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

start0.0ms (0%)

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

analyze0.0ms (0%)

Memory

0.8MiB live, 0.8MiB 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)

sample1.5s (34.4%)

Memory

22.7MiB live, 2 356.8MiB allocated; 463ms collecting garbage

Samples

543.0ms	2 538×	1	valid
540.0ms	5 718×	0	valid

Precisions

Click to see histograms. Total time spent on operations: 739.0ms

ival-mult: 364.0ms (49.3% of total)

ival-sub: 132.0ms (17.9% of total)

ival-add: 120.0ms (16.2% of total)

adjust: 113.0ms (15.3% of total)

ival-true: 7.0ms (0.9% of total)

ival-assert: 3.0ms (0.4% of total)

Bogosity

explain272.0ms (6.1%)

Memory

-15.6MiB live, 233.8MiB allocated; 30ms collecting garbage

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
121	-	-	`(+.f64 (-.f64 (.f64 x y) (.f64 y y)) (*.f64 y y))`
17	-	-	`(-.f64 (.f64 x y) (.f64 y y))`
5	-	-	`(-.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	56	0
↳	`(*.f64 y y)`	overflow	61
↳	`(*.f64 x y)`	overflow	32
↳	`(-.f64 (.f64 x y) (.f64 y y))`	overflow	68
↳	`(*.f64 y y)`	overflow	61
`+.f64`	`(+.f64 (-.f64 (.f64 x y) (.f64 y y)) (*.f64 y y))`	cancellation	29	0
`-.f64`	`(-.f64 (.f64 x y) (.f64 y y))`	nan-rescue	17	0
↳	`(*.f64 x y)`	overflow	32
↳	`(*.f64 y y)`	overflow	61
`-.f64`	`(-.f64 (+.f64 (-.f64 (.f64 x y) (.f64 y y)) (.f64 y y)) (.f64 y z))`	nan-rescue	5	0
↳	`(*.f64 y y)`	overflow	122
↳	`(+.f64 (-.f64 (.f64 x y) (.f64 y y)) (*.f64 y y))`	overflow	32
↳	`(*.f64 x y)`	overflow	32
↳	`(-.f64 (.f64 x y) (.f64 y y))`	overflow	68
↳	`(*.f64 y z)`	overflow	25

Confusion

	Predicted +	Predicted -
+	85	0
-	6	165

Precision

0.9340659340659341

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	85	0	0
-	6	0	165

Precision?

0.9340659340659341

Recall?

1.0

Freqs

test

number	freq
0	165
1	76
2	14
3	1

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

60.0ms	232×	1	valid
60.0ms	270×	0	valid
34.0ms	10×	2	valid

Compiler

Compiled 109 to 31 computations (71.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 133.0ms

ival-mult: 71.0ms (53.6% of total)

ival-sub: 48.0ms (36.2% of total)

adjust: 9.0ms (6.8% of total)

ival-add: 3.0ms (2.3% of total)

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

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

preprocess265.0ms (6%)

Memory

-12.7MiB live, 281.4MiB allocated; 28ms 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: 0.2MiB live, 0.2MiB allocated; 0ms collecting garbage
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory

1.4MiB live, 1.4MiB allocated; 0ms collecting garbage

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	67.3%	(-.f64 (+.f64 (-.f64 (.f64 x y) (.f64 y y)) (.f64 y y)) (.f64 y z))

Compiler

Compiled 15 to 9 computations (40% saved)

simplify219.0ms (4.9%)

Memory

14.4MiB live, 246.3MiB allocated; 20ms 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

localize135.0ms (3%)

Memory

-9.3MiB live, 146.9MiB allocated; 9ms collecting garbage

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0	(*.f64 x y)
accuracy	1.1015583716604118	(-.f64 (+.f64 (-.f64 (.f64 x y) (.f64 y y)) (.f64 y y)) (.f64 y z))
accuracy	2.398420986641647	(-.f64 (.f64 x y) (.f64 y y))
accuracy	29.039579991021203	(+.f64 (-.f64 (.f64 x y) (.f64 y y)) (*.f64 y y))

Samples

84.0ms	116×	1	valid
42.0ms	135×	0	valid
1.0ms	5×	2	valid

Compiler

Compiled 47 to 11 computations (76.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 108.0ms

ival-mult: 61.0ms (56.6% of total)

ival-sub: 40.0ms (37.1% of total)

adjust: 5.0ms (4.6% of total)

ival-add: 2.0ms (1.9% of total)

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

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

series29.0ms (0.7%)

