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

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze0.0ms (0%)

Memory

1.0MiB live, 1.0MiB 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)

sample671.0ms (12.2%)

Memory

-0.7MiB live, 897.4MiB allocated

Samples

374.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 165.0ms

ival-mult: 65.0ms (39.4% of total)

ival-sub: 53.0ms (32.1% of total)

ival-add: 38.0ms (23% of total)

ival-true: 6.0ms (3.6% of total)

ival-assert: 3.0ms (1.8% of total)

Bogosity

explain130.0ms (2.4%)

Memory

-5.6MiB live, 91.5MiB 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

80.0ms

512×

valid

Compiler

Compiled 47 to 22 computations (53.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 67.0ms

ival-mult: 61.0ms (91.2% of total)

ival-sub: 3.0ms (4.5% of total)

ival-add: 2.0ms (3% of total)

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

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

preprocess96.0ms (1.7%)

Memory

16.2MiB live, 55.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	27	72
1	68	63
2	207	63
3	739	63
4	1419	63
5	2130	63
6	2436	63
7	2499	63
8	2499	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	392	7
8	617	7
9	707	7
10	733	7
0	733	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

0.6MiB live, 0.6MiB 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)

simplify40.0ms (0.7%)

Memory

-18.1MiB live, 18.9MiB 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	1	(+.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	392	18
8	617	18
9	707	18
10	733	18
0	733	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

localize36.0ms (0.6%)

Memory

-17.3MiB live, 24.8MiB allocated

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 y x)
accuracy	0.0078125	(+.f64 x (*.f64 (-.f64 y x) z))
accuracy	0.01171875	(*.f64 (-.f64 y x) z)

Samples

11.0ms

256×

valid

Compiler

Compiled 20 to 8 computations (60% saved)

Precisions

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

ival-mult: 2.0ms (44.3% of total)

ival-sub: 1.0ms (22.2% of total)

ival-add: 1.0ms (22.2% of total)

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

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

series5.0ms (0.1%)

Memory

4.0MiB live, 4.0MiB 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))

simplify153.0ms (2.8%)

Memory

28.4MiB live, 139.0MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	73	185
1	243	137
2	756	137
3	2167	137
4	4542	137
5	6499	137
6	7642	137
0	8073	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)

rewrite198.0ms (3.6%)

Memory

-17.4MiB live, 223.7MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	6	15
0	9	15
1	36	15
2	286	15
3	3850	15
0	10927	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))

eval28.0ms (0.5%)

Memory: 23.4MiB live, 61.2MiB allocated
Compiler: Compiled 6 918 to 970 computations (86% saved)

prune5.0ms (0.1%)

Memory

-21.6MiB live, 17.1MiB 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)
▶	100.0%	(fma.f64 z y (fma.f64 (neg.f64 x) z x))
▶	57.4%	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
▶	45.7%	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Compiler

Compiled 38 to 29 computations (23.7% saved)

simplify19.0ms (0.4%)

Memory

30.5MiB live, 30.5MiB 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	2	(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	74	66
3	119	66
4	199	66
5	327	66
6	496	66
7	642	66
8	676	66
0	676	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

localize65.0ms (1.2%)

Memory

-10.2MiB live, 81.6MiB allocated

Localize:

Found 10 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 y x)
accuracy	0.0078125	(fma.f64 (-.f64 y x) z x)
accuracy	0.0	(fma.f64 (neg.f64 x) z x)
accuracy	0.0	(fma.f64 z y (fma.f64 (neg.f64 x) z x))
accuracy	0.0	(neg.f64 x)
accuracy	0.0	(-.f64 #s(literal 1 binary64) z)
accuracy	0.0	(*.f64 (-.f64 #s(literal 1 binary64) z) x)
accuracy	27.26284506547438	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
accuracy	0.0	(*.f64 z y)
accuracy	34.75842653199576	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Samples

46.0ms

256×

valid

Compiler

Compiled 66 to 17 computations (74.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 35.0ms

ival-mult: 26.0ms (74.9% of total)

ival-add: 4.0ms (11.5% of total)

ival-sub: 3.0ms (8.6% of total)

ival-neg: 1.0ms (2.9% of total)

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

exact: 0.0ms (0% of total)

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

series11.0ms (0.2%)

Memory

-19.9MiB live, 18.9MiB 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	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))
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	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))

simplify100.0ms (1.8%)

