f64 z (-.f64 y x)) #s(literal 3 binary64))) #s(literal -1 binary64)))
(.f64 (pow.f64 (/.f64 (fma.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x)) (.f64 x x)) (+.f64 (pow.f64 (.f64 z (-.f64 y x)) #s(literal 9 binary64)) (pow.f64 x #s(literal 9 binary64)))) #s(literal -1 binary64)) (pow.f64 (-.f64 (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 6 binary64))) (pow.f64 (.f64 (*.f64 z (-.f64 y x)) x) #s(literal 3 binary64))) #s(literal -1 binary64)))
(.f64 (/.f64 (+.f64 (pow.f64 (.f64 z (-.f64 y x)) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x))) #s(literal 2 binary64)))) (-.f64 (.f64 x x) (.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (*.f64 z (-.f64 y x)))))
(.f64 (/.f64 (+.f64 (pow.f64 (.f64 z (-.f64 y x)) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x))) #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))) (fma.f64 (.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x))) (-.f64 (.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x))) (*.f64 x x)) (pow.f64 x #s(literal 4 binary64))))
(.f64 (/.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64))) (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 3 binary64)))) (fma.f64 (.f64 z (-.f64 y x)) (fma.f64 z (-.f64 y x) x) (.f64 x x)))
(.f64 (/.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64))) (-.f64 (.f64 x x) (pow.f64 (*.f64 z (-.f64 y x)) #s(literal 2 binary64)))) (fma.f64 z (-.f64 y x) x))
(.f64 (-.f64 (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64)) (*.f64 x x)) (pow.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) #s(literal -1 binary64)))
(.f64 (pow.f64 (-.f64 x (.f64 z (-.f64 y x))) #s(literal -1 binary64)) (pow.f64 (pow.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64))) #s(literal -1 binary64)) #s(literal -1 binary64)))
(.f64 (pow.f64 (-.f64 x (.f64 z (-.f64 y x))) #s(literal -1 binary64)) (-.f64 (.f64 x x) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64))))
(.f64 (pow.f64 (fma.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x)) (.f64 x x)) #s(literal -1 binary64)) (pow.f64 (pow.f64 (+.f64 (pow.f64 (.f64 z (-.f64 y x)) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) #s(literal -1 binary64)) #s(literal -1 binary64)))
(.f64 (pow.f64 (fma.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x)) (.f64 x x)) #s(literal -1 binary64)) (+.f64 (pow.f64 (.f64 z (-.f64 y x)) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))
(*.f64 #s(literal 1 binary64) (fma.f64 z (-.f64 y x) x))
(.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 3 binary64))) (pow.f64 (neg.f64 (fma.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x)) (.f64 x x))) #s(literal -1 binary64)))
(.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64)))) (pow.f64 (neg.f64 (-.f64 x (.f64 z (-.f64 y x)))) #s(literal -1 binary64)))
(.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64))) (pow.f64 (-.f64 x (.f64 z (-.f64 y x))) #s(literal -1 binary64)))
(.f64 (fma.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x)) (.f64 x x)) (/.f64 (fma.f64 z (-.f64 y x) x) (fma.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x)) (*.f64 x x))))
(.f64 (fma.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x)) (.f64 x x)) (.f64 (fma.f64 z (-.f64 y x) x) (pow.f64 (fma.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x)) (.f64 x x)) #s(literal -1 binary64))))
(.f64 (+.f64 (pow.f64 (.f64 z (-.f64 y x)) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (pow.f64 (fma.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 z (-.f64 y x)) (.f64 x x)) #s(literal -1 binary64)))
(.f64 (fma.f64 z (-.f64 y x) x) (/.f64 (-.f64 x (.f64 z (-.f64 y x))) (-.f64 x (*.f64 z (-.f64 y x)))))
(.f64 (fma.f64 z (-.f64 y x) x) (.f64 (-.f64 x (.f64 z (-.f64 y x))) (pow.f64 (-.f64 x (.f64 z (-.f64 y x))) #s(literal -1 binary64))))
(pow.f64 (/.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (-.f64 (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64)) (.f64 x x))) #s(literal -1 binary64))
(pow.f64 (/.f64 (pow.f64 (fma.f64 z (-.f64 y x) x) #s(literal -1 binary64)) #s(literal 1 binary64)) #s(literal -1 binary64))
(pow.f64 (pow.f64 (fma.f64 z (-.f64 y x) x) #s(literal -1 binary64)) #s(literal -1 binary64))
(/.f64 (-.f64 (.f64 (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64)) (fma.f64 z (-.f64 y x) (neg.f64 x))) (.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) (.f64 x x))) (pow.f64 (fma.f64 z (-.f64 y x) (neg.f64 x)) #s(literal 2 binary64)))
(/.f64 (-.f64 (.f64 (.f64 (neg.f64 x) x) (neg.f64 (-.f64 x (.f64 z (-.f64 y x))))) (.f64 (neg.f64 (-.f64 x (.f64 z (-.f64 y x)))) (neg.f64 (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64))))) (.f64 (neg.f64 (-.f64 x (.f64 z (-.f64 y x)))) (neg.f64 (-.f64 x (*.f64 z (-.f64 y x))))))
(/.f64 (-.f64 (.f64 (.f64 (neg.f64 x) x) (/.f64 (-.f64 x (.f64 z (-.f64 y x))) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64)))) (.f64 (neg.f64 (-.f64 x (.f64 z (-.f64 y x)))) #s(literal 1 binary64))) (.f64 (neg.f64 (-.f64 x (.f64 z (-.f64 y x)))) (/.f64 (-.f64 x (.f64 z (-.f64 y x))) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64)))))
(/.f64 (-.f64 (.f64 (.f64 (neg.f64 x) x) (-.f64 x (.f64 z (-.f64 y x)))) (.f64 (neg.f64 (-.f64 x (.f64 z (-.f64 y x)))) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64)))) (.f64 (neg.f64 (-.f64 x (.f64 z (-.f64 y x)))) (-.f64 x (*.f64 z (-.f64 y x)))))
(/.f64 (-.f64 (.f64 #s(literal 1 binary64) (neg.f64 (-.f64 x (.f64 z (-.f64 y x))))) (.f64 (/.f64 (-.f64 x (.f64 z (-.f64 y x))) (.f64 x x)) (neg.f64 (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64))))) (.f64 (/.f64 (-.f64 x (.f64 z (-.f64 y x))) (.f64 x x)) (neg.f64 (-.f64 x (.f64 z (-.f64 y x))))))
(/.f64 (-.f64 (.f64 #s(literal 1 binary64) (/.f64 (-.f64 x (.f64 z (-.f64 y x))) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64)))) (.f64 (/.f64 (-.f64 x (.f64 z (-.f64 y x))) (.f64 x x)) #s(literal 1 binary64))) (.f64 (/.f64 (-.f64 x (.f64 z (-.f64 y x))) (.f64 x x)) (/.f64 (-.f64 x (.f64 z (-.f64 y x))) (pow.f64 (*.f64 z (-.f64 y x)) #s(literal 2 binary64)))))
(/.f64 (-.f64 (.f64 #s(literal 1 binary64) (-.f64 x (.f64 z (-.f64 y x)))) (.f64 (/.f64 (-.f64 x (.f64 z (-.f64 y x))) (.f64 x x)) (pow.f64 (.f64 z (-.f64 y x)) #s(literal 2 binary64)))) (.f64 (/.f64 (-.f64 x (.f64 z (-.f64 y x))) (.f64 x x)) (-.f64 x (.f64 z (-.f64 y x)))))
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(/.f64 (.f64 (fma.f64 (neg.f64 x) x (.f64 y y)) #s(literal 1 binary64)) (+.f64 y x))
(/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) #s(literal 1 binary64)) (fma.f64 (+.f64 y x) x (.f64 y y)))
(/.f64 (-.f64 (.f64 (.f64 y y) (+.f64 y x)) (.f64 (+.f64 y x) (.f64 x x))) (pow.f64 (+.f64 y x) #s(literal 2 binary64)))
(/.f64 (-.f64 (.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (+.f64 y x) x (.f64 y y))) (.f64 (fma.f64 (+.f64 y x) x (.f64 y y)) (pow.f64 x #s(literal 3 binary64)))) (pow.f64 (fma.f64 (+.f64 y x) x (*.f64 y y)) #s(literal 2 binary64)))
(/.f64 (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 x #s(literal 4 binary64))) (.f64 (+.f64 y x) (fma.f64 y y (.f64 x x))))
(/.f64 #s(literal -1 binary64) (neg.f64 (pow.f64 (-.f64 y x) #s(literal -1 binary64))))
(/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (-.f64 y x) #s(literal -1 binary64)) #s(literal 1 binary64)))
(/.f64 #s(literal 1 binary64) (pow.f64 (-.f64 y x) #s(literal -1 binary64)))
(/.f64 (-.f64 (pow.f64 y #s(literal 9 binary64)) (pow.f64 x #s(literal 9 binary64))) (.f64 (fma.f64 (+.f64 y x) x (.f64 y y)) (+.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 (*.f64 y x) #s(literal 3 binary64)))))
(/.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) (.f64 (+.f64 y x) (fma.f64 (.f64 x x) (fma.f64 y y (*.f64 x x)) (pow.f64 y #s(literal 4 binary64)))))
(/.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) (.f64 (fma.f64 (+.f64 y x) x (.f64 y y)) (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))))
(/.f64 (neg.f64 (fma.f64 (neg.f64 x) x (*.f64 y y))) (neg.f64 (+.f64 y x)))
(/.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (fma.f64 (+.f64 y x) x (*.f64 y y))))
(/.f64 (fma.f64 (neg.f64 x) x (*.f64 y y)) (+.f64 y x))
(/.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 x x (-.f64 (.f64 y y) (.f64 (neg.f64 x) y))))
(/.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 (+.f64 y x) x (*.f64 y y)))
(neg.f64 (neg.f64 (-.f64 y x)))
(fma.f64 (/.f64 (.f64 y y) (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 x (-.f64 x y) (.f64 y y)) (neg.f64 (*.f64 x (/.f64 x (+.f64 y x)))))
(fma.f64 (/.f64 (.f64 y y) (fma.f64 (neg.f64 x) x (.f64 y y))) (-.f64 y x) (neg.f64 (*.f64 x (/.f64 x (+.f64 y x)))))
(fma.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 (.f64 (+.f64 y x) x) #s(literal 2 binary64)))) (-.f64 (.f64 y y) (.f64 (+.f64 y x) x)) (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (+.f64 y x) x (.f64 y y)))))
(fma.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (+.f64 (pow.f64 (.f64 (+.f64 y x) x) #s(literal 3 binary64)) (pow.f64 y #s(literal 6 binary64)))) (fma.f64 (.f64 (+.f64 y x) x) (-.f64 (.f64 (+.f64 y x) x) (.f64 y y)) (pow.f64 y #s(literal 4 binary64))) (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (+.f64 y x) x (*.f64 y y)))))
(fma.f64 (pow.f64 y #s(literal 3/2 binary64)) (/.f64 (pow.f64 y #s(literal 3/2 binary64)) (fma.f64 (+.f64 y x) x (.f64 y y))) (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (+.f64 y x) x (.f64 y y)))))
(fma.f64 #s(literal -1 binary64) x y)
(fma.f64 (.f64 y y) (/.f64 y (fma.f64 (+.f64 y x) x (.f64 y y))) (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (+.f64 y x) x (*.f64 y y)))))
(fma.f64 (.f64 y y) (pow.f64 (+.f64 y x) #s(literal -1 binary64)) (neg.f64 (.f64 x (/.f64 x (+.f64 y x)))))
(fma.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 (fma.f64 (+.f64 y x) x (.f64 y y)) #s(literal -1 binary64)) (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (+.f64 y x) x (.f64 y y)))))
(fma.f64 y (/.f64 y (+.f64 y x)) (neg.f64 (*.f64 x (/.f64 x (+.f64 y x)))))
(fma.f64 y (/.f64 (.f64 y y) (fma.f64 (+.f64 y x) x (.f64 y y))) (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (+.f64 y x) x (*.f64 y y)))))
(fma.f64 x #s(literal -1 binary64) y)
(-.f64 (+.f64 y #s(literal 0 binary64)) x)
(-.f64 #s(literal 0 binary64) (-.f64 x y))
(-.f64 (.f64 y (/.f64 y (+.f64 y x))) (.f64 x (/.f64 x (+.f64 y x))))
(-.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (+.f64 y x) x (.f64 y y))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (+.f64 y x) x (.f64 y y))))
(-.f64 y x)
(exp.f64 (*.f64 (log.f64 (pow.f64 (-.f64 y x) #s(literal -1 binary64))) #s(literal -1 binary64)))
(+.f64 (.f64 y (/.f64 y (+.f64 y x))) (neg.f64 (.f64 x (/.f64 x (+.f64 y x)))))
(+.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (+.f64 y x) x (.f64 y y))) (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (+.f64 y x) x (.f64 y y)))))
(+.f64 (neg.f64 x) y)
(+.f64 y (neg.f64 x))

