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

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze0.0ms (0%)

Memory

0.2MiB live, 0.2MiB 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)

sample628.0ms (13.6%)

Memory

28.3MiB live, 1 055.3MiB allocated

Samples

423.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 210.0ms

ival-mult: 95.0ms (45.2% of total)

ival-add: 57.0ms (27.1% of total)

ival-sub: 48.0ms (22.9% of total)

ival-true: 7.0ms (3.3% of total)

ival-assert: 3.0ms (1.4% of total)

Bogosity

explain66.0ms (1.4%)

Memory

-22.7MiB live, 103.0MiB allocated

FPErrors

Click to see full error table

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

Confusion

	Predicted +	Predicted -
+	0	0
-	0	256

Precision

0/0

Recall

0/0

Confusion?

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

Precision?

0/0

Recall?

0/0

Freqs

test

number	freq
0	256

Total Confusion?

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

Precision?

0/0

Recall?

0/0

Samples

25.0ms

512×

valid

Compiler

Compiled 47 to 22 computations (53.2% saved)

Precisions

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

ival-mult: 7.0ms (55.9% of total)

ival-sub: 3.0ms (24% of total)

ival-add: 2.0ms (16% of total)

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

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

preprocess80.0ms (1.7%)

Memory

29.6MiB live, 67.2MiB 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

0.5MiB live, 0.5MiB 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)

simplify25.0ms (0.5%)

Memory

-19.8MiB live, 17.7MiB 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

localize15.0ms (0.3%)

Memory

15.0MiB live, 15.0MiB allocated

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 y x)
accuracy	0.00390625	(*.f64 (-.f64 y x) z)
accuracy	0.009070031620653759	(+.f64 x (*.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 (44.1% of total)

ival-sub: 1.0ms (22% of total)

ival-add: 1.0ms (22% of total)

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

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

series5.0ms (0.1%)

Memory

5.1MiB live, 5.1MiB allocated

Counts

3 → 29

Calls

Call 1

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

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

Calls

9 calls:

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

simplify135.0ms (2.9%)

Memory

-4.7MiB live, 70.0MiB 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)

rewrite245.0ms (5.3%)

Memory

-7.6MiB live, 189.1MiB 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))

eval49.0ms (1.1%)

Memory: -2.2MiB live, 84.3MiB allocated
Compiler: Compiled 6 918 to 970 computations (86% saved)

prune4.0ms (0.1%)

Memory

15.2MiB live, 15.2MiB allocated

Pruning

3 alts after pruning (3 fresh and 0 done)

	Pruned	Kept	Total
New	262	3	265
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	263	3	266

Accuracy

100.0%

Counts

266 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	100.0%	(fma.f64 (-.f64 y x) z x)
▶	58.7%	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
▶	45.5%	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Compiler

Compiled 30 to 23 computations (23.3% saved)

simplify23.0ms (0.5%)

Memory

-18.1MiB live, 21.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 7 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(-.f64 y x)
cost-diff	0	(fma.f64 (-.f64 y 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: 0 (0.0ms)

Iter	Nodes	Cost
0	14	52
0	20	50
1	29	50
2	46	50
3	83	50
4	147	50
5	209	50
6	335	50
7	567	50
8	756	50
9	784	50
10	784	50
0	784	50

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

localize44.0ms (0.9%)

Memory

8.7MiB live, 47.9MiB allocated

Localize:

Found 7 expressions of interest:

New	Metric	Score
accuracy	0.0	(fma.f64 (-.f64 y x) z x)
accuracy	0.0	(-.f64 y x)
accuracy	0.0	(-.f64 #s(literal 1 binary64) z)
accuracy	0.01171875	(*.f64 (-.f64 #s(literal 1 binary64) z) x)
accuracy	26.409024185154383	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
accuracy	0.0	(*.f64 z y)
accuracy	34.899302009288355	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Samples

37.0ms

256×

valid

Compiler

Compiled 45 to 13 computations (71.1% saved)

Precisions

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

ival-mult: 5.0ms (50.3% of total)

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

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

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

exact: 0.0ms (0% of total)