Memory

1.4MiB live, 120.4MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	90	194
1	295	170
2	849	170
3	2243	170
4	5069	170
5	7522	170
0	8067	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)

rewrite237.0ms (4.3%)

Memory

-3.8MiB live, 226.5MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	17	59
0	27	59
1	110	55
2	874	55
0	8400	55

Stop Event

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

Counts

10 → 478

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

eval53.0ms (1%)

Memory: 18.3MiB live, 65.7MiB allocated
Compiler: Compiled 7 961 to 1 067 computations (86.6% saved)

prune30.0ms (0.5%)

Memory

-20.7MiB live, 18.5MiB allocated

Pruning

7 alts after pruning (3 fresh and 4 done)

	Pruned	Kept	Total
New	300	3	303
Fresh	0	0	0
Picked	0	4	4
Done	0	0	0
Total	300	7	307

Accuracy

100.0%

Counts

307 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	100.0%	(fma.f64 (-.f64 y x) z x)
✓	100.0%	(fma.f64 z y (fma.f64 (neg.f64 x) z x))
▶	65.4%	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (*.f64 z (-.f64 y x)))
✓	57.4%	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
▶	23.5%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x))
▶	36.0%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))
✓	45.7%	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Compiler

Compiled 85 to 64 computations (24.7% saved)

simplify34.0ms (0.6%)

Memory

26.0MiB live, 26.0MiB 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	302	87
6	483	87
7	681	87
8	839	87
9	900	87
10	906	87
11	910	87
12	916	87
13	920	87
0	920	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

localize53.0ms (1%)

Memory

2.2MiB live, 39.2MiB allocated

Localize:

Found 10 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 y x)
accuracy	0.01171875	(*.f64 z (-.f64 y x))
accuracy	22.15865092563604	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (*.f64 z (-.f64 y x)))
accuracy	0.0	(*.f64 #s(approx (- 1 z) (neg.f64 z)) x)
accuracy	0.0	(neg.f64 z)
accuracy	27.26284506547438	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x))
accuracy	32.59607094480279	#s(approx (- 1 z) (neg.f64 z))
accuracy	0.0	(*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)
accuracy	27.26284506547438	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))
accuracy	30.535404096893195	#s(approx (- 1 z) #s(literal 1 binary64))

Samples

41.0ms

256×

valid

Compiler

Compiled 59 to 18 computations (69.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 16.0ms

ival-mult: 8.0ms (50.2% of total)

ival-sub: 3.0ms (18.8% of total)

ival-add: 3.0ms (18.8% of total)

ival-neg: 2.0ms (12.6% of total)

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

exact: 0.0ms (0% of total)

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

series19.0ms (0.3%)

Memory

-28.5MiB live, 8.4MiB 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
14.0ms	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))
1.0ms	y	@	-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))

simplify152.0ms (2.7%)

Memory

8.8MiB live, 86.4MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	98	219
1	331	195
2	984	195
3	2509	195
4	5218	195
5	7725	195
0	8018	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)

rewrite221.0ms (4%)

Memory

22.9MiB live, 181.5MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	23	83
0	28	83
1	106	80
2	792	80
0	8443	77

Stop Event

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

Counts

10 → 115

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 (/.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))

eval18.0ms (0.3%)

Memory: -13.6MiB live, 23.4MiB allocated
Compiler: Compiled 3 420 to 516 computations (84.9% saved)

prune4.0ms (0.1%)

Memory

10.0MiB live, 10.0MiB allocated

Pruning

7 alts after pruning (1 fresh and 6 done)

	Pruned	Kept	Total
New	126	1	127
Fresh	0	0	0
Picked	0	3	3
Done	1	3	4
Total	127	7	134

Accuracy

100.0%

Counts

134 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	100.0%	(fma.f64 (-.f64 y x) z x)
▶	65.4%	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (fma.f64 z y (*.f64 (neg.f64 x) z)))
✓	65.4%	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (*.f64 z (-.f64 y x)))
✓	57.4%	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
✓	23.5%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x))
✓	36.0%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))
✓	45.7%	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Compiler

Compiled 95 to 70 computations (26.3% saved)

simplify38.0ms (0.7%)

Memory

-16.6MiB live, 20.8MiB 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	2	(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	260	27
6	402	27
7	585	27
8	681	27
9	692	27
0	692	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

localize21.0ms (0.4%)

