Metrics for Linear.Projection:perspective from linear-1.19.1.3, B

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze15.0ms (1.6%)

Memory

-5.2MiB live, 33.4MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.9%	0.1%	0%	0%	0%	0
0%	0%	99.9%	0.1%	0%	0%	0%	1
0%	0%	99.9%	0.1%	0%	0%	0%	2
50%	50%	50%	0.1%	0%	0%	0%	3
50%	50%	50%	0.1%	0%	0%	0%	4
75%	74.9%	25%	0.1%	0%	0%	0%	5
75%	74.9%	25%	0.1%	0%	0%	0%	6
87.5%	87.4%	12.5%	0.1%	0%	0%	0%	7
87.5%	87.4%	12.5%	0.1%	0%	0%	0%	8
93.8%	93.7%	6.2%	0.1%	0%	0%	0%	9
93.8%	93.7%	6.2%	0.1%	0%	0%	0%	10
96.9%	96.8%	3.1%	0.1%	0%	0%	0%	11
96.9%	96.8%	3.1%	0.1%	0%	0%	0%	12

Compiler

Compiled 11 to 9 computations (18.2% saved)

sample674.0ms (71.3%)

Memory

-0.8MiB live, 1 044.6MiB allocated

Samples

419.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 242.0ms

ival-mult: 125.0ms (51.7% of total)

ival-div: 55.0ms (22.8% of total)

ival-sub: 46.0ms (19% of total)

ival-true: 7.0ms (2.9% of total)

exact: 5.0ms (2.1% of total)

ival-assert: 4.0ms (1.7% of total)

Bogosity

explain71.0ms (7.5%)

Memory

-9.0MiB live, 151.5MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
48	-	5	(2.193182056375942e-111 1.4829902672236843e-204)	`(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))`
0	-	0	-	`(*.f64 x #s(literal 2 binary64))`
0	-	0	-	`#s(literal 2 binary64)`
0	-	0	-	`y`
0	-	0	-	`(-.f64 x y)`
0	-	0	-	`(.f64 (.f64 x #s(literal 2 binary64)) y)`
0	-	0	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`/.f64`	`(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))`	o/n	26	0
↳	`(.f64 (.f64 x #s(literal 2 binary64)) y)`	overflow	26
`/.f64`	`(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))`	u/n	17	0
↳	`(.f64 (.f64 x #s(literal 2 binary64)) y)`	underflow	17

Confusion

	Predicted +	Predicted -
+	43	5
-	0	208

Precision

1.0

Recall

0.8958333333333334

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	43	0	5
-	0	0	208

Precision?

1.0

Recall?

0.8958333333333334

Freqs

test

number	freq
0	213
1	43

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

28.0ms

512×

valid

Compiler

Compiled 82 to 32 computations (61% saved)

Precisions

Click to see histograms. Total time spent on operations: 14.0ms

ival-mult: 7.0ms (50.6% of total)

ival-sub: 3.0ms (21.7% of total)

ival-div: 3.0ms (21.7% of total)

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

exact: 0.0ms (0% of total)

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

preprocess3.0ms (0.3%)

Memory

6.3MiB live, 6.3MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))

Outputs
(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))

Compiler

Compiled 9 to 7 computations (22.2% saved)

eval0.0ms (0%)

Memory: 0.2MiB live, 0.2MiB allocated
Compiler: Compiled 0 to 2 computations (-∞% saved)

prune0.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	83.3%	(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))

Compiler

Compiled 9 to 7 computations (22.2% saved)

simplify0.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(-.f64 x y)
cost-diff	0	(*.f64 x #s(literal 2 binary64))
cost-diff	0	(.f64 (.f64 x #s(literal 2 binary64)) y)
cost-diff	0	(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))

Calls

Call 1

Inputs
(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
(.f64 (.f64 x #s(literal 2 binary64)) y)
(*.f64 x #s(literal 2 binary64))
x
#s(literal 2 binary64)
y
(-.f64 x y)

Outputs
(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
(.f64 (.f64 x #s(literal 2 binary64)) y)
(*.f64 x #s(literal 2 binary64))
x
#s(literal 2 binary64)
y
(-.f64 x y)

localize22.0ms (2.3%)

Memory

-21.5MiB live, 55.3MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 x y)
accuracy	0.0	(.f64 (.f64 x #s(literal 2 binary64)) y)
accuracy	0.0	(*.f64 x #s(literal 2 binary64))
accuracy	10.691863583670617	(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))