eval37.0ms (0.8%)

Memory: -6.3MiB live, 31.5MiB allocated
Compiler: Compiled 6 918 to 970 computations (86% saved)

prune4.0ms (0.1%)

Memory

11.5MiB live, 11.5MiB allocated

Pruning

4 alts after pruning (4 fresh and 0 done)

	Pruned	Kept	Total
New	261	4	265
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	262	4	266

Accuracy

100.0%

Counts

266 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	100.0%	(fma.f64 (-.f64 y x) z x)
▶	99.2%	(fma.f64 z y (fma.f64 (neg.f64 x) z x))
▶	61.9%	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
▶	41.2%	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Compiler

Compiled 38 to 29 computations (23.7% saved)

simplify20.0ms (0.5%)

Memory

9.5MiB live, 9.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 10 expressions of interest:

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

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	17	70
0	27	70
1	45	66
2	73	66
3	117	66
4	197	66
5	321	66
6	483	66
7	605	66
8	624	66
0	624	66

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize62.0ms (1.4%)

Memory

-8.5MiB live, 30.5MiB allocated

Localize:

Found 10 expressions of interest:

New	Metric	Score
accuracy	0	(-.f64 y x)
accuracy	0.0078125	(fma.f64 (-.f64 y x) z x)
accuracy	0	(fma.f64 (neg.f64 x) z x)
accuracy	0	(neg.f64 x)
accuracy	0.49999449521112044	(fma.f64 z y (fma.f64 (neg.f64 x) z x))
accuracy	0	(-.f64 #s(literal 1 binary64) z)
accuracy	0.0078125	(*.f64 (-.f64 #s(literal 1 binary64) z) x)
accuracy	24.37998185466194	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
accuracy	0	(*.f64 z y)
accuracy	37.6173237142797	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Samples

52.0ms

256×

valid

Compiler

Compiled 136 to 34 computations (75% saved)

Precisions

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

ival-mult: 6.0ms (39.6% of total)

ival-add: 4.0ms (26.4% of total)

ival-sub: 3.0ms (19.8% of total)

ival-neg: 1.0ms (6.6% of total)

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

exact: 0.0ms (0% of total)

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

series10.0ms (0.2%)

Memory

9.1MiB live, 9.1MiB allocated

Counts

10 → 37

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
2.0ms	z	@	inf	((+ x (* (- y x) z)) (* z y) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ (* z y) (+ (* (neg x) z) x)) (+ (* (neg x) z) x) (neg x) (+ (* (- y x) z) x) (- y x))
1.0ms	x	@	inf	((+ x (* (- y x) z)) (* z y) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ (* z y) (+ (* (neg x) z) x)) (+ (* (neg x) z) x) (neg x) (+ (* (- y x) z) x) (- y x))
1.0ms	x	@	0	((+ x (* (- y x) z)) (* z y) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ (* z y) (+ (* (neg x) z) x)) (+ (* (neg x) z) x) (neg x) (+ (* (- y x) z) x) (- y x))
1.0ms	z	@	-inf	((+ x (* (- y x) z)) (* z y) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ (* z y) (+ (* (neg x) z) x)) (+ (* (neg x) z) x) (neg x) (+ (* (- y x) z) x) (- y x))
1.0ms	x	@	-inf	((+ x (* (- y x) z)) (* z y) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ (* z y) (+ (* (neg x) z) x)) (+ (* (neg x) z) x) (neg x) (+ (* (- y x) z) x) (- y x))

simplify146.0ms (3.3%)

Memory

-24.9MiB live, 54.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	90	194
1	295	170
2	805	170
3	2114	170
4	4737	170
5	7074	170
0	8211	158

Stop Event

1×	iter limit
1×	node limit

Counts

37 → 35

Calls

Call 1

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

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

rewrite214.0ms (4.8%)

Memory

13.3MiB live, 122.8MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	17	59
0	27	59
1	110	55
2	873	55
0	8366	55