Memory

27.0MiB live, 27.0MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0	(fma.f64 z y (*.f64 (neg.f64 x) z))
accuracy	0.0	(*.f64 (neg.f64 x) z)
accuracy	0.0	(neg.f64 x)
accuracy	22.15865092563604	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (fma.f64 z y (*.f64 (neg.f64 x) z)))

Samples

15.0ms

256×

valid

Compiler

Compiled 29 to 11 computations (62.1% saved)

Precisions

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

ival-mult: 4.0ms (50.8% of total)

ival-add: 3.0ms (38.1% of total)

ival-neg: 1.0ms (12.7% of total)

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

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

series4.0ms (0.1%)

Memory

6.2MiB live, 6.2MiB 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))
0.0ms	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))

simplify114.0ms (2.1%)

Memory

-7.5MiB live, 72.9MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	63	160
1	220	123
2	658	123
3	1788	123
4	4623	123
5	7107	123
0	8227	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)

rewrite428.0ms (7.8%)

Memory

-13.2MiB live, 181.5MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	31
0	15	30
1	60	27
2	510	24
3	7943	24
0	8453	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))) (neg.f64 (pow.f64 (.f64 (.f64 (*.f64 x z) y) z) #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))) (neg.f64 (pow.f64 (.f64 (.f64 (.f64 x z) y) 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 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))) (neg.f64 (pow.f64 (.f64 (.f64 (*.f64 x z) y) z) #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))

eval16.0ms (0.3%)

Memory: -3.8MiB live, 33.6MiB allocated
Compiler: Compiled 4 043 to 498 computations (87.7% saved)

prune5.0ms (0.1%)

Memory

14.8MiB live, 14.8MiB 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)
✓	65.4%	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (fma.f64 z y (*.f64 (neg.f64 x) z)))
✓	65.4%	#s(approx (+ (* z y) (+ (* (neg x) z) x)) (*.f64 z (-.f64 y x)))
✓	57.4%	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
✓	23.5%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x))
✓	36.0%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))
✓	45.7%	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Compiler

Compiled 205 to 108 computations (47.3% saved)

regimes55.0ms (1%)

Memory

-22.5MiB live, 34.3MiB 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 z y (fma.f64 (neg.f64 x) z x))

Calls

4 calls:

45.0ms	x
3.0ms	y
3.0ms	z
3.0ms	(+.f64 x (*.f64 (-.f64 y x) z))

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)

regimes12.0ms (0.2%)

Memory

21.5MiB live, 21.5MiB allocated

Counts

8 → 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)))

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

Calls

4 calls:

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

regimes35.0ms (0.6%)

Memory

-19.7MiB live, 18.8MiB 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 (+ (* 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))

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

Calls

4 calls:

28.0ms	z
2.0ms	y
2.0ms	x
2.0ms	(+.f64 x (*.f64 (-.f64 y x) z))

Results

Accuracy	Segments	Branch
83.3%	3	`x`
80.2%	3	`y`
85.7%	3	`z`
71.2%	3	`(+.f64 x (*.f64 (-.f64 y x) z))`

Compiler

Compiled 10 to 15 computations (-50% saved)

regimes4.0ms (0.1%)

Memory

8.1MiB live, 8.1MiB 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
80.8%	3	`x`
68.4%	3	`z`

Compiler

Compiled 2 to 6 computations (-200% saved)

regimes7.0ms (0.1%)

Memory

14.7MiB live, 14.7MiB allocated

Counts

3 → 4

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 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 z y))

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
67.7%	4	`z`
51.3%	3	`(+.f64 x (*.f64 (-.f64 y x) z))`
60.4%	3	`y`
63.4%	4	`x`

Compiler

Compiled 10 to 15 computations (-50% saved)

regimes9.0ms (0.2%)

Memory

-35.9MiB live, 3.5MiB 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:

1.0ms

Results

Accuracy	Segments	Branch
65.6%	3	`z`

Compiler

Compiled 1 to 3 computations (-200% saved)

regimes5.0ms (0.1%)

Memory

14.2MiB live, 14.2MiB 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	(+.f64 x (*.f64 (-.f64 y x) z))
1.0ms	x
1.0ms	y

Results

Accuracy	Segments	Branch
45.7%	1	`(+.f64 x (*.f64 (-.f64 y x) z))`
45.7%	1	`y`
45.7%	1	`x`
45.7%	1	`z`

