Metrics for Linear.Quaternion:$c/ from linear-1.19.1.3, D

start0.0ms (0%)

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

analyze0.0ms (0%)

Memory

0.2MiB live, 0.2MiB allocated; 0ms collecting garbage

Algorithm

1×

Search

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

Compiler

Compiled 17 to 11 computations (35.3% saved)

sample1.6s (41.4%)

Memory

6.5MiB live, 1 943.5MiB allocated; 370ms collecting garbage

Samples

661.0ms	2 567×	1	valid
575.0ms	5 689×	0	valid

Precisions

Click to see histograms. Total time spent on operations: 850.0ms

ival-mult: 458.0ms (53.9% of total)

ival-sub: 170.0ms (20% of total)

adjust: 120.0ms (14.1% of total)

ival-add: 92.0ms (10.8% of total)

ival-true: 6.0ms (0.7% of total)

ival-assert: 4.0ms (0.5% of total)

Bogosity

explain225.0ms (5.8%)

Memory

5.1MiB live, 237.0MiB allocated; 38ms collecting garbage

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
115	-	-	`(+.f64 (-.f64 (.f64 x y) (.f64 y y)) (*.f64 y y))`
10	-	-	`(-.f64 (.f64 x y) (.f64 y y))`
7	-	-	`(-.f64 (+.f64 (-.f64 (.f64 x y) (.f64 y y)) (.f64 y y)) (.f64 y z))`
0	-	-	`z`
0	-	-	`(*.f64 x y)`
0	-	-	`y`
0	-	-	`(*.f64 y z)`
0	-	-	`(*.f64 y y)`
0	-	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`+.f64`	`(+.f64 (-.f64 (.f64 x y) (.f64 y y)) (*.f64 y y))`	nan-rescue	59	0
↳	`(*.f64 y y)`	overflow	60
↳	`(*.f64 x y)`	overflow	30
↳	`(-.f64 (.f64 x y) (.f64 y y))`	overflow	67
↳	`(*.f64 y y)`	overflow	60
`+.f64`	`(+.f64 (-.f64 (.f64 x y) (.f64 y y)) (*.f64 y y))`	cancellation	23	0
`-.f64`	`(-.f64 (.f64 x y) (.f64 y y))`	nan-rescue	10	0
↳	`(*.f64 x y)`	overflow	30
↳	`(*.f64 y y)`	overflow	60
`-.f64`	`(-.f64 (+.f64 (-.f64 (.f64 x y) (.f64 y y)) (.f64 y y)) (.f64 y z))`	nan-rescue	7	0
↳	`(*.f64 y y)`	overflow	120
↳	`(+.f64 (-.f64 (.f64 x y) (.f64 y y)) (*.f64 y y))`	overflow	30
↳	`(*.f64 x y)`	overflow	30
↳	`(-.f64 (.f64 x y) (.f64 y y))`	overflow	67
↳	`(*.f64 y z)`	overflow	32

Confusion

	Predicted +	Predicted -
+	78	0
-	5	173

Precision

0.9397590361445783

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	78	0	0
-	5	0	173

Precision?

0.9397590361445783

Recall?

1.0

Freqs

test

number	freq
0	173
1	71
2	8
3	4

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

49.0ms	220×	1	valid
40.0ms	288×	0	valid
1.0ms	4×	2	valid

Compiler

Compiled 109 to 31 computations (71.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 49.0ms

ival-sub: 21.0ms (42.6% of total)

ival-mult: 15.0ms (30.4% of total)

adjust: 8.0ms (16.2% of total)

ival-add: 4.0ms (8.1% of total)

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

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

preprocess257.0ms (6.6%)

Memory

-3.6MiB live, 209.4MiB allocated; 123ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 3 (0.0ms)

Iter	Nodes	Cost
0	40	125
1	147	87
2	665	65
3	1954	47
4	7292	47
0	9	15
0	15	13
1	33	9
2	138	7
3	370	5
4	1321	5
5	3344	5
6	6115	5
7	6954	5
8	7018	5
9	7043	5
10	7809	5
0	8899	5