Stop Event

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

Counts

10 → 509

Calls

Call 1

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

Outputs
#s(approx (+ x (* (- y x) z)) (*.f64 z y))
(*.f64 z y)
(*.f64 y z)
#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
(.f64 (.f64 (-.f64 #s(literal 1 binary64) (*.f64 z z)) x) (pow.f64 (+.f64 #s(literal 1 binary64) z) #s(literal -1 binary64)))
(.f64 (.f64 (-.f64 #s(literal 1 binary64) (pow.f64 z #s(literal 3 binary64))) x) (pow.f64 (+.f64 (fma.f64 z z z) #s(literal 1 binary64)) #s(literal -1 binary64)))
(.f64 (.f64 x (-.f64 #s(literal 1 binary64) (*.f64 z z))) (pow.f64 (+.f64 #s(literal 1 binary64) z) #s(literal -1 binary64)))
(.f64 (.f64 x (-.f64 #s(literal 1 binary64) (pow.f64 z #s(literal 3 binary64)))) (pow.f64 (+.f64 (fma.f64 z z z) #s(literal 1 binary64)) #s(literal -1 binary64)))
(.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 z x) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 x (.f64 z x))))
(.f64 (neg.f64 (-.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (*.f64 x x))) (/.f64 #s(literal 1 binary64) (neg.f64 (neg.f64 (fma.f64 z x x)))))
(.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 z x) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 x (+.f64 x (.f64 z x)) (pow.f64 (.f64 z x) #s(literal 2 binary64))))))
(.f64 (-.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (*.f64 x x)) (pow.f64 (neg.f64 (fma.f64 z x x)) #s(literal -1 binary64)))
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(fma.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 z x) #s(literal 3 binary64))) (pow.f64 (fma.f64 x (+.f64 x (.f64 z x)) (pow.f64 (.f64 z x) #s(literal 2 binary64))) #s(literal -1 binary64)) (.f64 z y))
(fma.f64 (.f64 x x) (pow.f64 (-.f64 x (.f64 (-.f64 y x) z)) #s(literal -1 binary64)) (neg.f64 (/.f64 (pow.f64 (.f64 (-.f64 y x) z) #s(literal 2 binary64)) (-.f64 x (.f64 (-.f64 y x) z)))))
(fma.f64 (pow.f64 (.f64 (-.f64 y x) z) #s(literal 2 binary64)) (pow.f64 (fma.f64 (-.f64 y x) z (neg.f64 x)) #s(literal -1 binary64)) (neg.f64 (/.f64 (.f64 x x) (fma.f64 (-.f64 y x) z (neg.f64 x)))))
(fma.f64 (-.f64 y x) z x)
(fma.f64 (neg.f64 x) z (+.f64 x (*.f64 z y)))
(fma.f64 (-.f64 #s(literal 1 binary64) z) x (*.f64 z y))
(fma.f64 #s(literal 1 binary64) (.f64 (-.f64 #s(literal 1 binary64) z) x) (.f64 z y))
(fma.f64 #s(literal 1 binary64) x (*.f64 (-.f64 y x) z))
(fma.f64 z (-.f64 y x) x)
(fma.f64 z (neg.f64 x) (+.f64 x (*.f64 z y)))
(fma.f64 z y (*.f64 (-.f64 #s(literal 1 binary64) z) x))
(fma.f64 y z (*.f64 (-.f64 #s(literal 1 binary64) z) x))
(fma.f64 x (neg.f64 z) (+.f64 x (*.f64 z y)))
(fma.f64 x (-.f64 #s(literal 1 binary64) z) (*.f64 z y))
(fma.f64 x #s(literal 1 binary64) (*.f64 (-.f64 y x) z))
(-.f64 (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) z) x) #s(literal 2 binary64)) (fma.f64 (-.f64 #s(literal 1 binary64) z) x (.f64 (neg.f64 z) y))) (/.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (fma.f64 (-.f64 #s(literal 1 binary64) z) x (.f64 (neg.f64 z) y))))
(-.f64 (fma.f64 z y x) (*.f64 z x))
(-.f64 (/.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (fma.f64 z y (fma.f64 z x (neg.f64 x)))) (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) z) x) #s(literal 2 binary64)) (fma.f64 z y (fma.f64 z x (neg.f64 x)))))
(-.f64 (/.f64 (.f64 x x) (-.f64 x (.f64 (-.f64 y x) z))) (/.f64 (pow.f64 (.f64 (-.f64 y x) z) #s(literal 2 binary64)) (-.f64 x (.f64 (-.f64 y x) z))))
(-.f64 (/.f64 (pow.f64 (.f64 (-.f64 y x) z) #s(literal 2 binary64)) (fma.f64 (-.f64 y x) z (neg.f64 x))) (/.f64 (.f64 x x) (fma.f64 (-.f64 y x) z (neg.f64 x))))
(+.f64 (fma.f64 z y x) (*.f64 (neg.f64 x) z))
(+.f64 (/.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (fma.f64 z y (fma.f64 z x (neg.f64 x)))) (neg.f64 (/.f64 (pow.f64 (.f64 (-.f64 #s(literal 1 binary64) z) x) #s(literal 2 binary64)) (fma.f64 z y (fma.f64 z x (neg.f64 x))))))
(+.f64 (/.f64 (.f64 x x) (-.f64 x (.f64 (-.f64 y x) z))) (neg.f64 (/.f64 (pow.f64 (.f64 (-.f64 y x) z) #s(literal 2 binary64)) (-.f64 x (.f64 (-.f64 y x) z)))))
(+.f64 (/.f64 (pow.f64 (.f64 (-.f64 y x) z) #s(literal 2 binary64)) (fma.f64 (-.f64 y x) z (neg.f64 x))) (neg.f64 (/.f64 (.f64 x x) (fma.f64 (-.f64 y x) z (neg.f64 x)))))
(+.f64 (.f64 (neg.f64 x) z) (+.f64 x (.f64 z y)))
(+.f64 (*.f64 (-.f64 y x) z) x)
(+.f64 (.f64 (-.f64 #s(literal 1 binary64) z) x) (.f64 z y))
(+.f64 (.f64 z y) (.f64 (-.f64 #s(literal 1 binary64) z) x))
(+.f64 x (*.f64 (-.f64 y x) z))
(.f64 (.f64 (neg.f64 (+.f64 y x)) (-.f64 y x)) (/.f64 #s(literal 1 binary64) (neg.f64 (+.f64 y x))))
(.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 y y (.f64 x (+.f64 y x))))))
(.f64 (.f64 (+.f64 y x) (-.f64 y x)) (pow.f64 (+.f64 y x) #s(literal -1 binary64)))
(.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 y y (-.f64 (.f64 x x) (*.f64 y (neg.f64 x))))))
(.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (pow.f64 (fma.f64 y y (.f64 x (+.f64 y x))) #s(literal -1 binary64)))
(*.f64 #s(literal 1 binary64) (-.f64 y x))
(pow.f64 (/.f64 #s(literal 1 binary64) (-.f64 y x)) #s(literal -1 binary64))
(/.f64 (-.f64 (.f64 (/.f64 (.f64 y y) (+.f64 y x)) (/.f64 (.f64 y y) (+.f64 y x))) (.f64 (/.f64 (.f64 x x) (+.f64 y x)) (/.f64 (.f64 x x) (+.f64 y x)))) (+.f64 (/.f64 (.f64 y y) (+.f64 y x)) (/.f64 (.f64 x x) (+.f64 y x))))
(/.f64 (-.f64 (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x))))) (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))))) (+.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x))))))
(/.f64 (-.f64 (.f64 x x) (.f64 y y)) (-.f64 (neg.f64 x) y))
(/.f64 (-.f64 (pow.f64 (/.f64 (.f64 y y) (+.f64 y x)) #s(literal 3 binary64)) (pow.f64 (/.f64 (.f64 x x) (+.f64 y x)) #s(literal 3 binary64))) (fma.f64 (/.f64 (.f64 y y) (+.f64 y x)) (/.f64 (.f64 y y) (+.f64 y x)) (fma.f64 (/.f64 (.f64 x x) (+.f64 y x)) (/.f64 (.f64 x x) (+.f64 y x)) (.f64 (/.f64 (.f64 y y) (+.f64 y x)) (/.f64 (*.f64 x x) (+.f64 y x))))))
(/.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) #s(literal 3 binary64))) (fma.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (fma.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (*.f64 x (+.f64 y x))))))))
(/.f64 (fma.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))) (fma.f64 x x (-.f64 (.f64 y y) (.f64 (neg.f64 x) y))))
(/.f64 (neg.f64 (*.f64 (neg.f64 (+.f64 y x)) (-.f64 y x))) (neg.f64 (neg.f64 (+.f64 y x))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 y y (*.f64 x (+.f64 y x))))))
(/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 x #s(literal 4 binary64))) #s(literal 1 binary64)) (.f64 (fma.f64 y y (*.f64 x x)) (+.f64 y x)))
(/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) #s(literal 1 binary64)) (.f64 (+.f64 (pow.f64 y #s(literal 4 binary64)) (+.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (*.f64 y x) #s(literal 2 binary64)))) (+.f64 y x)))
(/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) #s(literal 1 binary64)) (.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 y y (*.f64 x (+.f64 y x)))))
(/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 9 binary64)) (pow.f64 x #s(literal 9 binary64))) #s(literal 1 binary64)) (.f64 (+.f64 (pow.f64 y #s(literal 6 binary64)) (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 (.f64 y x) #s(literal 3 binary64)))) (fma.f64 y y (.f64 x (+.f64 y x)))))
(/.f64 (-.f64 (.f64 (.f64 y y) (+.f64 y x)) (.f64 (+.f64 y x) (.f64 x x))) (*.f64 (+.f64 y x) (+.f64 y x)))
(/.f64 (-.f64 (.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (.f64 (fma.f64 y y (.f64 x (+.f64 y x))) (pow.f64 x #s(literal 3 binary64)))) (.f64 (fma.f64 y y (.f64 x (+.f64 y x))) (fma.f64 y y (*.f64 x (+.f64 y x)))))
(/.f64 (*.f64 (neg.f64 (+.f64 y x)) (-.f64 y x)) (neg.f64 (+.f64 y x)))
(/.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y (-.f64 (.f64 x x) (.f64 y (neg.f64 x))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y (*.f64 x (+.f64 y x)))))
(/.f64 (*.f64 (+.f64 y x) (-.f64 y x)) (+.f64 y x))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 #s(literal 1 binary64) (-.f64 y x))))
(/.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 y y (-.f64 (.f64 x x) (.f64 y (neg.f64 x)))))
(/.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 y y (*.f64 x (+.f64 y x))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y (-.f64 (.f64 x x) (.f64 y (neg.f64 x)))) (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 #s(literal 1 binary64) (-.f64 y x)) #s(literal 1 binary64)))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 y x)))
(neg.f64 (/.f64 (*.f64 (neg.f64 (+.f64 y x)) (-.f64 y x)) (+.f64 y x)))
(neg.f64 (/.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 y y (*.f64 x (+.f64 y x)))))
(neg.f64 (/.f64 (*.f64 (+.f64 y x) (-.f64 y x)) (neg.f64 (+.f64 y x))))
(neg.f64 (/.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (neg.f64 (fma.f64 y y (*.f64 x (+.f64 y x))))))
(fma.f64 (*.f64 (neg.f64 x) x) (/.f64 #s(literal 1 binary64) x) y)
(fma.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 x x #s(literal 0 binary64))) y)
(fma.f64 #s(literal -1 binary64) x y)
(fma.f64 (.f64 y y) (pow.f64 (+.f64 y x) #s(literal -1 binary64)) (neg.f64 (/.f64 (.f64 x x) (+.f64 y x))))
(fma.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 (fma.f64 y y (.f64 x (+.f64 y x))) #s(literal -1 binary64)) (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x))))))
(fma.f64 x #s(literal -1 binary64) y)
(-.f64 (/.f64 (.f64 y y) (+.f64 y x)) (/.f64 (.f64 x x) (+.f64 y x)))
(-.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))))
(-.f64 y x)
(+.f64 (/.f64 (.f64 y y) (+.f64 y x)) (neg.f64 (/.f64 (.f64 x x) (+.f64 y x))))
(+.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x))))))
(+.f64 (neg.f64 x) y)
(+.f64 y (neg.f64 x))

eval127.0ms (2.8%)

Memory: 0.4MiB live, 99.5MiB allocated
Compiler: Compiled 8 421 to 1 112 computations (86.8% saved)

prune8.0ms (0.2%)

Memory

-12.9MiB live, 24.9MiB allocated

Pruning

7 alts after pruning (3 fresh and 4 done)

	Pruned	Kept	Total
New	320	3	323
Fresh	0	0	0
Picked	0	4	4
Done	0	0	0
Total	320	7	327

Accuracy

100.0%

Counts

327 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	100.0%	(fma.f64 (-.f64 y x) z x)
✓	99.2%	(fma.f64 z y (fma.f64 (neg.f64 x) z x))
▶	62.4%	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (*.f64 z (-.f64 y x)))
✓	61.9%	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
▶	25.8%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x))
▶	39.1%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))
✓	41.2%	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Compiler

Compiled 85 to 64 computations (24.7% saved)

simplify36.0ms (0.8%)

Memory

-0.0MiB live, 38.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 10 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	23	90
0	28	90
1	49	87
2	74	87
3	115	87
4	169	87
5	298	87
6	474	87
7	647	87
8	770	87
9	826	87
10	832	87
11	836	87
12	842	87
13	846	87
0	846	84

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize43.0ms (1%)

Memory

15.1MiB live, 96.0MiB allocated

Localize:

Found 10 expressions of interest:

New	Metric	Score
accuracy	0	(-.f64 y x)
accuracy	0.01171875	(*.f64 z (-.f64 y x))
accuracy	24.070403330774415	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (*.f64 z (-.f64 y x)))
accuracy	0	(neg.f64 z)
accuracy	0.0078125	(*.f64 #s(approx (- 1 z) (neg.f64 z)) x)
accuracy	24.37998185466194	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x))
accuracy	35.762936655385296	#s(approx (- 1 z) (neg.f64 z))
accuracy	0.0078125	(*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)
accuracy	24.37998185466194	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))
accuracy	27.26829387934811	#s(approx (- 1 z) #s(literal 1 binary64))