Samples

14.0ms

256×

valid

Compiler

Compiled 48 to 16 computations (66.7% saved)

Precisions

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

ival-mult: 3.0ms (44.7% of total)

ival-div: 2.0ms (29.8% of total)

ival-sub: 1.0ms (14.9% of total)

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

exact: 0.0ms (0% of total)

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

series8.0ms (0.8%)

Memory

20.6MiB live, 20.6MiB allocated

Counts

4 → 28

Calls

Call 1

Inputs
(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
(.f64 (.f64 x #s(literal 2 binary64)) y)
(*.f64 x #s(literal 2 binary64))
(-.f64 x y)

Outputs
(* -2 x)
(* x (- (* -2 (/ x y)) 2))
(* x (- (* x (- (* -2 (/ x (pow y 2))) (* 2 (/ 1 y)))) 2))
(* x (- (* x (- (* x (- (* -2 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y)))) 2))
(* 2 (* x y))
(* 2 x)
(* -1 y)
(- x y)
(* 2 y)
(+ (* 2 y) (* 2 (/ (pow y 2) x)))
(+ (* 2 y) (+ (* 2 (/ (pow y 2) x)) (* 2 (/ (pow y 3) (pow x 2)))))
(+ (* 2 y) (+ (* 2 (/ (pow y 2) x)) (+ (* 2 (/ (pow y 3) (pow x 2))) (* 2 (/ (pow y 4) (pow x 3))))))
x
(* x (+ 1 (* -1 (/ y x))))
(+ (* -1 (/ (+ (* -2 (/ (pow y 3) x)) (* -2 (pow y 2))) x)) (* 2 y))
(+ (* -1 (/ (+ (* -2 (pow y 2)) (* -1 (/ (+ (* 2 (/ (pow y 4) x)) (* 2 (pow y 3))) x))) x)) (* 2 y))
(* -1 (* x (- (/ y x) 1)))
(* y (+ 2 (* 2 (/ y x))))
(* y (+ 2 (* y (+ (* 2 (/ y (pow x 2))) (* 2 (/ 1 x))))))
(* y (+ 2 (* y (+ (* y (+ (* 2 (/ y (pow x 3))) (* 2 (/ 1 (pow x 2))))) (* 2 (/ 1 x))))))
(+ x (* -1 y))
(+ (* -2 x) (* -2 (/ (pow x 2) y)))
(+ (* -2 x) (+ (* -2 (/ (pow x 2) y)) (* -2 (/ (pow x 3) (pow y 2)))))
(+ (* -2 x) (+ (* -2 (/ (pow x 2) y)) (+ (* -2 (/ (pow x 3) (pow y 2))) (* -2 (/ (pow x 4) (pow y 3))))))
(* y (- (/ x y) 1))
(+ (* -2 x) (* -1 (/ (+ (* 2 (/ (pow x 3) y)) (* 2 (pow x 2))) y)))
(+ (* -2 x) (* -1 (/ (+ (* -1 (/ (+ (* -2 (/ (pow x 4) y)) (* -2 (pow x 3))) y)) (* 2 (pow x 2))) y)))
(* -1 (* y (+ 1 (* -1 (/ x y)))))

Calls

6 calls:

Time	Variable		Point	Expression
2.0ms	x	@	inf	((/ (* (* x 2) y) (- x y)) (* (* x 2) y) (* x 2) (- x y))
2.0ms	x	@	-inf	((/ (* (* x 2) y) (- x y)) (* (* x 2) y) (* x 2) (- x y))
1.0ms	x	@	0	((/ (* (* x 2) y) (- x y)) (* (* x 2) y) (* x 2) (- x y))
1.0ms	y	@	inf	((/ (* (* x 2) y) (- x y)) (* (* x 2) y) (* x 2) (- x y))
1.0ms	y	@	-inf	((/ (* (* x 2) y) (- x y)) (* (* x 2) y) (* x 2) (- x y))

simplify0.0ms (0.1%)