Stop Event

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

Calls

Call 1

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

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

Symmetry

(negabs y)

Compiler

Compiled 15 to 9 computations (40% saved)

eval0.0ms (0%)

Memory: 0.4MiB live, 0.4MiB allocated; 0ms collecting garbage
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory

2.3MiB live, 2.3MiB allocated; 0ms collecting garbage

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	70.2%	(-.f64 (+.f64 (-.f64 (.f64 x y) (.f64 y y)) (.f64 y y)) (.f64 y z))

Compiler

Compiled 15 to 9 computations (40% saved)

simplify163.0ms (4.2%)

Memory

-36.2MiB live, 115.5MiB allocated; 22ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 x y)
cost-diff	2	(-.f64 (.f64 x y) (.f64 y y))
cost-diff	2	(-.f64 (+.f64 (-.f64 (.f64 x y) (.f64 y y)) (.f64 y y)) (.f64 y z))
cost-diff	6	(+.f64 (-.f64 (.f64 x y) (.f64 y y)) (*.f64 y y))

Iterations

Useful iterations: 3 (0.0ms)

Iter	Nodes	Cost
0	9	45
0	15	33
1	33	29
2	138	27
3	370	25
4	1321	25
5	3344	25
6	6115	25
7	6954	25
8	7018	25
9	7043	25
10	7809	25
0	8899	25

Stop Event

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

Calls

Call 1

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

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

localize80.0ms (2%)

Memory

14.8MiB live, 107.5MiB allocated; 5ms collecting garbage

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0	(*.f64 x y)
accuracy	1.7109251149812348	(-.f64 (+.f64 (-.f64 (.f64 x y) (.f64 y y)) (.f64 y y)) (.f64 y z))
accuracy	3.1093543583020584	(-.f64 (.f64 x y) (.f64 y y))
accuracy	26.4306901405385	(+.f64 (-.f64 (.f64 x y) (.f64 y y)) (*.f64 y y))

Samples

62.0ms	110×	1	valid
10.0ms	144×	0	valid
0.0ms	2×	2	valid

Compiler

Compiled 47 to 11 computations (76.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 62.0ms

ival-mult: 33.0ms (53.3% of total)

ival-sub: 22.0ms (35.5% of total)

adjust: 4.0ms (6.5% of total)

ival-add: 2.0ms (3.2% of total)

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

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

series7.0ms (0.2%)

Memory

19.6MiB live, 19.6MiB allocated; 0ms collecting garbage

Counts

4 → 16

Calls

Call 1

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

Outputs
(* x y)
(* -1 (* y z))
(- (* x y) (* y z))
(* -1 (pow y 2))
(- (* x y) (pow y 2))
(* x (+ y (* -1 (/ (* y z) x))))
(* x (+ y (* -1 (/ (pow y 2) x))))
(* -1 (* x (+ (* -1 y) (/ (* y z) x))))
(* -1 (* x (+ (* -1 y) (/ (pow y 2) x))))
(* y (- x z))
(* y (+ x (* -1 y)))
(* (pow y 2) (- (/ x y) 1))
(* -1 (* y (- (* -1 x) (* -1 z))))
(+ (* -1 (* y z)) (* x y))
(* z (- (/ (* x y) z) y))
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -1 y))))

Calls

9 calls:

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

simplify124.0ms (3.2%)

Memory

-25.7MiB live, 121.5MiB allocated; 14ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	48	104
1	149	80
2	416	80
3	1314	80
4	3473	80
5	5137	80
6	7214	80
7	7797	80
0	8038	80

Stop Event

1×	iter limit
1×	node limit

Counts

16 → 16

Calls

Call 1

Inputs
(* x y)
(* -1 (* y z))
(- (* x y) (* y z))
(* -1 (pow y 2))
(- (* x y) (pow y 2))
(* x (+ y (* -1 (/ (* y z) x))))
(* x (+ y (* -1 (/ (pow y 2) x))))
(* -1 (* x (+ (* -1 y) (/ (* y z) x))))
(* -1 (* x (+ (* -1 y) (/ (pow y 2) x))))
(* y (- x z))
(* y (+ x (* -1 y)))
(* (pow y 2) (- (/ x y) 1))
(* -1 (* y (- (* -1 x) (* -1 z))))
(+ (* -1 (* y z)) (* x y))
(* z (- (/ (* x y) z) y))
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -1 y))))