Samples

32.0ms

256×

valid

Compiler

Compiled 149 to 42 computations (71.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 19.0ms

ival-mult: 8.0ms (42.4% of total)

ival-add: 6.0ms (31.8% of total)

ival-sub: 3.0ms (15.9% of total)

ival-neg: 2.0ms (10.6% of total)

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

exact: 0.0ms (0% of total)

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

series8.0ms (0.2%)

Memory

-24.3MiB live, 14.9MiB allocated

Counts

10 → 42

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
2.0ms	y	@	0	((+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (neg z) (+ (* z y) (+ (* (neg x) z) x)) (* z (- y x)) (- y x))
1.0ms	z	@	-inf	((+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (neg z) (+ (* z y) (+ (* (neg x) z) x)) (* z (- y x)) (- y x))
1.0ms	z	@	inf	((+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (neg z) (+ (* z y) (+ (* (neg x) z) x)) (* z (- y x)) (- y x))
1.0ms	x	@	-inf	((+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (neg z) (+ (* z y) (+ (* (neg x) z) x)) (* z (- y x)) (- y x))
1.0ms	x	@	inf	((+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (neg z) (+ (* z y) (+ (* (neg x) z) x)) (* z (- y x)) (- y x))

simplify128.0ms (2.9%)

Memory

17.8MiB live, 137.4MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	98	219
1	331	195
2	933	195
3	2378	195
4	4924	195
5	7164	195
0	8128	183

Stop Event

1×	iter limit
1×	node limit

Counts

42 → 40

Calls

Call 1

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

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

rewrite285.0ms (6.4%)

Memory

-19.6MiB live, 214.0MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	23	83
0	28	83
1	106	80
2	792	80
0	8405	77

Stop Event

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

Counts

10 → 116

Calls

Call 1

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

Outputs
#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))
(*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)
(*.f64 x #s(approx (- 1 z) #s(literal 1 binary64)))
#s(approx (- 1 z) #s(literal 1 binary64))
#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x))
(*.f64 #s(approx (- 1 z) (neg.f64 z)) x)
(*.f64 x #s(approx (- 1 z) (neg.f64 z)))
#s(approx (- 1 z) (neg.f64 z))
(.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) z))
(*.f64 (pow.f64 (neg.f64 z) #s(literal 3 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 z z #s(literal 0 binary64))))
(*.f64 #s(literal -1 binary64) z)
(*.f64 (neg.f64 z) #s(literal 1 binary64))
(*.f64 #s(literal 1 binary64) (neg.f64 z))
(*.f64 z #s(literal -1 binary64))
(/.f64 (neg.f64 (pow.f64 (neg.f64 z) #s(literal 3 binary64))) (neg.f64 (fma.f64 z z #s(literal 0 binary64))))
(/.f64 (*.f64 (neg.f64 z) z) (-.f64 #s(literal 0 binary64) (neg.f64 z)))
(/.f64 (*.f64 (neg.f64 z) z) z)
(/.f64 (pow.f64 (neg.f64 z) #s(literal 3 binary64)) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 z z) (.f64 #s(literal 0 binary64) (neg.f64 z)))))
(/.f64 (pow.f64 (neg.f64 z) #s(literal 3 binary64)) (fma.f64 z z #s(literal 0 binary64)))
(/.f64 (*.f64 z z) (neg.f64 z))
(/.f64 #s(literal 1 binary64) (/.f64 z (*.f64 (neg.f64 z) z)))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 z z #s(literal 0 binary64)) (pow.f64 (neg.f64 z) #s(literal 3 binary64))))
(neg.f64 z)
(-.f64 (/.f64 #s(literal 0 binary64) z) (/.f64 (*.f64 z z) z))
(-.f64 (/.f64 #s(literal 0 binary64) (fma.f64 z z #s(literal 0 binary64))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 z z #s(literal 0 binary64))))
(-.f64 #s(literal 0 binary64) z)
(+.f64 #s(literal 0 binary64) (neg.f64 z))
#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 y x) z))
(.f64 (.f64 (*.f64 (+.f64 y x) (-.f64 y x)) z) (pow.f64 (+.f64 y x) #s(literal -1 binary64)))
(.f64 (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) z) (pow.f64 (fma.f64 y y (*.f64 x (+.f64 y x))) #s(literal -1 binary64)))
(.f64 (.f64 z (*.f64 (+.f64 y x) (-.f64 y x))) (pow.f64 (+.f64 y x) #s(literal -1 binary64)))
(.f64 (.f64 z (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (pow.f64 (fma.f64 y y (*.f64 x (+.f64 y x))) #s(literal -1 binary64)))
(.f64 (.f64 (.f64 z (+.f64 y x)) (.f64 (-.f64 y x) z)) (/.f64 #s(literal 1 binary64) (*.f64 z (+.f64 y x))))
(.f64 (.f64 (pow.f64 z #s(literal 3 binary64)) (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (+.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (.f64 (.f64 (neg.f64 x) z) (-.f64 (.f64 (neg.f64 x) z) (*.f64 z y))))))
(*.f64 (-.f64 y x) z)
(*.f64 z (-.f64 y x))
(/.f64 (-.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (pow.f64 (.f64 z y) #s(literal 2 binary64))) (-.f64 (.f64 (neg.f64 x) z) (.f64 z y)))
(/.f64 (fma.f64 #s(literal -1 binary64) (pow.f64 (.f64 z x) #s(literal 3 binary64)) (pow.f64 (.f64 z y) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (.f64 (.f64 (neg.f64 x) z) (*.f64 z y)))))
(/.f64 (neg.f64 (.f64 (.f64 (+.f64 y x) (-.f64 y x)) z)) (neg.f64 (+.f64 y x)))
(/.f64 (neg.f64 (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) z)) (neg.f64 (fma.f64 y y (.f64 x (+.f64 y x)))))
(/.f64 (neg.f64 (.f64 z (.f64 (+.f64 y x) (-.f64 y x)))) (neg.f64 (+.f64 y x)))
(/.f64 (neg.f64 (.f64 z (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))) (neg.f64 (fma.f64 y y (.f64 x (+.f64 y x)))))
(/.f64 (neg.f64 (.f64 (.f64 z (+.f64 y x)) (.f64 (-.f64 y x) z))) (neg.f64 (.f64 z (+.f64 y x))))
(/.f64 (neg.f64 (.f64 (pow.f64 z #s(literal 3 binary64)) (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))) (neg.f64 (+.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (.f64 (.f64 (neg.f64 x) z) (-.f64 (.f64 (neg.f64 x) z) (.f64 z y))))))
(/.f64 (.f64 (.f64 (+.f64 y x) (-.f64 y x)) z) (+.f64 y x))
(/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) z) (fma.f64 y y (.f64 x (+.f64 y x))))
(/.f64 (.f64 z (.f64 (+.f64 y x) (-.f64 y x))) (+.f64 y x))
(/.f64 (.f64 z (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 y y (.f64 x (+.f64 y x))))
(/.f64 (.f64 (.f64 z (+.f64 y x)) (.f64 (-.f64 y x) z)) (.f64 z (+.f64 y x)))
(/.f64 (.f64 (pow.f64 z #s(literal 3 binary64)) (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (+.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (+.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (.f64 (.f64 z y) (.f64 z x)))))
(/.f64 (.f64 (pow.f64 z #s(literal 3 binary64)) (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (+.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (.f64 (.f64 (neg.f64 x) z) (-.f64 (.f64 (neg.f64 x) z) (.f64 z y)))))
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 y x) (.f64 (.f64 (+.f64 y x) (-.f64 y x)) z)))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y (.f64 x (+.f64 y x))) (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) z)))
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 y x) (.f64 z (.f64 (+.f64 y x) (-.f64 y x)))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y (.f64 x (+.f64 y x))) (.f64 z (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))))
(/.f64 #s(literal 1 binary64) (/.f64 (.f64 z (+.f64 y x)) (.f64 (.f64 z (+.f64 y x)) (.f64 (-.f64 y x) z))))
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (.f64 (.f64 (neg.f64 x) z) (-.f64 (.f64 (neg.f64 x) z) (.f64 z y)))) (.f64 (pow.f64 z #s(literal 3 binary64)) (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))))
(/.f64 z (/.f64 #s(literal 1 binary64) (-.f64 y x)))
(fma.f64 #s(literal -1 binary64) (.f64 z x) (.f64 z y))
(fma.f64 (neg.f64 x) z (*.f64 z y))
(fma.f64 (neg.f64 z) x (*.f64 z y))
(fma.f64 z (neg.f64 x) (*.f64 z y))
(fma.f64 z y (*.f64 (neg.f64 x) z))
(fma.f64 y z (*.f64 (neg.f64 x) z))
(fma.f64 x (neg.f64 z) (*.f64 z y))
(-.f64 (fma.f64 z y #s(literal 0 binary64)) (*.f64 z x))
(-.f64 (/.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (.f64 z (+.f64 y x))) (/.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (.f64 z (+.f64 y x))))
(-.f64 (.f64 z y) (.f64 z x))
(+.f64 (.f64 (neg.f64 x) z) (.f64 z y))
(+.f64 (.f64 z y) (.f64 (neg.f64 x) z))
(.f64 (.f64 (neg.f64 (+.f64 y x)) (-.f64 y x)) (/.f64 #s(literal 1 binary64) (neg.f64 (+.f64 y x))))
(.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 y y (.f64 x (+.f64 y x))))))
(.f64 (.f64 (+.f64 y x) (-.f64 y x)) (pow.f64 (+.f64 y x) #s(literal -1 binary64)))
(.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 y y (.f64 (neg.f64 x) (-.f64 (neg.f64 x) y)))))
(.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (pow.f64 (fma.f64 y y (.f64 x (+.f64 y x))) #s(literal -1 binary64)))
(*.f64 #s(literal 1 binary64) (-.f64 y x))
(pow.f64 (/.f64 #s(literal 1 binary64) (-.f64 y x)) #s(literal -1 binary64))
(/.f64 (-.f64 (.f64 (/.f64 (.f64 y y) (+.f64 y x)) (/.f64 (.f64 y y) (+.f64 y x))) (.f64 (/.f64 (.f64 x x) (+.f64 y x)) (/.f64 (.f64 x x) (+.f64 y x)))) (+.f64 (/.f64 (.f64 y y) (+.f64 y x)) (/.f64 (.f64 x x) (+.f64 y x))))
(/.f64 (-.f64 (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x))))) (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))))) (+.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x))))))
(/.f64 (-.f64 (.f64 x x) (.f64 y y)) (-.f64 (neg.f64 x) y))
(/.f64 (-.f64 (pow.f64 (/.f64 (.f64 y y) (+.f64 y x)) #s(literal 3 binary64)) (pow.f64 (/.f64 (.f64 x x) (+.f64 y x)) #s(literal 3 binary64))) (fma.f64 (/.f64 (.f64 y y) (+.f64 y x)) (/.f64 (.f64 y y) (+.f64 y x)) (fma.f64 (/.f64 (.f64 x x) (+.f64 y x)) (/.f64 (.f64 x x) (+.f64 y x)) (.f64 (/.f64 (.f64 y y) (+.f64 y x)) (/.f64 (*.f64 x x) (+.f64 y x))))))
(/.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) #s(literal 3 binary64))) (fma.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (fma.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (*.f64 x (+.f64 y x))))))))
(/.f64 (fma.f64 #s(literal -1 binary64) (pow.f64 x #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))) (fma.f64 x x (-.f64 (.f64 y y) (.f64 (neg.f64 x) y))))
(/.f64 (neg.f64 (*.f64 (neg.f64 (+.f64 y x)) (-.f64 y x))) (neg.f64 (neg.f64 (+.f64 y x))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 y y (*.f64 x (+.f64 y x))))))
(/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 x #s(literal 4 binary64))) #s(literal 1 binary64)) (.f64 (fma.f64 y y (*.f64 x x)) (+.f64 y x)))
(/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) #s(literal 1 binary64)) (.f64 (+.f64 (pow.f64 y #s(literal 4 binary64)) (+.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (*.f64 y x) #s(literal 2 binary64)))) (+.f64 y x)))
(/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) #s(literal 1 binary64)) (.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 y y (*.f64 x (+.f64 y x)))))
(/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 9 binary64)) (pow.f64 x #s(literal 9 binary64))) #s(literal 1 binary64)) (.f64 (+.f64 (pow.f64 y #s(literal 6 binary64)) (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 (.f64 y x) #s(literal 3 binary64)))) (fma.f64 y y (.f64 x (+.f64 y x)))))
(/.f64 (-.f64 (.f64 (.f64 y y) (+.f64 y x)) (.f64 (+.f64 y x) (.f64 x x))) (*.f64 (+.f64 y x) (+.f64 y x)))
(/.f64 (-.f64 (.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (.f64 (fma.f64 y y (.f64 x (+.f64 y x))) (pow.f64 x #s(literal 3 binary64)))) (.f64 (fma.f64 y y (.f64 x (+.f64 y x))) (fma.f64 y y (*.f64 x (+.f64 y x)))))
(/.f64 (*.f64 (neg.f64 (+.f64 y x)) (-.f64 y x)) (neg.f64 (+.f64 y x)))
(/.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y (*.f64 (neg.f64 x) (-.f64 (neg.f64 x) y)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y (*.f64 x (+.f64 y x)))))
(/.f64 (*.f64 (+.f64 y x) (-.f64 y x)) (+.f64 y x))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 #s(literal 1 binary64) (-.f64 y x))))
(/.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 y y (*.f64 (neg.f64 x) (-.f64 (neg.f64 x) y))))
(/.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 y y (*.f64 x (+.f64 y x))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y (*.f64 (neg.f64 x) (-.f64 (neg.f64 x) y))) (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 #s(literal 1 binary64) (-.f64 y x)) #s(literal 1 binary64)))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 y x)))
(neg.f64 (neg.f64 (-.f64 y x)))
(fma.f64 (*.f64 (neg.f64 x) x) (/.f64 #s(literal 1 binary64) x) y)
(fma.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 x x #s(literal 0 binary64))) y)
(fma.f64 #s(literal -1 binary64) x y)
(fma.f64 (.f64 y y) (pow.f64 (+.f64 y x) #s(literal -1 binary64)) (neg.f64 (/.f64 (.f64 x x) (+.f64 y x))))
(fma.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 (fma.f64 y y (.f64 x (+.f64 y x))) #s(literal -1 binary64)) (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x))))))
(fma.f64 x #s(literal -1 binary64) y)
(-.f64 (/.f64 (.f64 y y) (+.f64 y x)) (/.f64 (.f64 x x) (+.f64 y x)))
(-.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))))
(-.f64 y x)
(+.f64 (/.f64 (.f64 y y) (+.f64 y x)) (neg.f64 (/.f64 (.f64 x x) (+.f64 y x))))
(+.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x)))) (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (.f64 x (+.f64 y x))))))
(+.f64 #s(literal 0 binary64) (-.f64 y x))
(+.f64 (neg.f64 x) y)
(+.f64 y (neg.f64 x))