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

series6.0ms (0.1%)

Memory

7.6MiB live, 7.6MiB allocated

Counts

7 → 32

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

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

Calls

9 calls:

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

simplify128.0ms (2.8%)

Memory

-6.5MiB live, 83.5MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	78	157
1	247	139
2	720	139
3	2002	139
4	4831	139
5	7292	139
0	8384	130

Stop Event

1×	iter limit
1×	node limit

Counts

32 → 30

Calls

Call 1

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

rewrite163.0ms (3.5%)

Memory

-0.4MiB live, 110.7MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	14	44
0	20	42
1	72	42
2	505	42
3	6218	42
0	8481	42

Stop Event

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

Counts

7 → 298

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

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

eval98.0ms (2.1%)

Memory: -16.2MiB live, 65.7MiB allocated
Compiler: Compiled 7 667 to 1 008 computations (86.9% saved)

prune6.0ms (0.1%)

Memory

16.3MiB live, 16.4MiB allocated

Pruning

6 alts after pruning (3 fresh and 3 done)

	Pruned	Kept	Total
New	304	3	307
Fresh	0	0	0
Picked	0	3	3
Done	0	0	0
Total	304	6	310

Accuracy

100.0%

Counts

310 → 6

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	100.0%	(fma.f64 (-.f64 y x) z x)
✓	58.7%	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
▶	27.9%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x))
▶	33.8%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))
▶	67.9%	#s(approx (+ x (* (- y x) z)) (*.f64 z (-.f64 y x)))
✓	45.5%	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Compiler

Compiled 74 to 56 computations (24.3% saved)

simplify39.0ms (0.8%)

Memory

-13.7MiB live, 24.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 10 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	18	87
0	23	87
1	35	87
2	48	87
3	76	87
4	112	87
5	172	87
6	295	87
7	507	87
8	699	87
9	775	87
10	878	87
11	969	87
12	975	87
13	979	87
14	985	87
15	989	87
0	989	84

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize27.0ms (0.6%)

Memory

31.4MiB live, 31.4MiB allocated

Localize:

Found 10 expressions of interest:

New	Metric	Score
accuracy	0.0	(neg.f64 z)
accuracy	0.01171875	(*.f64 #s(approx (- 1 z) (neg.f64 z)) x)
accuracy	26.409024185154383	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x))
accuracy	30.14933069502834	#s(approx (- 1 z) (neg.f64 z))
accuracy	0.01171875	(*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)
accuracy	26.409024185154383	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))
accuracy	32.81244103262771	#s(approx (- 1 z) #s(literal 1 binary64))
accuracy	0.0	(-.f64 y x)
accuracy	0.00390625	(*.f64 z (-.f64 y x))
accuracy	20.574678203319408	#s(approx (+ x (* (- y x) z)) (*.f64 z (-.f64 y x)))

Samples

19.0ms

256×

valid

Compiler

Compiled 56 to 13 computations (76.8% saved)

Precisions

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

ival-mult: 5.0ms (50.3% of total)

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

ival-add: 1.0ms (10.1% of total)

ival-neg: 1.0ms (10.1% of total)

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

exact: 0.0ms (0% of total)

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

series69.0ms (1.5%)

Memory

-30.9MiB live, 7.5MiB allocated

Counts

10 → 37

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
65.0ms	x	@	inf	((+ x (* (- y x) z)) (* z (- y x)) (- y x) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (neg z))
1.0ms	z	@	inf	((+ x (* (- y x) z)) (* z (- y x)) (- y x) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (neg z))
1.0ms	z	@	-inf	((+ x (* (- y x) z)) (* z (- y x)) (- y x) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (neg z))
1.0ms	x	@	-inf	((+ x (* (- y x) z)) (* z (- y x)) (- y x) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (neg z))
0.0ms	x	@	0	((+ x (* (- y x) z)) (* z (- y x)) (- y x) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (+ x (* (- y x) z)) (* (- 1 z) x) (- 1 z) (neg z))

simplify233.0ms (5.1%)

Memory

36.7MiB live, 112.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	86	200
1	283	164
2	853	164
3	2266	164
4	5013	164
5	7694	164
0	8082	155