Memory

1.1MiB live, 1.1MiB allocated

Algorithm

1×	egg-herbie

Counts

28 → 4

Calls

Call 1

Inputs
(* -2 x)
(* x (- (* -2 (/ x y)) 2))
(* x (- (* x (- (* -2 (/ x (pow y 2))) (* 2 (/ 1 y)))) 2))
(* x (- (* x (- (* x (- (* -2 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y)))) 2))
(* 2 (* x y))
(* 2 x)
(* -1 y)
(- x y)
(* 2 y)
(+ (* 2 y) (* 2 (/ (pow y 2) x)))
(+ (* 2 y) (+ (* 2 (/ (pow y 2) x)) (* 2 (/ (pow y 3) (pow x 2)))))
(+ (* 2 y) (+ (* 2 (/ (pow y 2) x)) (+ (* 2 (/ (pow y 3) (pow x 2))) (* 2 (/ (pow y 4) (pow x 3))))))
x
(* x (+ 1 (* -1 (/ y x))))
(+ (* -1 (/ (+ (* -2 (/ (pow y 3) x)) (* -2 (pow y 2))) x)) (* 2 y))
(+ (* -1 (/ (+ (* -2 (pow y 2)) (* -1 (/ (+ (* 2 (/ (pow y 4) x)) (* 2 (pow y 3))) x))) x)) (* 2 y))
(* -1 (* x (- (/ y x) 1)))
(* y (+ 2 (* 2 (/ y x))))
(* y (+ 2 (* y (+ (* 2 (/ y (pow x 2))) (* 2 (/ 1 x))))))
(* y (+ 2 (* y (+ (* y (+ (* 2 (/ y (pow x 3))) (* 2 (/ 1 (pow x 2))))) (* 2 (/ 1 x))))))
(+ x (* -1 y))
(+ (* -2 x) (* -2 (/ (pow x 2) y)))
(+ (* -2 x) (+ (* -2 (/ (pow x 2) y)) (* -2 (/ (pow x 3) (pow y 2)))))
(+ (* -2 x) (+ (* -2 (/ (pow x 2) y)) (+ (* -2 (/ (pow x 3) (pow y 2))) (* -2 (/ (pow x 4) (pow y 3))))))
(* y (- (/ x y) 1))
(+ (* -2 x) (* -1 (/ (+ (* 2 (/ (pow x 3) y)) (* 2 (pow x 2))) y)))
(+ (* -2 x) (* -1 (/ (+ (* -1 (/ (+ (* -2 (/ (pow x 4) y)) (* -2 (pow x 3))) y)) (* 2 (pow x 2))) y)))
(* -1 (* y (+ 1 (* -1 (/ x y)))))

Outputs
(* -2 x)
(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
(* x (- (* -2 (/ x y)) 2))
(.f64 (.f64 x #s(literal 2 binary64)) y)
(* x (- (* x (- (* -2 (/ x (pow y 2))) (* 2 (/ 1 y)))) 2))
(*.f64 x #s(literal 2 binary64))
(* x (- (* x (- (* x (- (* -2 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y)))) 2))
(-.f64 x y)

rewrite0.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated

Counts

4 → 4

Calls

Call 1

Inputs
(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
(.f64 (.f64 x #s(literal 2 binary64)) y)
(*.f64 x #s(literal 2 binary64))
(-.f64 x y)

Outputs
(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
(.f64 (.f64 x #s(literal 2 binary64)) y)
(*.f64 x #s(literal 2 binary64))
(-.f64 x y)

eval1.0ms (0.1%)

Memory: 3.3MiB live, 3.3MiB allocated
Compiler: Compiled 96 to 16 computations (83.3% saved)

prune2.0ms (0.2%)

Memory

4.2MiB live, 4.2MiB allocated

Pruning

4 alts after pruning (3 fresh and 1 done)

	Pruned	Kept	Total
New	5	3	8
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	5	4	9

Accuracy

83.5%

Counts

9 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	83.3%	(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
▶	3.3%	#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
▶	4.2%	#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
▶	3.3%	#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))

Compiler

Compiled 50 to 37 computations (26% saved)

simplify0.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 7 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(-.f64 x y)
cost-diff	0	#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
cost-diff	0	(*.f64 x #s(literal 2 binary64))
cost-diff	0	(.f64 (.f64 x #s(literal 2 binary64)) y)
cost-diff	0	#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
cost-diff	0	(*.f64 x #s(literal 2 binary64))
cost-diff	0	#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))

Calls

Call 1

Inputs
#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))
(*.f64 x #s(literal 2 binary64))
x
#s(literal 2 binary64)
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
(.f64 (.f64 x #s(literal 2 binary64)) y)
(*.f64 x #s(literal 2 binary64))
x
#s(literal 2 binary64)
y
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
(-.f64 x y)
x
y