eval43.0ms (1%)

Memory: 2.6MiB live, 49.1MiB allocated
Compiler: Compiled 3 439 to 519 computations (84.9% saved)

prune4.0ms (0.1%)

Memory

13.0MiB live, 13.0MiB allocated

Pruning

7 alts after pruning (1 fresh and 6 done)

	Pruned	Kept	Total
New	127	1	128
Fresh	0	0	0
Picked	0	3	3
Done	1	3	4
Total	128	7	135

Accuracy

100.0%

Counts

135 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	100.0%	(fma.f64 (-.f64 y x) z x)
▶	61.6%	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (fma.f64 z y (*.f64 (neg.f64 x) z)))
✓	62.4%	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (*.f64 z (-.f64 y x)))
✓	61.9%	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
✓	25.8%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x))
✓	39.1%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))
✓	41.2%	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Compiler

Compiled 95 to 70 computations (26.3% saved)

simplify22.0ms (0.5%)

Memory

-5.9MiB live, 32.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	34
0	15	33
1	27	30
2	49	27
3	94	27
4	145	27
5	257	27
6	395	27
7	560	27
8	631	27
9	641	27
0	641	26

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize24.0ms (0.5%)

Memory

12.5MiB live, 51.5MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0	(*.f64 (neg.f64 x) z)
accuracy	0	(neg.f64 x)
accuracy	0.49999449521112044	(fma.f64 z y (*.f64 (neg.f64 x) z))
accuracy	24.070403330774415	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (fma.f64 z y (*.f64 (neg.f64 x) z)))

Samples

18.0ms

256×

valid

Compiler

Compiled 63 to 23 computations (63.5% saved)

Precisions

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

ival-mult: 6.0ms (57.7% of total)

ival-add: 3.0ms (28.9% of total)

ival-neg: 1.0ms (9.6% of total)

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

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

series4.0ms (0.1%)

Memory

10.7MiB live, 10.7MiB allocated

Counts

4 → 23

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
1.0ms	x	@	inf	((+ (* z y) (* (neg x) z)) (+ (* z y) (+ (* (neg x) z) x)) (* (neg x) z) (neg x))
1.0ms	z	@	inf	((+ (* z y) (* (neg x) z)) (+ (* z y) (+ (* (neg x) z) x)) (* (neg x) z) (neg x))
1.0ms	z	@	0	((+ (* z y) (* (neg x) z)) (+ (* z y) (+ (* (neg x) z) x)) (* (neg x) z) (neg x))
0.0ms	z	@	-inf	((+ (* z y) (* (neg x) z)) (+ (* z y) (+ (* (neg x) z) x)) (* (neg x) z) (neg x))
0.0ms	x	@	0	((+ (* z y) (* (neg x) z)) (+ (* z y) (+ (* (neg x) z) x)) (* (neg x) z) (neg x))

simplify127.0ms (2.8%)

Memory

-6.8MiB live, 113.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	63	160
1	220	123
2	612	123
3	1709	123
4	4428	123
5	6518	123
0	8038	114

Stop Event

1×	iter limit
1×	node limit

Counts

23 → 22

Calls

Call 1

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

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

rewrite201.0ms (4.5%)

Memory

20.1MiB live, 206.0MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	31
0	15	30
1	60	27
2	510	24
3	7895	24
0	8405	23