Stop Event

1×	iter limit
1×	node limit

Counts

37 → 35

Calls

Call 1

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

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

rewrite240.0ms (5.2%)

Memory

-7.2MiB live, 148.7MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	18	80
0	23	80
1	70	80
2	427	80
3	5090	76
0	8750	73

Stop Event

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

Counts

10 → 187

Calls

Call 1

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

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

eval42.0ms (0.9%)

Memory: 3.3MiB live, 41.0MiB allocated
Compiler: Compiled 4 700 to 746 computations (84.1% saved)

prune7.0ms (0.2%)

Memory

-18.9MiB live, 18.8MiB allocated

Pruning

6 alts after pruning (0 fresh and 6 done)

	Pruned	Kept	Total
New	197	0	197
Fresh	0	0	0
Picked	0	3	3
Done	0	3	3
Total	197	6	203

Accuracy

100.0%

Counts

203 → 6

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	100.0%	(fma.f64 (-.f64 y x) z x)
✓	58.7%	#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))
✓	27.9%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) (neg.f64 z)) x))
✓	33.8%	#s(approx (+ x (* (- y x) z)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x))
✓	67.9%	#s(approx (+ x (* (- y x) z)) (*.f64 z (-.f64 y x)))
✓	45.5%	#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Compiler

Compiled 155 to 83 computations (46.5% saved)

regimes12.0ms (0.3%)

Memory

30.4MiB live, 30.4MiB allocated

Counts

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

regimes28.0ms (0.6%)

Memory

-30.7MiB live, 21.9MiB 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 z (-.f64 y x)))
#s(approx (+ x (* (- y x) z)) (*.f64 (-.f64 #s(literal 1 binary64) z) x))

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

Calls

4 calls:

21.0ms	(+.f64 x (*.f64 (-.f64 y x) z))
2.0ms	y
2.0ms	z
2.0ms	x

Results

Accuracy	Segments	Branch
85.4%	3	`x`
80.2%	3	`y`
87.0%	3	`z`
76.6%	5	`(+.f64 x (*.f64 (-.f64 y x) z))`

Compiler

Compiled 10 to 15 computations (-50% saved)

regimes7.0ms (0.2%)

Memory

12.8MiB live, 12.8MiB allocated

Counts

3 → 5

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) (neg.f64 z)) x))
#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

4 calls:

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

Results

Accuracy	Segments	Branch
54.9%	5	`(+.f64 x (*.f64 (-.f64 y x) z))`
62.0%	4	`y`
62.2%	4	`x`
71.0%	5	`z`

Compiler

Compiled 10 to 15 computations (-50% saved)

regimes2.0ms (0%)

Memory

2.7MiB live, 2.7MiB 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
64.7%	3	`z`

Compiler

Compiled 1 to 3 computations (-200% saved)

regimes35.0ms (0.8%)

Memory

-31.2MiB live, 7.9MiB 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:

31.0ms	y
1.0ms	x
1.0ms	z
1.0ms	(+.f64 x (*.f64 (-.f64 y x) z))

Results

Accuracy	Segments	Branch
45.5%	1	`(+.f64 x (*.f64 (-.f64 y x) z))`
45.5%	1	`y`
45.5%	1	`x`
45.5%	1	`z`

Compiler

Compiled 10 to 15 computations (-50% saved)

bsearch22.0ms (0.5%)

Memory

22.6MiB live, 22.6MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
8.0ms	3.404283245241451e-57	2.26195354573725e-55
12.0ms	-3.804282625636402e-37	-6.124811072741118e-54

Samples

11.0ms

272×

valid

Compiler

Compiled 486 to 403 computations (17.1% saved)

Precisions

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

ival-mult: 2.0ms (40.9% of total)

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

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

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

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

bsearch30.0ms (0.6%)

Memory

15.9MiB live, 54.0MiB allocated

Algorithm

4×	binary-search

Stop Event

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

Steps

Time	Left	Right
1.0ms	3.404283245241451e-57	2.26195354573725e-55
2.0ms	-3.804282625636402e-37	-6.124811072741118e-54
12.0ms	-8.157628140198492e+57	-1.719244100152893e+44
13.0ms	-1.3328105682069945e+199	-1.2202973788387277e+191