Memory

-28.3MiB live, 18.8MiB allocated; 3ms 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
24.0ms	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	y	@	inf	((+ (- (* 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))

simplify121.0ms (2.7%)

Memory

10.2MiB live, 107.8MiB allocated; 6ms 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)

rewrite248.0ms (5.6%)

Memory

-9.2MiB live, 195.2MiB allocated; 58ms 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)

eval44.0ms (1%)

Memory: 7.1MiB live, 53.2MiB allocated; 3ms collecting garbage
Compiler: Compiled 8 639 to 931 computations (89.2% saved)

prune4.0ms (0.1%)

Memory

14.7MiB live, 14.7MiB 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
▶	98.0%	(-.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))
▶	51.5%	#s(approx (- (+ (- (* x y) (* y y)) (* y y)) (* y z)) (*.f64 (neg.f64 z) y))

Status

Accuracy

Program

▶

98.0%

(-.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))

▶

51.5%

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

Compiler

Compiled 60 to 35 computations (41.7% saved)

simplify255.0ms (5.7%)

Memory

-13.7MiB live, 221.3MiB allocated; 19ms 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

localize222.0ms (5%)

Memory

-4.0MiB live, 147.0MiB 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	1.1015583716604118	(-.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	0.0078125	(*.f64 (-.f64 x z) y)
accuracy	0.0	(*.f64 (neg.f64 z) y)
accuracy	0.0	(neg.f64 z)
accuracy	31.0250040446112	#s(approx (- (+ (- (* x y) (* y y)) (* y y)) (* y z)) (*.f64 (neg.f64 z) y))

Samples

119.0ms	116×	1	valid
83.0ms	135×	0	valid
3.0ms	5×	2	valid

Compiler

Compiled 86 to 16 computations (81.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 134.0ms

ival-mult: 81.0ms (60.4% of total)

ival-sub: 37.0ms (27.6% of total)

adjust: 11.0ms (8.2% of total)

ival-add: 3.0ms (2.2% of total)

ival-neg: 2.0ms (1.5% of total)

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

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

series17.0ms (0.4%)

Memory

21.5MiB live, 21.5MiB 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
4.0ms	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))
2.0ms	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))
2.0ms	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))
2.0ms	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))
2.0ms	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))

simplify216.0ms (4.9%)

Memory

1.1MiB live, 144.3MiB allocated; 9ms 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)

rewrite594.0ms (13.4%)

Memory

-1.7MiB live, 228.5MiB allocated; 28ms 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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eval12.0ms (0.3%)

Memory: -27.2MiB live, 18.5MiB allocated; 5ms collecting garbage
Compiler: Compiled 4 102 to 271 computations (93.4% saved)

prune5.0ms (0.1%)

Memory

13.4MiB live, 13.4MiB allocated; 0ms 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

✓

98.0%

(-.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))

✓

51.5%

#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

17.4MiB live, 17.4MiB 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	x
2.0ms	z
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)

regimes4.0ms (0.1%)

Memory

12.0MiB live, 12.0MiB allocated; 0ms 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:

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

Results

Accuracy	Segments	Branch
51.5%	1	`(-.f64 (+.f64 (-.f64 (.f64 x y) (.f64 y y)) (.f64 y y)) (.f64 y z))`
51.5%	1	`x`
51.5%	1	`y`
51.5%	1	`z`

Compiler

Compiled 18 to 18 computations (0% saved)

simplify80.0ms (1.8%)

Memory

-27.0MiB live, 76.1MiB allocated; 13ms 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))

derivations131.0ms (3%)

Memory

-22.2MiB live, 118.9MiB allocated; 21ms 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)

preprocess31.0ms (0.7%)

Memory: 26.9MiB live, 73.0MiB allocated; 5ms 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%)

sample1.5s (34.4%)

explain272.0ms (6.1%)

preprocess265.0ms (6%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify219.0ms (4.9%)

localize135.0ms (3%)

series29.0ms (0.7%)

simplify121.0ms (2.7%)

rewrite248.0ms (5.6%)

eval44.0ms (1%)

prune4.0ms (0.1%)

simplify255.0ms (5.7%)

localize222.0ms (5%)

series17.0ms (0.4%)

simplify216.0ms (4.9%)

rewrite594.0ms (13.4%)

eval12.0ms (0.3%)

prune5.0ms (0.1%)

regimes8.0ms (0.2%)

regimes4.0ms (0.1%)

simplify80.0ms (1.8%)

derivations131.0ms (3%)

preprocess31.0ms (0.7%)

end0.0ms (0%)

Profiling