Stop Event

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

Counts

4 → 123

Calls

Call 1

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

Outputs
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (pow.f64 (.f64 x z) #s(literal 2 binary64))) (+.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64)))) (fma.f64 (.f64 (.f64 (neg.f64 x) z) z) (-.f64 y x) (pow.f64 (.f64 y z) #s(literal 2 binary64))))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64))) (-.f64 (pow.f64 (.f64 y z) #s(literal 4 binary64)) (pow.f64 (.f64 (.f64 (.f64 (neg.f64 x) z) z) (-.f64 (neg.f64 x) y)) #s(literal 2 binary64)))) (+.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (.f64 (.f64 x z) (*.f64 (neg.f64 z) (+.f64 y x)))))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (.f64 (.f64 (neg.f64 x) z) z) (-.f64 (neg.f64 x) y)) #s(literal 3 binary64)) (pow.f64 (.f64 y z) #s(literal 6 binary64)))) (fma.f64 (.f64 (.f64 (.f64 (neg.f64 x) z) z) (-.f64 (neg.f64 x) y)) (-.f64 (.f64 (.f64 (.f64 (neg.f64 x) z) z) (-.f64 (neg.f64 x) y)) (pow.f64 (.f64 y z) #s(literal 2 binary64))) (pow.f64 (*.f64 y z) #s(literal 4 binary64))))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (pow.f64 (.f64 x z) #s(literal 2 binary64))) (-.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (pow.f64 (.f64 x z) #s(literal 2 binary64)))) (.f64 (-.f64 y x) z))
(.f64 (/.f64 (.f64 (-.f64 y x) z) z) (/.f64 (*.f64 (+.f64 y x) z) (+.f64 y x)))
(*.f64 (-.f64 y x) z)
(.f64 (pow.f64 (.f64 (+.f64 y x) z) #s(literal -1 binary64)) (-.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (pow.f64 (.f64 x z) #s(literal 2 binary64))))
(.f64 (pow.f64 (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (.f64 x z) #s(literal 2 binary64))) #s(literal -1 binary64)) (-.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64))))
(.f64 #s(literal 1 binary64) (.f64 (-.f64 y x) z))
(.f64 (-.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (pow.f64 (.f64 y z) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (.f64 (neg.f64 z) (+.f64 y x))))
(.f64 (neg.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (.f64 x z) #s(literal 2 binary64))))))
(.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (pow.f64 (.f64 x z) #s(literal 2 binary64))) (pow.f64 (.f64 (+.f64 y x) z) #s(literal -1 binary64)))
(.f64 (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (.f64 x z) #s(literal 2 binary64))) (/.f64 (.f64 (-.f64 y x) z) (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (.f64 x z) #s(literal 2 binary64)))))
(.f64 (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (.f64 x z) #s(literal 2 binary64))) (.f64 (.f64 (-.f64 y x) z) (pow.f64 (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (*.f64 x z) #s(literal 2 binary64))) #s(literal -1 binary64))))
(.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64))) (pow.f64 (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (.f64 x z) #s(literal 2 binary64))) #s(literal -1 binary64)))
(.f64 (.f64 (-.f64 y x) z) (/.f64 (.f64 (+.f64 y x) z) (.f64 (+.f64 y x) z)))
(.f64 (.f64 (-.f64 y x) z) (.f64 (.f64 (+.f64 y x) z) (pow.f64 (*.f64 (+.f64 y x) z) #s(literal -1 binary64))))
(*.f64 z (-.f64 y x))
(pow.f64 (/.f64 #s(literal 1 binary64) (*.f64 (-.f64 y x) z)) #s(literal -1 binary64))
(/.f64 (/.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (pow.f64 (.f64 x z) #s(literal 2 binary64))) z) (+.f64 y x))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 4 binary64)) (pow.f64 (.f64 (neg.f64 x) z) #s(literal 4 binary64))) (pow.f64 (.f64 (+.f64 y x) z) #s(literal -1 binary64))) (.f64 (.f64 z z) (fma.f64 y y (*.f64 x x))))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 6 binary64)) (pow.f64 (.f64 (neg.f64 x) z) #s(literal 6 binary64))) (pow.f64 (.f64 (+.f64 y x) z) #s(literal -1 binary64))) (fma.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (.f64 z z) (fma.f64 y y (.f64 x x))) (pow.f64 (*.f64 y z) #s(literal 4 binary64))))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 6 binary64)) (pow.f64 (.f64 (neg.f64 x) z) #s(literal 6 binary64))) (pow.f64 (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (.f64 x z) #s(literal 2 binary64))) #s(literal -1 binary64))) (+.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64))))
(/.f64 (.f64 (+.f64 (pow.f64 (.f64 (neg.f64 x) z) #s(literal 9 binary64)) (pow.f64 (.f64 y z) #s(literal 9 binary64))) (pow.f64 (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (.f64 x z) #s(literal 2 binary64))) #s(literal -1 binary64))) (-.f64 (+.f64 (pow.f64 (.f64 y z) #s(literal 6 binary64)) (pow.f64 (.f64 (neg.f64 x) z) #s(literal 6 binary64))) (pow.f64 (.f64 (.f64 (*.f64 (neg.f64 x) z) z) y) #s(literal 3 binary64))))
(/.f64 (-.f64 (.f64 (/.f64 (/.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) z) (+.f64 y x)) (/.f64 (/.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) z) (+.f64 y x))) (.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z)) (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z)))) (+.f64 (/.f64 (/.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) z) (+.f64 y x)) (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (*.f64 (+.f64 y x) z))))
(/.f64 (-.f64 (pow.f64 (/.f64 (/.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) z) (+.f64 y x)) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z)) #s(literal 3 binary64))) (fma.f64 (/.f64 (/.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) z) (+.f64 y x)) (/.f64 (/.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) z) (+.f64 y x)) (fma.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z)) (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z)) (.f64 (/.f64 (/.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) z) (+.f64 y x)) (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (*.f64 (+.f64 y x) z))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (pow.f64 (.f64 y z) #s(literal 2 binary64)))) (neg.f64 (*.f64 (neg.f64 z) (+.f64 y x))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (*.f64 x z) #s(literal 2 binary64))))))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 4 binary64)) (pow.f64 (.f64 (neg.f64 x) z) #s(literal 4 binary64))) #s(literal 1 binary64)) (.f64 (.f64 (.f64 z z) (fma.f64 y y (.f64 x x))) (.f64 (+.f64 y x) z)))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 6 binary64)) (pow.f64 (.f64 (neg.f64 x) z) #s(literal 6 binary64))) #s(literal 1 binary64)) (.f64 (fma.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (.f64 z z) (fma.f64 y y (.f64 x x))) (pow.f64 (.f64 y z) #s(literal 4 binary64))) (.f64 (+.f64 y x) z)))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 6 binary64)) (pow.f64 (.f64 (neg.f64 x) z) #s(literal 6 binary64))) #s(literal 1 binary64)) (.f64 (+.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64))) (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (*.f64 x z) #s(literal 2 binary64)))))
(/.f64 (.f64 (+.f64 (pow.f64 (.f64 (neg.f64 x) z) #s(literal 9 binary64)) (pow.f64 (.f64 y z) #s(literal 9 binary64))) #s(literal 1 binary64)) (.f64 (-.f64 (+.f64 (pow.f64 (.f64 y z) #s(literal 6 binary64)) (pow.f64 (.f64 (neg.f64 x) z) #s(literal 6 binary64))) (pow.f64 (.f64 (.f64 (.f64 (neg.f64 x) z) z) y) #s(literal 3 binary64))) (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (.f64 x z) #s(literal 2 binary64)))))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (pow.f64 (.f64 x z) #s(literal 2 binary64))) #s(literal 1 binary64)) (.f64 (+.f64 y x) z))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64))) #s(literal 1 binary64)) (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (.f64 x z) #s(literal 2 binary64))))
(/.f64 (-.f64 (.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z)) (.f64 (.f64 (+.f64 y x) z) (pow.f64 (.f64 x z) #s(literal 2 binary64)))) (.f64 (.f64 (+.f64 y x) z) (*.f64 (+.f64 y x) z)))
(/.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 4 binary64)) (pow.f64 (.f64 (neg.f64 x) z) #s(literal 4 binary64))) (.f64 (.f64 (+.f64 y x) z) (.f64 (.f64 z z) (fma.f64 y y (*.f64 x x)))))
(/.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 6 binary64)) (pow.f64 (.f64 (neg.f64 x) z) #s(literal 6 binary64))) (.f64 (.f64 (+.f64 y x) z) (fma.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (.f64 z z) (fma.f64 y y (.f64 x x))) (pow.f64 (*.f64 y z) #s(literal 4 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 6 binary64)) (pow.f64 (.f64 (neg.f64 x) z) #s(literal 6 binary64))) (.f64 (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (.f64 x z) #s(literal 2 binary64))) (+.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 #s(literal 1 binary64) (*.f64 (-.f64 y x) z)) #s(literal 1 binary64)))
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 (-.f64 y x) z)))
(/.f64 (+.f64 (pow.f64 (.f64 (neg.f64 x) z) #s(literal 9 binary64)) (pow.f64 (.f64 y z) #s(literal 9 binary64))) (.f64 (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (.f64 x z) #s(literal 2 binary64))) (-.f64 (+.f64 (pow.f64 (.f64 y z) #s(literal 6 binary64)) (pow.f64 (.f64 (neg.f64 x) z) #s(literal 6 binary64))) (pow.f64 (.f64 (.f64 (*.f64 (neg.f64 x) z) z) y) #s(literal 3 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (pow.f64 (.f64 y z) #s(literal 2 binary64))) (*.f64 (neg.f64 z) (+.f64 y x)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (*.f64 x z) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (pow.f64 (.f64 x z) #s(literal 2 binary64))) (*.f64 (+.f64 y x) z))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 #s(literal 1 binary64) (*.f64 (-.f64 y x) z))))
(/.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64))) (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (*.f64 x z) #s(literal 2 binary64))))
(neg.f64 (/.f64 (-.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (pow.f64 (.f64 y z) #s(literal 2 binary64))) (*.f64 (+.f64 y x) z)))
(neg.f64 (/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64)))) (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (*.f64 x z) #s(literal 2 binary64)))))
(neg.f64 (/.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (pow.f64 (.f64 x z) #s(literal 2 binary64))) (*.f64 (neg.f64 z) (+.f64 y x))))
(neg.f64 (/.f64 (-.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64))) (neg.f64 (fma.f64 (.f64 (.f64 z z) y) (+.f64 y x) (pow.f64 (*.f64 x z) #s(literal 2 binary64))))))
(fma.f64 (/.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (+.f64 (pow.f64 (.f64 y z) #s(literal 3 binary64)) (pow.f64 (.f64 x z) #s(literal 3 binary64)))) (fma.f64 (.f64 (.f64 (neg.f64 x) z) z) (-.f64 y x) (pow.f64 (.f64 y z) #s(literal 2 binary64))) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z))))
(fma.f64 (/.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (pow.f64 (.f64 x z) #s(literal 2 binary64)))) (.f64 (-.f64 y x) z) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z))))
(fma.f64 (/.f64 (.f64 (.f64 y y) z) z) (/.f64 z (+.f64 y x)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z))))
(fma.f64 (/.f64 (.f64 (.f64 z z) y) z) (/.f64 y (+.f64 y x)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z))))
(fma.f64 (/.f64 (.f64 y y) z) (/.f64 (.f64 z z) (+.f64 y x)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z))))
(fma.f64 (/.f64 (.f64 y z) z) (/.f64 (.f64 y z) (+.f64 y x)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z))))
(fma.f64 (/.f64 y z) (/.f64 (.f64 (.f64 z z) y) (+.f64 y x)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z))))
(fma.f64 (/.f64 (.f64 z z) z) (/.f64 (.f64 y y) (+.f64 y x)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z))))
(fma.f64 (/.f64 z z) (/.f64 (.f64 (.f64 y y) z) (+.f64 y x)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z))))
(fma.f64 (.f64 (.f64 y y) z) (/.f64 z (.f64 (+.f64 y x) z)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (*.f64 (+.f64 y x) z))))
(fma.f64 (.f64 (.f64 z z) y) (/.f64 y (.f64 (+.f64 y x) z)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (*.f64 (+.f64 y x) z))))
(fma.f64 (neg.f64 z) x (*.f64 y z))
(fma.f64 (.f64 y y) (/.f64 (.f64 z z) (.f64 (+.f64 y x) z)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (*.f64 (+.f64 y x) z))))
(fma.f64 (.f64 z z) (/.f64 (.f64 y y) (.f64 (+.f64 y x) z)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (*.f64 (+.f64 y x) z))))
(fma.f64 (.f64 x z) #s(literal -1 binary64) (.f64 y z))
(fma.f64 #s(literal -1 binary64) (.f64 x z) (.f64 y z))
(fma.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (pow.f64 (.f64 (+.f64 y x) z) #s(literal -1 binary64)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (+.f64 y x) z))))
(fma.f64 (.f64 y z) (/.f64 (.f64 y z) (.f64 (+.f64 y x) z)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (*.f64 (+.f64 y x) z))))
(fma.f64 (neg.f64 x) z (*.f64 y z))
(fma.f64 x (neg.f64 z) (*.f64 y z))
(fma.f64 y (/.f64 (.f64 (.f64 z z) y) (.f64 (+.f64 y x) z)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (*.f64 (+.f64 y x) z))))
(fma.f64 y z (*.f64 (neg.f64 x) z))
(fma.f64 z (/.f64 (.f64 (.f64 y y) z) (.f64 (+.f64 y x) z)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (*.f64 (+.f64 y x) z))))
(fma.f64 z (neg.f64 x) (*.f64 y z))
(fma.f64 z y (*.f64 (neg.f64 x) z))
(-.f64 (fma.f64 y z #s(literal 0 binary64)) (*.f64 x z))
(-.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 (neg.f64 z) (+.f64 y x))) (/.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) (.f64 (neg.f64 z) (+.f64 y x))))
(-.f64 (/.f64 (/.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) z) (+.f64 y x)) (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (*.f64 (+.f64 y x) z)))
(-.f64 #s(literal 0 binary64) (-.f64 (.f64 x z) (.f64 y z)))
(-.f64 (.f64 y z) (.f64 x z))
(+.f64 (/.f64 (/.f64 (pow.f64 (.f64 y z) #s(literal 2 binary64)) z) (+.f64 y x)) (neg.f64 (/.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (*.f64 (+.f64 y x) z))))
(+.f64 (.f64 y z) (.f64 (neg.f64 x) z))
(+.f64 (.f64 (neg.f64 x) z) (.f64 y z))
#s(approx (+ (* z y) (+ (* (neg x) z) x)) (*.f64 (-.f64 y x) z))
(*.f64 (neg.f64 z) x)
(.f64 (.f64 x z) #s(literal -1 binary64))
(.f64 #s(literal -1 binary64) (.f64 x z))
(*.f64 (neg.f64 x) z)
(*.f64 x (neg.f64 z))
(*.f64 z (neg.f64 x))
(/.f64 (.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64)) z) (.f64 x x))
(/.f64 (.f64 z (pow.f64 (neg.f64 x) #s(literal 3 binary64))) (.f64 x x))
(/.f64 (neg.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64))) (+.f64 #s(literal 0 binary64) (.f64 x z)))
(/.f64 (.f64 (.f64 (neg.f64 x) z) x) x)
(/.f64 (pow.f64 (.f64 (neg.f64 x) z) #s(literal 3 binary64)) (+.f64 #s(literal 0 binary64) (+.f64 (pow.f64 (.f64 x z) #s(literal 2 binary64)) (.f64 #s(literal 0 binary64) (.f64 x z)))))
(neg.f64 (*.f64 x z))
(fma.f64 #s(literal 0 binary64) z (*.f64 (neg.f64 x) z))
(fma.f64 z #s(literal 0 binary64) (*.f64 (neg.f64 x) z))
(-.f64 #s(literal 0 binary64) (*.f64 x z))
(+.f64 (.f64 #s(literal 0 binary64) z) (.f64 (neg.f64 x) z))
(+.f64 (.f64 z #s(literal 0 binary64)) (.f64 (neg.f64 x) z))
(+.f64 #s(literal 0 binary64) (*.f64 (neg.f64 x) z))
(.f64 (.f64 (neg.f64 x) x) (/.f64 #s(literal 1 binary64) x))
(.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64)) (/.f64 #s(literal 1 binary64) (.f64 x x)))
(*.f64 #s(literal -1 binary64) x)
(*.f64 x #s(literal -1 binary64))
(/.f64 (neg.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64))) (*.f64 (neg.f64 x) x))
(/.f64 (*.f64 (neg.f64 x) x) x)
(/.f64 #s(literal 1 binary64) (/.f64 x (*.f64 (neg.f64 x) x)))
(/.f64 #s(literal 1 binary64) (/.f64 (*.f64 x x) (pow.f64 (neg.f64 x) #s(literal 3 binary64))))
(/.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64)) (+.f64 #s(literal 0 binary64) (-.f64 (.f64 x x) (.f64 #s(literal 0 binary64) (neg.f64 x)))))
(/.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64)) (*.f64 x x))
(/.f64 (*.f64 x x) (neg.f64 x))
(neg.f64 x)
(fma.f64 (*.f64 (neg.f64 x) x) (/.f64 #s(literal 1 binary64) x) #s(literal 0 binary64))
(fma.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64)) (/.f64 #s(literal 1 binary64) (*.f64 x x)) #s(literal 0 binary64))
(fma.f64 #s(literal -1 binary64) x #s(literal 0 binary64))
(fma.f64 x #s(literal -1 binary64) #s(literal 0 binary64))
(-.f64 (/.f64 #s(literal 0 binary64) x) x)
(-.f64 (/.f64 #s(literal 0 binary64) (.f64 x x)) (/.f64 (pow.f64 x #s(literal 3 binary64)) (.f64 x x)))
(-.f64 #s(literal 0 binary64) x)
(+.f64 #s(literal 0 binary64) (neg.f64 x))
(+.f64 (neg.f64 x) #s(literal 0 binary64))