Samples

14.0ms

320×

valid

Compiler

Compiled 965 to 804 computations (16.7% saved)

Precisions

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

ival-sub: 4.0ms (51.1% of total)

ival-mult: 2.0ms (25.6% of total)

ival-add: 1.0ms (12.8% of total)

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

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

bsearch3.0ms (0.1%)

Memory

-34.1MiB live, 5.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	3.404283245241451e-57	2.26195354573725e-55
2.0ms	-3.804282625636402e-37	-6.124811072741118e-54

Compiler

Compiled 452 to 386 computations (14.6% saved)

simplify80.0ms (1.7%)

Memory

10.9MiB live, 53.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	37	159
1	55	159
2	71	159
3	102	159
4	144	159
5	207	159
6	394	159
7	2190	159
8	5842	159

Stop Event

1×	node limit

Calls

Call 1

Inputs
(fma.f64 (-.f64 y x) z x)
(if (<=.f64 z #s(literal -2550072580000839/392318858461667547739736838950479151006397215279002157056 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 z (-.f64 y x))) (if (<=.f64 z #s(literal 5521397077432451/110427941548649020598956093796432407239217743554726184882600387580788736 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 (-.f64 y x)))))
(if (<=.f64 z #s(literal -1650000000000000048491477511321878486275338953830485785935948216206386889361753542530190419306457176986079780545334536987490863579352043539102780473362139625061790376166461872949779435421171712 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal -122000000000000002065355857100095552567012593087205605376 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) (neg.f64 z)) x)) (if (<=.f64 z #s(literal -5884782876925013/784637716923335095479473677900958302012794430558004314112 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal 5521397077432451/110427941548649020598956093796432407239217743554726184882600387580788736 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 (<=.f64 z #s(literal -5884782876925013/784637716923335095479473677900958302012794430558004314112 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal 5521397077432451/110427941548649020598956093796432407239217743554726184882600387580788736 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)) #s(approx (+ x ( (- y x) z)) (*.f64 z y))))
#s(approx (+ x (* (- y x) z)) (*.f64 z y))

Outputs
(fma.f64 (-.f64 y x) z x)
(if (<=.f64 z #s(literal -2550072580000839/392318858461667547739736838950479151006397215279002157056 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 z (-.f64 y x))) (if (<=.f64 z #s(literal 5521397077432451/110427941548649020598956093796432407239217743554726184882600387580788736 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 (-.f64 y x)))))
(if (or (<=.f64 z #s(literal -2550072580000839/392318858461667547739736838950479151006397215279002157056 binary64)) (not (<=.f64 z #s(literal 5521397077432451/110427941548649020598956093796432407239217743554726184882600387580788736 binary64)))) #s(approx (+ x (* (- y x) z)) (.f64 z (-.f64 y x))) #s(approx (+ x ( (- y x) z)) (*.f64 #s(approx (- 1 z) #s(literal 1 binary64)) x)))
(if (<=.f64 z #s(literal -1650000000000000048491477511321878486275338953830485785935948216206386889361753542530190419306457176986079780545334536987490863579352043539102780473362139625061790376166461872949779435421171712 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal -122000000000000002065355857100095552567012593087205605376 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) (neg.f64 z)) x)) (if (<=.f64 z #s(literal -5884782876925013/784637716923335095479473677900958302012794430558004314112 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal 5521397077432451/110427941548649020598956093796432407239217743554726184882600387580788736 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 (<=.f64 z #s(literal -1650000000000000048491477511321878486275338953830485785935948216206386889361753542530190419306457176986079780545334536987490863579352043539102780473362139625061790376166461872949779435421171712 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal -122000000000000002065355857100095552567012593087205605376 binary64)) #s(approx (+ x ( (- y x) z)) (.f64 #s(approx (- 1 z) (neg.f64 z)) x)) (if (or (<=.f64 z #s(literal -5884782876925013/784637716923335095479473677900958302012794430558004314112 binary64)) (not (<=.f64 z #s(literal 5521397077432451/110427941548649020598956093796432407239217743554726184882600387580788736 binary64)))) #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)))))
(if (<=.f64 z #s(literal -5884782876925013/784637716923335095479473677900958302012794430558004314112 binary64)) #s(approx (+ x (* (- y x) z)) (.f64 z y)) (if (<=.f64 z #s(literal 5521397077432451/110427941548649020598956093796432407239217743554726184882600387580788736 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 -5884782876925013/784637716923335095479473677900958302012794430558004314112 binary64)) (not (<=.f64 z #s(literal 5521397077432451/110427941548649020598956093796432407239217743554726184882600387580788736 binary64)))) #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))