Outputs
#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))
(*.f64 x #s(literal 2 binary64))
x
#s(literal 2 binary64)
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
(.f64 (.f64 x #s(literal 2 binary64)) y)
(*.f64 x #s(literal 2 binary64))
x
#s(literal 2 binary64)
y
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
(-.f64 x y)
x
y

localize32.0ms (3.4%)

Memory

-34.4MiB live, 52.5MiB allocated

Localize:

Found 7 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 x y)
accuracy	61.87830523361209	#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
accuracy	0.0	(.f64 (.f64 x #s(literal 2 binary64)) y)
accuracy	0.0	(*.f64 x #s(literal 2 binary64))
accuracy	61.327376373900506	#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
accuracy	0.0	(*.f64 x #s(literal 2 binary64))
accuracy	61.90648133251275	#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))

Samples

26.0ms

256×

valid

Compiler

Compiled 112 to 23 computations (79.5% saved)

Precisions

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

ival-mult: 4.0ms (58.2% of total)

ival-div: 2.0ms (29.1% of total)

ival-sub: 1.0ms (14.5% of total)

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

exact: 0.0ms (0% of total)

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

series4.0ms (0.4%)

Memory

10.6MiB live, 10.6MiB allocated

Counts

6 → 28

Calls

Call 1

Inputs
#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))
(*.f64 x #s(literal 2 binary64))
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
(.f64 (.f64 x #s(literal 2 binary64)) y)
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
(-.f64 x y)

Outputs
(* -2 x)
(* x (- (* -2 (/ x y)) 2))
(* x (- (* x (- (* -2 (/ x (pow y 2))) (* 2 (/ 1 y)))) 2))
(* x (- (* x (- (* x (- (* -2 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y)))) 2))
(* 2 x)
(* 2 (* x y))
(* -1 y)
(- x y)
(* 2 y)
(+ (* 2 y) (* 2 (/ (pow y 2) x)))
(+ (* 2 y) (+ (* 2 (/ (pow y 2) x)) (* 2 (/ (pow y 3) (pow x 2)))))
(+ (* 2 y) (+ (* 2 (/ (pow y 2) x)) (+ (* 2 (/ (pow y 3) (pow x 2))) (* 2 (/ (pow y 4) (pow x 3))))))
x
(* x (+ 1 (* -1 (/ y x))))
(+ (* -1 (/ (+ (* -2 (/ (pow y 3) x)) (* -2 (pow y 2))) x)) (* 2 y))
(+ (* -1 (/ (+ (* -2 (pow y 2)) (* -1 (/ (+ (* 2 (/ (pow y 4) x)) (* 2 (pow y 3))) x))) x)) (* 2 y))
(* -1 (* x (- (/ y x) 1)))
(* y (+ 2 (* 2 (/ y x))))
(* y (+ 2 (* y (+ (* 2 (/ y (pow x 2))) (* 2 (/ 1 x))))))
(* y (+ 2 (* y (+ (* y (+ (* 2 (/ y (pow x 3))) (* 2 (/ 1 (pow x 2))))) (* 2 (/ 1 x))))))
(+ x (* -1 y))
(+ (* -2 x) (* -2 (/ (pow x 2) y)))
(+ (* -2 x) (+ (* -2 (/ (pow x 2) y)) (* -2 (/ (pow x 3) (pow y 2)))))
(+ (* -2 x) (+ (* -2 (/ (pow x 2) y)) (+ (* -2 (/ (pow x 3) (pow y 2))) (* -2 (/ (pow x 4) (pow y 3))))))
(* y (- (/ x y) 1))
(+ (* -2 x) (* -1 (/ (+ (* 2 (/ (pow x 3) y)) (* 2 (pow x 2))) y)))
(+ (* -2 x) (* -1 (/ (+ (* -1 (/ (+ (* -2 (/ (pow x 4) y)) (* -2 (pow x 3))) y)) (* 2 (pow x 2))) y)))
(* -1 (* y (+ 1 (* -1 (/ x y)))))

Calls

6 calls:

Time	Variable		Point	Expression
1.0ms	x	@	inf	((/ (* (* x 2) y) (- x y)) (* x 2) (/ (* (* x 2) y) (- x y)) (* (* x 2) y) (/ (* (* x 2) y) (- x y)) (- x y))
1.0ms	x	@	-inf	((/ (* (* x 2) y) (- x y)) (* x 2) (/ (* (* x 2) y) (- x y)) (* (* x 2) y) (/ (* (* x 2) y) (- x y)) (- x y))
1.0ms	x	@	0	((/ (* (* x 2) y) (- x y)) (* x 2) (/ (* (* x 2) y) (- x y)) (* (* x 2) y) (/ (* (* x 2) y) (- x y)) (- x y))
0.0ms	y	@	-inf	((/ (* (* x 2) y) (- x y)) (* x 2) (/ (* (* x 2) y) (- x y)) (* (* x 2) y) (/ (* (* x 2) y) (- x y)) (- x y))
0.0ms	y	@	inf	((/ (* (* x 2) y) (- x y)) (* x 2) (/ (* (* x 2) y) (- x y)) (* (* x 2) y) (/ (* (* x 2) y) (- x y)) (- x y))

simplify1.0ms (0.1%)

Memory

1.7MiB live, 1.7MiB allocated

Algorithm

1×	egg-herbie

Counts

28 → 6

Calls

Call 1

Inputs
(* -2 x)
(* x (- (* -2 (/ x y)) 2))
(* x (- (* x (- (* -2 (/ x (pow y 2))) (* 2 (/ 1 y)))) 2))
(* x (- (* x (- (* x (- (* -2 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y)))) 2))
(* 2 x)
(* 2 (* x y))
(* -1 y)
(- x y)
(* 2 y)
(+ (* 2 y) (* 2 (/ (pow y 2) x)))
(+ (* 2 y) (+ (* 2 (/ (pow y 2) x)) (* 2 (/ (pow y 3) (pow x 2)))))
(+ (* 2 y) (+ (* 2 (/ (pow y 2) x)) (+ (* 2 (/ (pow y 3) (pow x 2))) (* 2 (/ (pow y 4) (pow x 3))))))
x
(* x (+ 1 (* -1 (/ y x))))
(+ (* -1 (/ (+ (* -2 (/ (pow y 3) x)) (* -2 (pow y 2))) x)) (* 2 y))
(+ (* -1 (/ (+ (* -2 (pow y 2)) (* -1 (/ (+ (* 2 (/ (pow y 4) x)) (* 2 (pow y 3))) x))) x)) (* 2 y))
(* -1 (* x (- (/ y x) 1)))
(* y (+ 2 (* 2 (/ y x))))
(* y (+ 2 (* y (+ (* 2 (/ y (pow x 2))) (* 2 (/ 1 x))))))
(* y (+ 2 (* y (+ (* y (+ (* 2 (/ y (pow x 3))) (* 2 (/ 1 (pow x 2))))) (* 2 (/ 1 x))))))
(+ x (* -1 y))
(+ (* -2 x) (* -2 (/ (pow x 2) y)))
(+ (* -2 x) (+ (* -2 (/ (pow x 2) y)) (* -2 (/ (pow x 3) (pow y 2)))))
(+ (* -2 x) (+ (* -2 (/ (pow x 2) y)) (+ (* -2 (/ (pow x 3) (pow y 2))) (* -2 (/ (pow x 4) (pow y 3))))))
(* y (- (/ x y) 1))
(+ (* -2 x) (* -1 (/ (+ (* 2 (/ (pow x 3) y)) (* 2 (pow x 2))) y)))
(+ (* -2 x) (* -1 (/ (+ (* -1 (/ (+ (* -2 (/ (pow x 4) y)) (* -2 (pow x 3))) y)) (* 2 (pow x 2))) y)))
(* -1 (* y (+ 1 (* -1 (/ x y)))))

Outputs
(* -2 x)
#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))
(* x (- (* -2 (/ x y)) 2))
(*.f64 x #s(literal 2 binary64))
(* x (- (* x (- (* -2 (/ x (pow y 2))) (* 2 (/ 1 y)))) 2))
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
(* x (- (* x (- (* x (- (* -2 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y)))) 2))
(.f64 (.f64 x #s(literal 2 binary64)) y)
(* 2 x)
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
(* 2 (* x y))
(-.f64 x y)

rewrite0.0ms (0%)