Compiler

Compiled 10 to 15 computations (-50% saved)

bsearch26.0ms (0.5%)

Memory

13.4MiB live, 49.9MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
14.0ms	8.368545344958682e-8	8.205009345826882
10.0ms	-8.1162851735359055e-143	-1.8252883291861444e-145

Samples

14.0ms

272×

valid

Compiler

Compiled 503 to 403 computations (19.9% saved)

Precisions

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

ival-sub: 2.0ms (41% of total)

ival-mult: 2.0ms (41% of total)

ival-add: 1.0ms (20.5% of total)

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

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

bsearch71.0ms (1.3%)

Memory

-13.7MiB live, 28.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
66.0ms	1.418812093328219e-211	3.2600602632616276e-208
4.0ms	-1.7454226106441719e-10	-1.2363798729066344e-10

Samples

63.0ms

176×

valid

Compiler

Compiled 274 to 232 computations (15.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 59.0ms

ival-sub: 57.0ms (96% of total)

ival-add: 1.0ms (1.7% of total)

ival-mult: 1.0ms (1.7% of total)

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

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

bsearch41.0ms (0.8%)

Memory

20.7MiB live, 59.1MiB allocated

Algorithm

3×	binary-search

Stop Event

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

Steps

Time	Left	Right
9.0ms	1.9761931601241948e+77	1.458213577034708e+80
18.0ms	8.368545344958682e-8	8.205009345826882
11.0ms	-5.885304464019203e-133	-3.401134379099972e-138

Samples

25.0ms

384×

valid

Compiler

Compiled 739 to 620 computations (16.1% saved)

Precisions

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

ival-sub: 2.0ms (29.9% of total)

ival-add: 2.0ms (29.9% of total)

ival-mult: 2.0ms (29.9% of total)

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

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

bsearch14.0ms (0.3%)

Memory

-14.7MiB live, 23.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
12.0ms	8.368545344958682e-8	8.205009345826882
1.0ms	-5.885304464019203e-133	-3.401134379099972e-138

Samples

5.0ms

128×

valid

Compiler

Compiled 478 to 408 computations (14.6% saved)

Precisions

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

ival-sub: 1.0ms (43.9% of total)

ival-add: 1.0ms (43.9% of total)

ival-mult: 1.0ms (43.9% of total)

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

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

simplify104.0ms (1.9%)

Memory

4.9MiB live, 43.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	56	196
1	90	193
2	116	193
3	162	193
4	220	193
5	399	193
6	2091	193
7	5218	193
8	7962	193