eval38.0ms (0.8%)

Memory: -7.7MiB live, 30.3MiB allocated
Compiler: Compiled 4 043 to 496 computations (87.7% saved)

prune11.0ms (0.2%)

Memory

-33.7MiB live, 15.1MiB allocated

Pruning

7 alts after pruning (0 fresh and 7 done)

	Pruned	Kept	Total
New	129	0	129
Fresh	0	0	0
Picked	0	1	1
Done	0	6	6
Total	129	7	136

Accuracy

100.0%

Counts

136 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	100.0%	(fma.f64 (-.f64 y x) z x)
✓	61.6%	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (fma.f64 z y (*.f64 (neg.f64 x) z)))
✓	62.4%	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (*.f64 z (-.f64 y x)))
✓	61.9%	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
✓	25.8%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x))
✓	39.1%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))
✓	41.2%	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Compiler

Compiled 205 to 108 computations (47.3% saved)

regimes14.0ms (0.3%)

Memory

29.2MiB live, 29.2MiB allocated

Counts

9 → 1

Calls

Call 1

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

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

Calls

4 calls:

3.0ms	y
3.0ms	(+.f64 x (*.f64 (-.f64 y x) z))
3.0ms	z
3.0ms	x

Results

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

Compiler

Compiled 10 to 15 computations (-50% saved)

regimes14.0ms (0.3%)

Memory

-14.1MiB live, 23.0MiB allocated

Counts

5 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

4 calls:

6.0ms	z
3.0ms	y
2.0ms	x
2.0ms	(+.f64 x (*.f64 (-.f64 y x) z))

Results

Accuracy	Segments	Branch
84.9%	3	`x`
77.7%	3	`y`
82.7%	3	`z`
74.2%	5	`(+.f64 x (*.f64 (-.f64 y x) z))`

Compiler

Compiled 10 to 15 computations (-50% saved)

regimes5.0ms (0.1%)

Memory

9.9MiB live, 9.9MiB allocated

Counts

4 → 3

Calls

Call 1

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

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

Calls

2 calls:

2.0ms	z
2.0ms	x

Results

Accuracy	Segments	Branch
68.6%	5	`z`
81.2%	3	`x`

Compiler

Compiled 2 to 6 computations (-200% saved)

regimes10.0ms (0.2%)

Memory

-17.8MiB live, 19.0MiB allocated

Counts

3 → 6

Calls

Call 1

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

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

Calls

4 calls:

4.0ms	z
2.0ms	y
2.0ms	x
2.0ms	(+.f64 x (*.f64 (-.f64 y x) z))

Results

Accuracy	Segments	Branch
68.4%	6	`z`
53.4%	5	`(+.f64 x (*.f64 (-.f64 y x) z))`
63.2%	4	`y`
61.8%	3	`x`

Compiler

Compiled 10 to 15 computations (-50% saved)

regimes2.0ms (0%)

Memory

4.8MiB live, 4.8MiB allocated

Counts

2 → 3

Calls

Call 1

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

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

Calls

1 calls:

2.0ms

Results

Accuracy	Segments	Branch
61.9%	3	`z`

Compiler

Compiled 1 to 3 computations (-200% saved)

regimes5.0ms (0.1%)

Memory

12.7MiB live, 12.7MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
41.2%	1	`(+.f64 x (*.f64 (-.f64 y x) z))`
41.2%	1	`y`
41.2%	1	`x`
41.2%	1	`z`

Compiler

Compiled 10 to 15 computations (-50% saved)

bsearch29.0ms (0.7%)

Memory

9.3MiB live, 46.2MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
11.0ms	1.2498149056680314e+37	1.8750248986718886e+42
16.0ms	-3.826610402940076e-50	-6.770277778533557e-60

Samples

16.0ms

304×

valid

Compiler

Compiled 561 to 449 computations (20% saved)

Precisions

Click to see histograms. Total time spent on operations: 9.0ms

ival-mult: 5.0ms (55.6% of total)

ival-sub: 2.0ms (22.2% of total)

ival-add: 1.0ms (11.1% of total)

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

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

bsearch49.0ms (1.1%)

Memory

-16.4MiB live, 35.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
9.0ms	8.780947158788882e-40	1.0530061282687262e-37
38.0ms	-1.3000385043414008e-74	-7.262699913972246e-84

Samples

37.0ms

256×

valid

Compiler

Compiled 394 to 332 computations (15.7% saved)

Precisions

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

ival-sub: 2.0ms (42% of total)

ival-mult: 2.0ms (42% of total)

ival-add: 1.0ms (21% of total)

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

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

bsearch73.0ms (1.6%)

