Metrics for Statistics.Sample:$skurtosis from math-functions-0.1.5.2

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze12.0ms (1.4%)

Memory

-16.9MiB live, 22.7MiB 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 9 to 8 computations (11.1% saved)

sample634.0ms (73.5%)

Memory

20.0MiB live, 833.3MiB allocated

Samples

382.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 191.0ms

ival-mult: 74.0ms (38.7% of total)

ival-div: 59.0ms (30.8% of total)

ival-sub: 43.0ms (22.5% of total)

ival-true: 7.0ms (3.7% of total)

exact: 5.0ms (2.6% of total)

ival-assert: 4.0ms (2.1% of total)

Bogosity

explain68.0ms (7.9%)

Memory

10.2MiB live, 96.8MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
39	-	2	(1.8189665413247648e-283 1.3515383412078428e-161)	`(/.f64 x (*.f64 y y))`
0	-	0	-	`y`
0	-	0	-	`#s(literal 3 binary64)`
0	-	0	-	`(*.f64 y y)`
0	-	0	-	`(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))`
0	-	0	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`/.f64`	`(/.f64 x (*.f64 y y))`	n/u	13	0
↳	`(*.f64 y y)`	underflow	52

Confusion

	Predicted +	Predicted -
+	13	2
-	0	241

Precision

1.0

Recall

0.8666666666666667

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	13	0	2
-	0	0	241

Precision?

1.0

Recall?

0.8666666666666667

Freqs

test

number	freq
0	243
1	13

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

24.0ms

512×

valid

Compiler

Compiled 65 to 28 computations (56.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 11.0ms

ival-div: 4.0ms (36.1% of total)

ival-mult: 4.0ms (36.1% of total)

ival-sub: 2.0ms (18.1% 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

4.7MiB live, 4.7MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))

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

Compiler

Compiled 7 to 6 computations (14.3% saved)

eval0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated
Compiler: Compiled 0 to 2 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	94.6%	(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))

Compiler

Compiled 7 to 6 computations (14.3% saved)

simplify0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 3 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 y y)
cost-diff	0	(/.f64 x (*.f64 y y))
cost-diff	0	(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))

Calls

Call 1

Inputs
(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))
(/.f64 x (*.f64 y y))
x
(*.f64 y y)
y
#s(literal 3 binary64)

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

localize18.0ms (2.1%)

Memory

-15.6MiB live, 22.9MiB allocated

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))
accuracy	0.0	(*.f64 y y)
accuracy	8.971286144933634	(/.f64 x (*.f64 y y))

Samples

12.0ms

256×

valid

Compiler

Compiled 38 to 14 computations (63.2% saved)

Precisions

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

ival-div: 2.0ms (37.2% of total)

ival-mult: 2.0ms (37.2% of total)

ival-sub: 1.0ms (18.6% of total)

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

exact: 0.0ms (0% of total)

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

series5.0ms (0.6%)

Memory

7.0MiB live, 7.0MiB allocated

Counts

3 → 7

Calls

Call 1

Inputs
(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))
(/.f64 x (*.f64 y y))
(*.f64 y y)

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

Calls

6 calls:

Time	Variable		Point	Expression
1.0ms	x	@	inf	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y))
1.0ms	y	@	0	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y))
1.0ms	x	@	-inf	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y))
1.0ms	x	@	0	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y))
1.0ms	y	@	inf	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y))

simplify0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Algorithm

1×	egg-herbie

Counts

7 → 3

Calls

Call 1

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

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

rewrite0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Counts

3 → 3

Calls

Call 1

Inputs
(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))
(/.f64 x (*.f64 y y))
(*.f64 y y)

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

eval1.0ms (0.1%)

Memory: 1.2MiB live, 1.2MiB allocated
Compiler: Compiled 60 to 14 computations (76.7% saved)

prune1.0ms (0.1%)

Memory

2.0MiB live, 2.0MiB allocated

Pruning

3 alts after pruning (2 fresh and 1 done)

	Pruned	Kept	Total
New	4	2	6
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	4	3	7

Accuracy

94.6%

Counts

7 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	94.6%	(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))
▶	7.8%	(-.f64 #s(approx (/ x (* y y)) (*.f64 y y)) #s(literal 3 binary64))
▶	46.1%	#s(approx (- (/ x (* y y)) 3) (/.f64 x (*.f64 y y)))