Memory

1.1MiB live, 1.1MiB allocated

Counts

6 → 6

Calls

Call 1

Inputs
#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))
(*.f64 x #s(literal 2 binary64))
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
(.f64 (.f64 x #s(literal 2 binary64)) y)
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
(-.f64 x y)

Outputs
#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))
(*.f64 x #s(literal 2 binary64))
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
(.f64 (.f64 x #s(literal 2 binary64)) y)
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
(-.f64 x y)

eval1.0ms (0.1%)

Memory: 5.3MiB live, 5.3MiB allocated
Compiler: Compiled 220 to 22 computations (90% saved)

prune3.0ms (0.3%)

Memory

10.5MiB live, 10.5MiB allocated

Pruning

5 alts after pruning (1 fresh and 4 done)

	Pruned	Kept	Total
New	11	1	12
Fresh	0	0	0
Picked	0	3	3
Done	0	1	1
Total	11	5	16

Accuracy

83.5%

Counts

16 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	83.3%	(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
✓	3.3%	#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
✓	4.2%	#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
▶	3.7%	#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))
✓	3.3%	#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))

Compiler

Compiled 79 to 49 computations (38% saved)

simplify0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
cost-diff	0	#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
cost-diff	0	#s(approx (* x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y)))
cost-diff	0	(.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y)
cost-diff	0	#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))

Calls

Call 1

Inputs
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))
(.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y)
#s(approx (* x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y)))
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
(-.f64 x y)
x
y

Outputs
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))
(.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y)
#s(approx (* x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y)))
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
(-.f64 x y)
x
y

localize26.0ms (2.8%)

Memory

-36.0MiB live, 41.1MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0	(.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y)
accuracy	61.327376373900506	#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))
accuracy	61.87830523361209	#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
accuracy	61.90648133251275	#s(approx (* x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y)))

Samples

13.0ms

256×

valid

Compiler

Compiled 116 to 21 computations (81.9% saved)

Precisions

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

ival-mult: 3.0ms (45.1% of total)

ival-div: 2.0ms (30.1% of total)

ival-sub: 1.0ms (15% of total)

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

exact: 0.0ms (0% of total)

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

series3.0ms (0.3%)

Memory

7.3MiB live, 7.3MiB allocated

Counts

4 → 20

Calls

Call 1

Inputs
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))
(.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y)
#s(approx (* x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y)))
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))

Outputs
(* -2 x)
(* x (- (* -2 (/ x y)) 2))
(* x (- (* x (- (* -2 (/ x (pow y 2))) (* 2 (/ 1 y)))) 2))
(* x (- (* x (- (* x (- (* -2 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y)))) 2))
(* 2 (* x y))
(* 2 x)
(* 2 y)
(+ (* 2 y) (* 2 (/ (pow y 2) x)))
(+ (* 2 y) (+ (* 2 (/ (pow y 2) x)) (* 2 (/ (pow y 3) (pow x 2)))))
(+ (* 2 y) (+ (* 2 (/ (pow y 2) x)) (+ (* 2 (/ (pow y 3) (pow x 2))) (* 2 (/ (pow y 4) (pow x 3))))))
(+ (* -1 (/ (+ (* -2 (/ (pow y 3) x)) (* -2 (pow y 2))) x)) (* 2 y))
(+ (* -1 (/ (+ (* -2 (pow y 2)) (* -1 (/ (+ (* 2 (/ (pow y 4) x)) (* 2 (pow y 3))) x))) x)) (* 2 y))
(* y (+ 2 (* 2 (/ y x))))
(* y (+ 2 (* y (+ (* 2 (/ y (pow x 2))) (* 2 (/ 1 x))))))
(* y (+ 2 (* y (+ (* y (+ (* 2 (/ y (pow x 3))) (* 2 (/ 1 (pow x 2))))) (* 2 (/ 1 x))))))
(+ (* -2 x) (* -2 (/ (pow x 2) y)))
(+ (* -2 x) (+ (* -2 (/ (pow x 2) y)) (* -2 (/ (pow x 3) (pow y 2)))))
(+ (* -2 x) (+ (* -2 (/ (pow x 2) y)) (+ (* -2 (/ (pow x 3) (pow y 2))) (* -2 (/ (pow x 4) (pow y 3))))))
(+ (* -2 x) (* -1 (/ (+ (* 2 (/ (pow x 3) y)) (* 2 (pow x 2))) y)))
(+ (* -2 x) (* -1 (/ (+ (* -1 (/ (+ (* -2 (/ (pow x 4) y)) (* -2 (pow x 3))) y)) (* 2 (pow x 2))) y)))