Stop Event

1×	node limit

Calls

Call 1

Inputs
(fma.f64 z y (fma.f64 (neg.f64 x) z x))
(fma.f64 (-.f64 y x) z x)
(if (<=.f64 z #s(literal -7688573379346283/219673525124179510879420825570604582952621929604585773100622830693937381868724993667921908501166545759273481964527387457187903615990932602002368905315681828864 binary64)) #s(approx (+ (* z y) (+ (* (neg x) z) x)) (.f64 z (-.f64 y x))) (if (<=.f64 z #s(literal 8070450532247929/4611686018427387904 binary64)) #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)))))
(if (<=.f64 x #s(literal -5029131409596857/38685626227668133590597632 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 (-.f64 #s(literal 1 binary64) z) x)) (if (<=.f64 x #s(literal 3701491575958035/11567161174868858867503549817670155728287145622944061541103214308813593929159469055614459580396462067592797657080971249983993023962637889321478361450442531251940540790713205229865500968930113649556510144425306236378050199552 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 -7227646462234681/104748499452676539840422070298483172870932545473378073263465323779076281484949585756264642954428933028828373892081922272294952209468332577706512882860032 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal 1 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)) (if (<=.f64 z #s(literal 560000000000000000642666609563218561255944201381929682444359833429616608935936 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) (neg.f64 z)) x)) #s(approx (+ x ( (- y x) z)) (*.f64 z y)))))
(if (<=.f64 z #s(literal -7227646462234681/104748499452676539840422070298483172870932545473378073263465323779076281484949585756264642954428933028828373892081922272294952209468332577706512882860032 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal 6422418416702717/75557863725914323419136 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 z y (fma.f64 (neg.f64 x) z x))
(fma.f64 (-.f64 y x) z x)
(if (<=.f64 z #s(literal -7688573379346283/219673525124179510879420825570604582952621929604585773100622830693937381868724993667921908501166545759273481964527387457187903615990932602002368905315681828864 binary64)) #s(approx (+ (* z y) (+ (* (neg x) z) x)) (.f64 z (-.f64 y x))) (if (<=.f64 z #s(literal 8070450532247929/4611686018427387904 binary64)) #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)))))
(if (or (<=.f64 z #s(literal -7688573379346283/219673525124179510879420825570604582952621929604585773100622830693937381868724993667921908501166545759273481964527387457187903615990932602002368905315681828864 binary64)) (not (<=.f64 z #s(literal 8070450532247929/4611686018427387904 binary64)))) #s(approx (+ (* z y) (+ (* (neg x) z) x)) (.f64 z (-.f64 y x))) #s(approx (+ ( z y) (+ (* (neg x) z) x)) (*.f64 (-.f64 #s(literal 1 binary64) z) x)))
(if (<=.f64 x #s(literal -5029131409596857/38685626227668133590597632 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 (-.f64 #s(literal 1 binary64) z) x)) (if (<=.f64 x #s(literal 3701491575958035/11567161174868858867503549817670155728287145622944061541103214308813593929159469055614459580396462067592797657080971249983993023962637889321478361450442531251940540790713205229865500968930113649556510144425306236378050199552 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 (or (<=.f64 x #s(literal -5029131409596857/38685626227668133590597632 binary64)) (not (<=.f64 x #s(literal 3701491575958035/11567161174868858867503549817670155728287145622944061541103214308813593929159469055614459580396462067592797657080971249983993023962637889321478361450442531251940540790713205229865500968930113649556510144425306236378050199552 binary64)))) #s(approx (+ (* z y) (+ (* (neg x) z) x)) (.f64 (-.f64 #s(literal 1 binary64) z) x)) #s(approx (+ ( z y) (+ (* (neg x) z) x)) (*.f64 z y)))
(if (<=.f64 z #s(literal -7227646462234681/104748499452676539840422070298483172870932545473378073263465323779076281484949585756264642954428933028828373892081922272294952209468332577706512882860032 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal 1 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)) (if (<=.f64 z #s(literal 560000000000000000642666609563218561255944201381929682444359833429616608935936 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) (neg.f64 z)) x)) #s(approx (+ x ( (- y x) z)) (*.f64 z y)))))
(if (<=.f64 z #s(literal -7227646462234681/104748499452676539840422070298483172870932545473378073263465323779076281484949585756264642954428933028828373892081922272294952209468332577706512882860032 binary64)) #s(approx (+ (* z y) (+ (* (neg x) z) x)) (.f64 z y)) (if (<=.f64 z #s(literal 1 binary64)) #s(approx (+ ( z y) (+ (* (neg x) z) x)) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)) (if (<=.f64 z #s(literal 560000000000000000642666609563218561255944201381929682444359833429616608935936 binary64)) #s(approx (+ ( z y) (+ (* (neg x) z) x)) (.f64 #s(approx (- 1 z) (neg.f64 z)) x)) #s(approx (+ ( z y) (+ (* (neg x) z) x)) (*.f64 z y)))))
(if (<=.f64 z #s(literal -7227646462234681/104748499452676539840422070298483172870932545473378073263465323779076281484949585756264642954428933028828373892081922272294952209468332577706512882860032 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal 6422418416702717/75557863725914323419136 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))))
(if (or (<=.f64 z #s(literal -7227646462234681/104748499452676539840422070298483172870932545473378073263465323779076281484949585756264642954428933028828373892081922272294952209468332577706512882860032 binary64)) (not (<=.f64 z #s(literal 6422418416702717/75557863725914323419136 binary64)))) #s(approx (+ (* z y) (+ (* (neg x) z) x)) (.f64 z y)) #s(approx (+ ( z y) (+ (* (neg x) z) x)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)))
#s(approx (+ x (* (- y x) z)) (*.f64 z y))
#s(approx (+ (* z y) (+ (* (neg x) z) x)) (*.f64 z y))

soundness1.9s (34.2%)

Memory

7.9MiB live, 487.5MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	6	15
0	9	15
1	36	15
2	286	15
3	3850	15
0	10927	14
0	73	185
1	243	137
2	756	137
3	2167	137
4	4542	137
5	6499	137
6	7642	137
0	8073	128
0	90	194
1	295	170
2	849	170
3	2243	170
4	5069	170
5	7522	170
0	8067	158