soundness1.9s (42.2%)

Memory

10.9MiB live, 437.5MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	78	157
1	247	139
2	720	139
3	2002	139
4	4831	139
5	7292	139
0	8384	130
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	6	15
0	9	15
1	36	15
2	286	15
3	3850	15
0	10927	14

Stop Event

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

Compiler

Compiled 242 to 121 computations (50% saved)

preprocess70.0ms (1.5%)

Memory: 5.7MiB live, 135.8MiB allocated
Compiler: Compiled 332 to 90 computations (72.9% 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	14	52
0	20	50
1	29	50
2	46	50
3	83	50
4	147	50
5	209	50
6	335	50
7	567	50
8	756	50
9	784	50
10	784	50
0	784	50

Iter	Nodes	Cost
0	18	87
0	23	87
1	35	87
2	48	87
3	76	87
4	112	87
5	172	87
6	295	87
7	507	87
8	699	87
9	775	87
10	878	87
11	969	87
12	975	87
13	979	87
14	985	87
15	989	87
0	989	84

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	14	52
0	20	50
1	29	50
2	46	50
3	83	50
4	147	50
5	209	50
6	335	50
7	567	50
8	756	50
9	784	50
10	784	50
0	784	50

Iter	Nodes	Cost
0	18	87
0	23	87
1	35	87
2	48	87
3	76	87
4	112	87
5	172	87
6	295	87
7	507	87
8	699	87
9	775	87
10	878	87
11	969	87
12	975	87
13	979	87
14	985	87
15	989	87
0	989	84

start0.0ms (0%)

analyze0.0ms (0%)

sample628.0ms (13.6%)

explain66.0ms (1.4%)

preprocess80.0ms (1.7%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify25.0ms (0.5%)

localize15.0ms (0.3%)

series5.0ms (0.1%)

simplify135.0ms (2.9%)

rewrite245.0ms (5.3%)

eval49.0ms (1.1%)

prune4.0ms (0.1%)

simplify23.0ms (0.5%)

localize44.0ms (0.9%)

series6.0ms (0.1%)

simplify128.0ms (2.8%)

rewrite163.0ms (3.5%)

eval98.0ms (2.1%)

prune6.0ms (0.1%)

simplify39.0ms (0.8%)

localize27.0ms (0.6%)

series69.0ms (1.5%)

simplify233.0ms (5.1%)

rewrite240.0ms (5.2%)

eval42.0ms (0.9%)

prune7.0ms (0.2%)

regimes12.0ms (0.3%)

regimes28.0ms (0.6%)

regimes7.0ms (0.2%)

regimes2.0ms (0%)

regimes35.0ms (0.8%)

bsearch22.0ms (0.5%)

bsearch30.0ms (0.6%)

bsearch3.0ms (0.1%)

simplify80.0ms (1.7%)

soundness1.9s (42.2%)

preprocess70.0ms (1.5%)

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	14	52
0	20	50
1	29	50
2	46	50
3	83	50
4	147	50
5	209	50
6	335	50
7	567	50
8	756	50
9	784	50
10	784	50
0	784	50

Iter	Nodes	Cost
0	18	87
0	23	87
1	35	87
2	48	87
3	76	87
4	112	87
5	172	87
6	295	87
7	507	87
8	699	87
9	775	87
10	878	87
11	969	87
12	975	87
13	979	87
14	985	87
15	989	87
0	989	84