Calls

6 calls:

Time	Variable		Point	Expression
1.0ms	x	@	0	((/ (* (* x 2) y) (- x y)) (* (* x 2) y) (* x 2) (/ (* (* x 2) y) (- x y)))
1.0ms	x	@	inf	((/ (* (* x 2) y) (- x y)) (* (* x 2) y) (* x 2) (/ (* (* x 2) y) (- x y)))
1.0ms	x	@	-inf	((/ (* (* x 2) y) (- x y)) (* (* x 2) y) (* x 2) (/ (* (* x 2) y) (- x y)))
0.0ms	y	@	inf	((/ (* (* x 2) y) (- x y)) (* (* x 2) y) (* x 2) (/ (* (* x 2) y) (- x y)))
0.0ms	y	@	-inf	((/ (* (* x 2) y) (- x y)) (* (* x 2) y) (* x 2) (/ (* (* x 2) y) (- x y)))

simplify0.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Algorithm

1×	egg-herbie

Counts

20 → 4

Calls

Call 1

Inputs
(* -2 x)
(* x (- (* -2 (/ x y)) 2))
(* x (- (* x (- (* -2 (/ x (pow y 2))) (* 2 (/ 1 y)))) 2))
(* x (- (* x (- (* x (- (* -2 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y)))) 2))
(* 2 (* x y))
(* 2 x)
(* 2 y)
(+ (* 2 y) (* 2 (/ (pow y 2) x)))
(+ (* 2 y) (+ (* 2 (/ (pow y 2) x)) (* 2 (/ (pow y 3) (pow x 2)))))
(+ (* 2 y) (+ (* 2 (/ (pow y 2) x)) (+ (* 2 (/ (pow y 3) (pow x 2))) (* 2 (/ (pow y 4) (pow x 3))))))
(+ (* -1 (/ (+ (* -2 (/ (pow y 3) x)) (* -2 (pow y 2))) x)) (* 2 y))
(+ (* -1 (/ (+ (* -2 (pow y 2)) (* -1 (/ (+ (* 2 (/ (pow y 4) x)) (* 2 (pow y 3))) x))) x)) (* 2 y))
(* y (+ 2 (* 2 (/ y x))))
(* y (+ 2 (* y (+ (* 2 (/ y (pow x 2))) (* 2 (/ 1 x))))))
(* y (+ 2 (* y (+ (* y (+ (* 2 (/ y (pow x 3))) (* 2 (/ 1 (pow x 2))))) (* 2 (/ 1 x))))))
(+ (* -2 x) (* -2 (/ (pow x 2) y)))
(+ (* -2 x) (+ (* -2 (/ (pow x 2) y)) (* -2 (/ (pow x 3) (pow y 2)))))
(+ (* -2 x) (+ (* -2 (/ (pow x 2) y)) (+ (* -2 (/ (pow x 3) (pow y 2))) (* -2 (/ (pow x 4) (pow y 3))))))
(+ (* -2 x) (* -1 (/ (+ (* 2 (/ (pow x 3) y)) (* 2 (pow x 2))) y)))
(+ (* -2 x) (* -1 (/ (+ (* -1 (/ (+ (* -2 (/ (pow x 4) y)) (* -2 (pow x 3))) y)) (* 2 (pow x 2))) y)))

Outputs
(* -2 x)
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))
(* x (- (* -2 (/ x y)) 2))
(.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y)
(* x (- (* x (- (* -2 (/ x (pow y 2))) (* 2 (/ 1 y)))) 2))
#s(approx (* x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y)))
(* x (- (* x (- (* x (- (* -2 (/ x (pow y 3))) (* 2 (/ 1 (pow y 2))))) (* 2 (/ 1 y)))) 2))
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))

rewrite0.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated

Counts

4 → 4

Calls

Call 1

Inputs
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))
(.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y)
#s(approx (* x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y)))
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))

Outputs
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))
(.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y)
#s(approx (* x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y)))
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))

eval1.0ms (0.1%)

Memory: 2.0MiB live, 2.0MiB allocated
Compiler: Compiled 205 to 15 computations (92.7% saved)

prune3.0ms (0.4%)