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

rewrite253.0ms (6.4%)

Memory

6.7MiB live, 343.9MiB allocated; 41ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	9	36
0	15	30
1	70	22
2	726	22
0	9117	20

Stop Event

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

Counts

4 → 270

Calls

Call 1

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

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

eval81.0ms (2.1%)

Memory: -12.9MiB live, 79.4MiB allocated; 5ms collecting garbage
Compiler: Compiled 8 639 to 931 computations (89.2% saved)

prune4.0ms (0.1%)

Memory

21.1MiB live, 21.0MiB allocated; 0ms collecting garbage

Pruning

3 alts after pruning (3 fresh and 0 done)

	Pruned	Kept	Total
New	273	3	276
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	274	3	277

Accuracy

100.0%

Counts

277 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	97.2%	(-.f64 #s(approx (+ (- (* x y) (* y y)) (* y y)) (.f64 y x)) (.f64 y z))
▶	100.0%	#s(approx (- (+ (- (* x y) (* y y)) (* y y)) (* y z)) (*.f64 (-.f64 x z) y))
▶	48.1%	#s(approx (- (+ (- (* x y) (* y y)) (* y y)) (* y z)) (*.f64 (neg.f64 z) y))

Status

Accuracy

Program

▶

97.2%

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

▶

100.0%

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

▶

48.1%

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

Compiler

Compiled 60 to 35 computations (41.7% saved)

simplify273.0ms (7%)

Memory

-24.8MiB live, 261.7MiB allocated; 38ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 10 expressions of interest:

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

Iterations

Useful iterations: 3 (0.0ms)

Iter	Nodes	Cost
0	19	103
0	26	95
1	49	79
2	154	71
3	409	67
4	1440	67
5	3611	67
6	6441	67
7	7247	67
8	7325	67
9	7350	67
0	8115	67

Stop Event

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

Calls

Call 1

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

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

localize73.0ms (1.9%)

Memory

10.1MiB live, 100.2MiB allocated; 9ms collecting garbage

Localize:

Found 10 expressions of interest:

New	Metric	Score
accuracy	0.0	(*.f64 y z)
accuracy	0.0	(*.f64 y x)
accuracy	0.0	#s(approx (+ (- (* x y) (* y y)) (* y y)) (*.f64 y x))
accuracy	1.7109251149812348	(-.f64 #s(approx (+ (- (* x y) (* y y)) (* y y)) (.f64 y x)) (.f64 y z))
accuracy	0.0	(-.f64 x z)
accuracy	0.0	#s(approx (- (+ (- (* x y) (* y y)) (* y y)) (* y z)) (*.f64 (-.f64 x z) y))
accuracy	0.00390625	(*.f64 (-.f64 x z) y)
accuracy	0.0	(*.f64 (neg.f64 z) y)
accuracy	0.0	(neg.f64 z)
accuracy	33.200913193973435	#s(approx (- (+ (- (* x y) (* y y)) (* y y)) (* y z)) (*.f64 (neg.f64 z) y))

Samples

34.0ms	110×	1	valid
16.0ms	144×	0	valid
1.0ms	2×	2	valid

Compiler

Compiled 86 to 16 computations (81.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 26.0ms

ival-mult: 12.0ms (46.6% of total)

adjust: 6.0ms (23.3% of total)

ival-sub: 5.0ms (19.4% of total)

ival-add: 2.0ms (7.8% of total)

ival-neg: 1.0ms (3.9% of total)

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

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

series10.0ms (0.2%)

Memory

19.5MiB live, 19.5MiB allocated; 0ms collecting garbage

Counts

10 → 21

Calls

Call 1

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

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

Calls

9 calls:

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

simplify128.0ms (3.3%)

Memory

9.9MiB live, 104.9MiB allocated; 19ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	52	101
1	173	81
2	528	81
3	1540	81
4	2643	81
5	3202	81
6	3994	81
7	4270	81
8	5310	81
9	6422	81
10	7538	81
0	8014	81

Stop Event

1×	iter limit
1×	node limit

Counts

21 → 20

Calls

Call 1

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

Outputs
(* -1 (* y z))
(*.f64 (neg.f64 y) z)
(- (* x y) (* y z))
(*.f64 (-.f64 x z) y)
(+ (* -1 (* y z)) (* x y))
(*.f64 (-.f64 x z) y)
(* -1 z)
(neg.f64 z)
(- x z)
(-.f64 x z)
(* x y)
(*.f64 y x)
(* x (+ y (* -1 (/ (* y z) x))))
(*.f64 (-.f64 x z) y)
x
(* x (+ 1 (* -1 (/ z x))))
(-.f64 x z)
(* -1 (* x (+ (* -1 y) (/ (* y z) x))))
(*.f64 (-.f64 x z) y)
(* -1 (* x (- (/ z x) 1)))
(-.f64 x z)
(* y (- x z))
(*.f64 (-.f64 x z) y)
(* y z)
(*.f64 z y)
(* -1 (* y (- (* -1 x) (* -1 z))))
(*.f64 (-.f64 x z) y)
(+ x (* -1 z))
(-.f64 x z)
(* z (- (/ (* x y) z) y))
(*.f64 (-.f64 x z) y)
(* z (+ (* -1 y) (/ (* x y) z)))
(*.f64 (-.f64 x z) y)
(* z (- (/ x z) 1))
(-.f64 x z)
(* -1 (* z (- (* -1 (/ (* x y) z)) (* -1 y))))
(*.f64 (-.f64 x z) y)
(* -1 (* z (+ y (* -1 (/ (* x y) z)))))
(*.f64 (-.f64 x z) y)
(* -1 (* z (+ 1 (* -1 (/ x z)))))
(-.f64 x z)

rewrite275.0ms (7%)

Memory

-8.0MiB live, 279.3MiB allocated; 51ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	19	95
0	26	87
1	108	71
2	958	71
0	8304	67

Stop Event

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

Counts

10 → 69

Calls

Call 1

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

Outputs
#s(approx (- (+ (- (* x y) (* y y)) (* y y)) (* y z)) (*.f64 (neg.f64 y) z))
(*.f64 (neg.f64 y) z)
(*.f64 (neg.f64 z) y)
(*.f64 z (neg.f64 y))
(*.f64 y (neg.f64 z))
(neg.f64 (*.f64 z y))
(neg.f64 z)
#s(approx (- (+ (- (* x y) (* y y)) (* y y)) (* y z)) (*.f64 (-.f64 x z) y))
(*.f64 (-.f64 x z) y)
(*.f64 y (-.f64 x z))
(/.f64 (neg.f64 (.f64 (.f64 (+.f64 z x) (-.f64 x z)) y)) (neg.f64 (+.f64 z x)))
(/.f64 (neg.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64))) y)) (neg.f64 (fma.f64 z (+.f64 z x) (.f64 x x))))
(/.f64 (neg.f64 (.f64 y (.f64 (+.f64 z x) (-.f64 x z)))) (neg.f64 (+.f64 z x)))
(/.f64 (neg.f64 (.f64 y (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64))))) (neg.f64 (fma.f64 z (+.f64 z x) (.f64 x x))))
(/.f64 (.f64 (.f64 (+.f64 z x) (-.f64 x z)) y) (+.f64 z x))
(/.f64 (.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64))) y) (fma.f64 z (+.f64 z x) (.f64 x x)))
(/.f64 (.f64 y (.f64 (+.f64 z x) (-.f64 x z))) (+.f64 z x))
(/.f64 (.f64 y (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64)))) (fma.f64 z (+.f64 z x) (.f64 x x)))
(/.f64 (-.f64 (.f64 (/.f64 (.f64 x x) (+.f64 z x)) (/.f64 (.f64 x x) (+.f64 z x))) (.f64 (/.f64 (.f64 z z) (+.f64 z x)) (/.f64 (.f64 z z) (+.f64 z x)))) (+.f64 (/.f64 (.f64 x x) (+.f64 z x)) (/.f64 (.f64 z z) (+.f64 z x))))
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eval8.0ms (0.2%)