Memory

1.7MiB live, 110.2MiB allocated

Algorithm

5×	binary-search

Stop Event

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

Steps

Time	Left	Right
16.0ms	3.078523284861256e+211	2.9745692986118414e+224
9.0ms	2.0916419855846446e-67	3.52348211740596e-66
12.0ms	-1.221380621847126e-7	-9.294610956814085e-18
20.0ms	-7.603992921418529e+52	-1.9932656812843344e+50
9.0ms	-3.0890318539427702e+147	-1.272422482064324e+146

Samples

32.0ms

672×

valid

Compiler

Compiled 1 177 to 976 computations (17.1% saved)

Precisions

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

ival-mult: 5.0ms (40.6% of total)

ival-sub: 4.0ms (32.5% of total)

ival-add: 3.0ms (24.4% of total)

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

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

bsearch17.0ms (0.4%)

Memory

-12.7MiB live, 37.5MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	2.0916419855846446e-67	3.52348211740596e-66
15.0ms	-1.221380621847126e-7	-9.294610956814085e-18

Samples

10.0ms

144×

valid

Compiler

Compiled 452 to 386 computations (14.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 3.0ms

ival-sub: 1.0ms (37.3% of total)

ival-add: 1.0ms (37.3% of total)

ival-mult: 1.0ms (37.3% of total)

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

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

simplify43.0ms (1%)

Memory

8.4MiB live, 47.3MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	60	262
1	74	262
2	80	262
3	83	262
4	84	262

Stop Event

1×

saturated

Calls

Call 1

Inputs
(fma.f64 (-.f64 y x) z x)
(if (<=.f64 x #s(literal -1979871083368875/210624583337114373395836055367340864637790190801098222508621955072 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 (-.f64 #s(literal 1 binary64) z) x)) (if (<=.f64 x #s(literal 10000000000000000303786028427003666890752 binary64)) #s(approx (+ ( z y) (+ (* (neg x) z) x)) (.f64 z (-.f64 y x))) #s(approx (+ x ( (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))))
(if (<=.f64 x #s(literal -5606965969292389/133499189745056880149688856635597007162669032647290798121690100488888732861290034376435130433536 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 (-.f64 #s(literal 1 binary64) z) x)) (if (<=.f64 x #s(literal 6742980379809911/6129982163463555433433388108601236734474956488734408704 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 z y)) #s(approx (+ x ( (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))))
(if (<=.f64 z #s(literal -2100000000000000060262919306120376973977234838976796481580915508866810758927541629698002923524871004071530558071587661624383208762032565662871715840 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 #s(approx (- 1 z) (neg.f64 z)) x)) (if (<=.f64 z #s(literal -365000000000000017464066202915732304965629485514752 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal -4533471823554859/37778931862957161709568 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) (neg.f64 z)) x)) (if (<=.f64 z #s(literal 6450267806218241/1897137590064188545819787018382342682267975428761855001222473056385648716020711424 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)) (if (<=.f64 z #s(literal 240000000000000019210764138137957265112578692044296774790259862572149058402368750027243539104442893371700461935509129913536385805484687940943016970304673425874977936763042444090873986190394003950766959333469620120194121728 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 z y)) #s(approx (+ x ( (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x)))))))
(if (<=.f64 z #s(literal -2281771080410813/5070602400912917605986812821504 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal 6450267806218241/1897137590064188545819787018382342682267975428761855001222473056385648716020711424 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)) #s(approx (+ x ( (- y x) z)) (*.f64 z y))))
#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Outputs
(fma.f64 (-.f64 y x) z x)
(if (<=.f64 x #s(literal -1979871083368875/210624583337114373395836055367340864637790190801098222508621955072 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 (-.f64 #s(literal 1 binary64) z) x)) (if (<=.f64 x #s(literal 10000000000000000303786028427003666890752 binary64)) #s(approx (+ ( z y) (+ (* (neg x) z) x)) (.f64 z (-.f64 y x))) #s(approx (+ x ( (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))))
(if (<=.f64 x #s(literal -5606965969292389/133499189745056880149688856635597007162669032647290798121690100488888732861290034376435130433536 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 (-.f64 #s(literal 1 binary64) z) x)) (if (<=.f64 x #s(literal 6742980379809911/6129982163463555433433388108601236734474956488734408704 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 z y)) #s(approx (+ x ( (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))))
(if (<=.f64 z #s(literal -2100000000000000060262919306120376973977234838976796481580915508866810758927541629698002923524871004071530558071587661624383208762032565662871715840 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 #s(approx (- 1 z) (neg.f64 z)) x)) (if (<=.f64 z #s(literal -365000000000000017464066202915732304965629485514752 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal -4533471823554859/37778931862957161709568 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) (neg.f64 z)) x)) (if (<=.f64 z #s(literal 6450267806218241/1897137590064188545819787018382342682267975428761855001222473056385648716020711424 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)) (if (<=.f64 z #s(literal 240000000000000019210764138137957265112578692044296774790259862572149058402368750027243539104442893371700461935509129913536385805484687940943016970304673425874977936763042444090873986190394003950766959333469620120194121728 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 z y)) #s(approx (+ x ( (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x)))))))
(if (<=.f64 z #s(literal -2281771080410813/5070602400912917605986812821504 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal 6450267806218241/1897137590064188545819787018382342682267975428761855001222473056385648716020711424 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)) #s(approx (+ x ( (- y x) z)) (*.f64 z y))))
#s(approx (+ x (* (- y x) z)) (*.f64 z y))

soundness979.0ms (21.9%)

Memory

7.5MiB live, 392.5MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	90	194
1	295	170
2	805	170
3	2114	170
4	4737	170
5	7074	170
0	8211	158
0	73	185
1	243	137
2	730	137
3	2076	137
4	4192	137
5	5967	137
6	7106	137
0	8056	128
0	6	15
0	9	15
1	36	15
2	286	15
3	3823	15
0	10866	14

Stop Event

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

Compiler

Compiled 354 to 149 computations (57.9% saved)

preprocess81.0ms (1.8%)

Memory: 18.3MiB live, 108.3MiB allocated
Compiler: Compiled 538 to 134 computations (75.1% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

Iter	Nodes	Cost
0	6	18
0	9	18
1	13	18
2	24	18
3	48	18
4	84	18
5	130	18
6	220	18
7	370	18
8	584	18
9	669	18
10	691	18
0	691	17

Iter	Nodes	Cost
0	17	70
0	27	70
1	45	66
2	73	66
3	117	66
4	197	66
5	321	66
6	483	66
7	605	66
8	624	66
0	624	66

Iter	Nodes	Cost
0	23	90
0	28	90
1	49	87
2	74	87
3	115	87
4	169	87
5	298	87
6	474	87
7	647	87
8	770	87
9	826	87
10	832	87
11	836	87
12	842	87
13	846	87
0	846	84

Iter	Nodes	Cost
0	12	34
0	15	33
1	27	30
2	49	27
3	94	27
4	145	27
5	257	27
6	395	27
7	560	27
8	631	27
9	641	27
0	641	26

Iter	Nodes	Cost
0	6	18
0	9	18
1	13	18
2	24	18
3	48	18
4	84	18
5	130	18
6	220	18
7	370	18
8	584	18
9	669	18
10	691	18
0	691	17

Iter	Nodes	Cost
0	17	70
0	27	70
1	45	66
2	73	66
3	117	66
4	197	66
5	321	66
6	483	66
7	605	66
8	624	66
0	624	66

Iter	Nodes	Cost
0	23	90
0	28	90
1	49	87
2	74	87
3	115	87
4	169	87
5	298	87
6	474	87
7	647	87
8	770	87
9	826	87
10	832	87
11	836	87
12	842	87
13	846	87
0	846	84

Iter	Nodes	Cost
0	12	34
0	15	33
1	27	30
2	49	27
3	94	27
4	145	27
5	257	27
6	395	27
7	560	27
8	631	27
9	641	27
0	641	26

start0.0ms (0%)

analyze0.0ms (0%)

sample776.0ms (17.4%)

explain98.0ms (2.2%)

preprocess81.0ms (1.8%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify19.0ms (0.4%)

localize58.0ms (1.3%)

series5.0ms (0.1%)

simplify220.0ms (4.9%)

rewrite284.0ms (6.4%)

eval37.0ms (0.8%)

prune4.0ms (0.1%)

simplify20.0ms (0.5%)

localize62.0ms (1.4%)

series10.0ms (0.2%)

simplify146.0ms (3.3%)

rewrite214.0ms (4.8%)

eval127.0ms (2.8%)

prune8.0ms (0.2%)

simplify36.0ms (0.8%)

localize43.0ms (1%)

series8.0ms (0.2%)

simplify128.0ms (2.9%)

rewrite285.0ms (6.4%)

eval43.0ms (1%)

prune4.0ms (0.1%)

simplify22.0ms (0.5%)

localize24.0ms (0.5%)

series4.0ms (0.1%)

simplify127.0ms (2.8%)

rewrite201.0ms (4.5%)

eval38.0ms (0.8%)

prune11.0ms (0.2%)

regimes14.0ms (0.3%)

regimes14.0ms (0.3%)

regimes5.0ms (0.1%)

regimes10.0ms (0.2%)

regimes2.0ms (0%)

regimes5.0ms (0.1%)

bsearch29.0ms (0.7%)

bsearch49.0ms (1.1%)

bsearch73.0ms (1.6%)

bsearch17.0ms (0.4%)

simplify43.0ms (1%)

soundness979.0ms (21.9%)

preprocess81.0ms (1.8%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	6	18
0	9	18
1	13	18
2	24	18
3	48	18
4	84	18
5	130	18
6	220	18
7	370	18
8	584	18
9	669	18
10	691	18
0	691	17

Iter	Nodes	Cost
0	17	70
0	27	70
1	45	66
2	73	66
3	117	66
4	197	66
5	321	66
6	483	66
7	605	66
8	624	66
0	624	66

Iter	Nodes	Cost
0	23	90
0	28	90
1	49	87
2	74	87
3	115	87
4	169	87
5	298	87
6	474	87
7	647	87
8	770	87
9	826	87
10	832	87
11	836	87
12	842	87
13	846	87
0	846	84

Iter	Nodes	Cost
0	12	34
0	15	33
1	27	30
2	49	27
3	94	27
4	145	27
5	257	27
6	395	27
7	560	27
8	631	27
9	641	27
0	641	26