Memory

7.9MiB live, 7.9MiB allocated

Pruning

5 alts after pruning (0 fresh and 5 done)

	Pruned	Kept	Total
New	7	0	7
Fresh	0	0	0
Picked	0	1	1
Done	0	4	4
Total	7	5	12

Accuracy

83.5%

Counts

12 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	83.3%	(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
✓	3.3%	#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
✓	4.2%	#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
✓	3.7%	#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))
✓	3.3%	#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))

Compiler

Compiled 158 to 67 computations (57.6% saved)

regimes7.0ms (0.8%)

Memory

16.2MiB live, 16.2MiB allocated

Counts

5 → 1

Calls

Call 1

Inputs
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))

Outputs
(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))

Calls

3 calls:

2.0ms	(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
2.0ms	y
2.0ms	x

Results

Accuracy	Segments	Branch
83.3%	1	`x`
83.3%	1	`y`
83.3%	1	`(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))`

Compiler

Compiled 11 to 11 computations (0% saved)

regimes10.0ms (1.1%)

Memory

-29.8MiB live, 14.4MiB allocated

Counts

4 → 1

Calls

Call 1

Inputs
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))

Outputs
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))

Calls

3 calls:

6.0ms	x
2.0ms	(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
2.0ms	y

Results

Accuracy	Segments	Branch
4.2%	1	`y`
4.2%	1	`(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))`
4.2%	1	`x`

Compiler

Compiled 11 to 11 computations (0% saved)

regimes6.0ms (0.6%)

Memory

12.4MiB live, 12.4MiB allocated

Counts

3 → 1

Calls

Call 1

Inputs

#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))

#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))

#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 #s(approx (* x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))

Outputs
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))

Calls

3 calls:

2.0ms	(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
2.0ms	x
2.0ms	y

Results

Accuracy	Segments	Branch
3.7%	1	`(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))`
3.7%	1	`x`
3.7%	1	`y`

Compiler

Compiled 11 to 11 computations (0% saved)

regimes5.0ms (0.5%)

Memory

10.7MiB live, 10.7MiB allocated

Accuracy

Total -0.5b remaining (-0.8%)

Threshold costs -0.5b (-0.8%)

Counts

2 → 1

Calls

Call 1

Inputs
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))
#s(approx (/ (* (* x 2) y) (- x y)) (*.f64 x #s(literal 2 binary64)))

Outputs
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))

Calls

3 calls:

1.0ms	x
1.0ms	(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
1.0ms	y

Results

Accuracy	Segments	Branch
3.3%	1	`y`
3.3%	1	`(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))`
3.3%	1	`x`

Compiler

Compiled 11 to 11 computations (0% saved)

simplify8.0ms (0.9%)

Memory

-27.6MiB live, 10.0MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))

Outputs
(/.f64 (.f64 (.f64 x #s(literal 2 binary64)) y) (-.f64 x y))
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 (.f64 x #s(literal 2 binary64)) y))
#s(approx (/ (* (* x 2) y) (- x y)) (.f64 #s(approx ( x 2) #s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))) y))
#s(approx (/ (* (* x 2) y) (- x y)) (-.f64 x y))

soundness1.0ms (0.1%)

Memory

2.0MiB live, 2.0MiB allocated

Stop Event

1×

done

Compiler

Compiled 66 to 17 computations (74.2% saved)

preprocess35.0ms (3.8%)

Memory: 22.2MiB live, 58.6MiB allocated
Compiler: Compiled 220 to 80 computations (63.6% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze15.0ms (1.6%)

sample674.0ms (71.3%)

explain71.0ms (7.5%)

preprocess3.0ms (0.3%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify0.0ms (0%)

localize22.0ms (2.3%)

series8.0ms (0.8%)

simplify0.0ms (0.1%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune2.0ms (0.2%)

simplify0.0ms (0%)

localize32.0ms (3.4%)

series4.0ms (0.4%)

simplify1.0ms (0.1%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune3.0ms (0.3%)

simplify0.0ms (0%)

localize26.0ms (2.8%)

series3.0ms (0.3%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune3.0ms (0.4%)

regimes7.0ms (0.8%)

regimes10.0ms (1.1%)

regimes6.0ms (0.6%)

regimes5.0ms (0.5%)

simplify8.0ms (0.9%)

soundness1.0ms (0.1%)

preprocess35.0ms (3.8%)

end0.0ms (0%)

Profiling