Stop Event

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

Compiler

Compiled 333 to 154 computations (53.8% saved)

preprocess242.0ms (4.4%)

Memory: -9.4MiB live, 108.2MiB allocated
Compiler: Compiled 466 to 126 computations (73% 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	392	18
8	617	18
9	707	18
10	733	18
0	733	17

Iter	Nodes	Cost
0	17	70
0	27	70
1	45	66
2	74	66
3	119	66
4	199	66
5	327	66
6	496	66
7	642	66
8	676	66
0	676	66

Iter	Nodes	Cost
0	23	90
0	28	90
1	49	87
2	74	87
3	115	87
4	169	87
5	302	87
6	483	87
7	681	87
8	839	87
9	900	87
10	906	87
11	910	87
12	916	87
13	920	87
0	920	84

Iter	Nodes	Cost
0	12	34
0	15	33
1	27	30
2	49	27
3	94	27
4	145	27
5	260	27
6	402	27
7	585	27
8	681	27
9	692	27
0	692	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	392	18
8	617	18
9	707	18
10	733	18
0	733	17

Iter	Nodes	Cost
0	17	70
0	27	70
1	45	66
2	74	66
3	119	66
4	199	66
5	327	66
6	496	66
7	642	66
8	676	66
0	676	66

Iter	Nodes	Cost
0	23	90
0	28	90
1	49	87
2	74	87
3	115	87
4	169	87
5	302	87
6	483	87
7	681	87
8	839	87
9	900	87
10	906	87
11	910	87
12	916	87
13	920	87
0	920	84

Iter	Nodes	Cost
0	12	34
0	15	33
1	27	30
2	49	27
3	94	27
4	145	27
5	260	27
6	402	27
7	585	27
8	681	27
9	692	27
0	692	26

start0.0ms (0%)

analyze0.0ms (0%)

sample671.0ms (12.2%)

explain130.0ms (2.4%)

preprocess96.0ms (1.7%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify40.0ms (0.7%)

localize36.0ms (0.6%)

series5.0ms (0.1%)

simplify153.0ms (2.8%)

rewrite198.0ms (3.6%)

eval28.0ms (0.5%)

prune5.0ms (0.1%)

simplify19.0ms (0.4%)

localize65.0ms (1.2%)

series11.0ms (0.2%)

simplify100.0ms (1.8%)

rewrite237.0ms (4.3%)

eval53.0ms (1%)

prune30.0ms (0.5%)

simplify34.0ms (0.6%)

localize53.0ms (1%)

series19.0ms (0.3%)

simplify152.0ms (2.7%)

rewrite221.0ms (4%)

eval18.0ms (0.3%)

prune4.0ms (0.1%)

simplify38.0ms (0.7%)

localize21.0ms (0.4%)

series4.0ms (0.1%)

simplify114.0ms (2.1%)

rewrite428.0ms (7.8%)

eval16.0ms (0.3%)

prune5.0ms (0.1%)

regimes55.0ms (1%)

regimes12.0ms (0.2%)

regimes35.0ms (0.6%)

regimes4.0ms (0.1%)

regimes7.0ms (0.1%)

regimes9.0ms (0.2%)

regimes5.0ms (0.1%)

bsearch26.0ms (0.5%)

bsearch71.0ms (1.3%)

bsearch41.0ms (0.8%)

bsearch14.0ms (0.3%)

simplify104.0ms (1.9%)

soundness1.9s (34.2%)

preprocess242.0ms (4.4%)

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	392	18
8	617	18
9	707	18
10	733	18
0	733	17

Iter	Nodes	Cost
0	17	70
0	27	70
1	45	66
2	74	66
3	119	66
4	199	66
5	327	66
6	496	66
7	642	66
8	676	66
0	676	66

Iter	Nodes	Cost
0	23	90
0	28	90
1	49	87
2	74	87
3	115	87
4	169	87
5	302	87
6	483	87
7	681	87
8	839	87
9	900	87
10	906	87
11	910	87
12	916	87
13	920	87
0	920	84

Iter	Nodes	Cost
0	12	34
0	15	33
1	27	30
2	49	27
3	94	27
4	145	27
5	260	27
6	402	27
7	585	27
8	681	27
9	692	27
0	692	26