Memory: 21.5MiB live, 21.5MiB allocated; 0ms collecting garbage
Compiler: Compiled 4 102 to 271 computations (93.4% saved)

prune16.0ms (0.4%)

Memory

-43.7MiB live, 14.2MiB allocated; 6ms collecting garbage

Pruning

3 alts after pruning (0 fresh and 3 done)

	Pruned	Kept	Total
New	73	0	73
Fresh	0	0	0
Picked	0	3	3
Done	0	0	0
Total	73	3	76

Accuracy

100.0%

Counts

76 → 3

Alt Table

Click to see full alt table

Status

Accuracy

Program

✓

97.2%

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

✓

100.0%

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

✓

48.1%

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

Compiler

Compiled 135 to 59 computations (56.3% saved)

regimes8.0ms (0.2%)

Memory

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

Counts

4 → 1

Calls

Call 1

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

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

Calls

4 calls:

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

Results

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

Compiler

Compiled 18 to 18 computations (0% saved)

regimes19.0ms (0.5%)

Memory

-31.9MiB live, 15.0MiB allocated; 1ms collecting garbage

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

4 calls:

16.0ms	(-.f64 (+.f64 (-.f64 (.f64 x y) (.f64 y y)) (.f64 y y)) (.f64 y z))
1.0ms	z
1.0ms	x
1.0ms	y

Results

Accuracy	Segments	Branch
48.1%	1	`(-.f64 (+.f64 (-.f64 (.f64 x y) (.f64 y y)) (.f64 y y)) (.f64 y z))`
48.1%	1	`x`
48.1%	1	`y`
48.1%	1	`z`

Compiler

Compiled 18 to 18 computations (0% saved)

simplify71.0ms (1.8%)

Memory

24.6MiB live, 71.6MiB allocated; 4ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 3 (0.0ms)

Iter	Nodes	Cost
0	15	37
1	41	29
2	153	25
3	521	21
4	2966	21
5	5328	21
6	7875	21

Stop Event

1×	node limit

Calls

Call 1

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

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

derivations150.0ms (3.8%)

Memory

4.6MiB live, 143.4MiB allocated; 11ms collecting garbage

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	48	104
1	149	80
2	416	80
3	1314	80
4	3473	80
5	5137	80
6	7214	80
7	7797	80
0	8038	80

Stop Event

1×	done
1×	iter limit
1×	node limit

Compiler

Compiled 41 to 15 computations (63.4% saved)

preprocess68.0ms (1.7%)

Memory: -4.4MiB live, 83.6MiB allocated; 9ms collecting garbage
Remove: (negabs y)
Compiler: Compiled 164 to 82 computations (50% saved)

end0.0ms (0%)

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

start0.0ms (0%)

analyze0.0ms (0%)

sample1.6s (41.4%)

explain225.0ms (5.8%)

preprocess257.0ms (6.6%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify163.0ms (4.2%)

localize80.0ms (2%)

series7.0ms (0.2%)

simplify124.0ms (3.2%)

rewrite253.0ms (6.4%)

eval81.0ms (2.1%)

prune4.0ms (0.1%)

simplify273.0ms (7%)

localize73.0ms (1.9%)

series10.0ms (0.2%)

simplify128.0ms (3.3%)

rewrite275.0ms (7%)

eval8.0ms (0.2%)

prune16.0ms (0.4%)

regimes8.0ms (0.2%)

regimes19.0ms (0.5%)

simplify71.0ms (1.8%)

derivations150.0ms (3.8%)

preprocess68.0ms (1.7%)

end0.0ms (0%)

Profiling