Compiler

Compiled 31 to 23 computations (25.8% saved)

simplify0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 6 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 y y)
cost-diff	0	#s(approx (/ x (* y y)) (*.f64 y y))
cost-diff	0	(-.f64 #s(approx (/ x (* y y)) (*.f64 y y)) #s(literal 3 binary64))
cost-diff	0	(*.f64 y y)
cost-diff	0	(/.f64 x (*.f64 y y))
cost-diff	0	#s(approx (- (/ x (* y y)) 3) (/.f64 x (*.f64 y y)))

Calls

Call 1

Inputs
#s(approx (- (/ x (* y y)) 3) (/.f64 x (*.f64 y y)))
(/.f64 x (*.f64 y y))
x
(*.f64 y y)
y
(-.f64 #s(approx (/ x (* y y)) (*.f64 y y)) #s(literal 3 binary64))
#s(approx (/ x (* y y)) (*.f64 y y))
(*.f64 y y)
y
#s(literal 3 binary64)

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

localize20.0ms (2.3%)

Memory

-12.4MiB live, 25.9MiB allocated

Localize:

Found 6 expressions of interest:

New	Metric	Score
accuracy	0.0	(-.f64 #s(approx (/ x (* y y)) (*.f64 y y)) #s(literal 3 binary64))
accuracy	0.0	(*.f64 y y)
accuracy	62.44419224858689	#s(approx (/ x (* y y)) (*.f64 y y))
accuracy	0.0	(*.f64 y y)
accuracy	8.971286144933634	(/.f64 x (*.f64 y y))
accuracy	31.051056685274496	#s(approx (- (/ x (* y y)) 3) (/.f64 x (*.f64 y y)))

Samples

14.0ms

256×

valid

Compiler

Compiled 84 to 20 computations (76.2% saved)

Precisions

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

ival-mult: 3.0ms (43.9% of total)

ival-div: 2.0ms (29.3% of total)

ival-sub: 1.0ms (14.6% of total)

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

exact: 0.0ms (0% of total)

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

series3.0ms (0.4%)

Memory

5.2MiB live, 5.2MiB allocated

Counts

5 → 7

Calls

Call 1

Inputs
#s(approx (- (/ x (* y y)) 3) (/.f64 x (*.f64 y y)))
(/.f64 x (*.f64 y y))
(*.f64 y y)
(-.f64 #s(approx (/ x (* y y)) (*.f64 y y)) #s(literal 3 binary64))
#s(approx (/ x (* y y)) (*.f64 y y))

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

Calls

6 calls:

Time	Variable		Point	Expression
1.0ms	x	@	-inf	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y) (- (/ x (* y y)) 3) (/ x (* y y)))
1.0ms	x	@	inf	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y) (- (/ x (* y y)) 3) (/ x (* y y)))
0.0ms	y	@	-inf	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y) (- (/ x (* y y)) 3) (/ x (* y y)))
0.0ms	y	@	inf	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y) (- (/ x (* y y)) 3) (/ x (* y y)))
0.0ms	x	@	0	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y) (- (/ x (* y y)) 3) (/ x (* y y)))

simplify0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Algorithm

1×	egg-herbie

Counts

7 → 5

Calls

Call 1

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

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

rewrite0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Counts

5 → 5

Calls

Call 1

Inputs
#s(approx (- (/ x (* y y)) 3) (/.f64 x (*.f64 y y)))
(/.f64 x (*.f64 y y))
(*.f64 y y)
(-.f64 #s(approx (/ x (* y y)) (*.f64 y y)) #s(literal 3 binary64))
#s(approx (/ x (* y y)) (*.f64 y y))

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

eval1.0ms (0.1%)

Memory: 1.7MiB live, 1.7MiB allocated
Compiler: Compiled 135 to 15 computations (88.9% saved)

prune2.0ms (0.2%)

Memory

3.6MiB live, 3.6MiB allocated

Pruning

4 alts after pruning (1 fresh and 3 done)

	Pruned	Kept	Total
New	8	1	9
Fresh	0	0	0
Picked	0	2	2
Done	0	1	1
Total	8	4	12

Accuracy

94.6%

Counts

12 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	94.6%	(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))
✓	7.8%	(-.f64 #s(approx (/ x (* y y)) (*.f64 y y)) #s(literal 3 binary64))
✓	46.1%	#s(approx (- (/ x (* y y)) 3) (/.f64 x (*.f64 y y)))
▶	1.8%	#s(approx (- (/ x (* y y)) 3) #s(approx (/ x (* y y)) (*.f64 y y)))

Compiler

Compiled 48 to 32 computations (33.3% saved)

simplify0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 3 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 y y)
cost-diff	0	#s(approx (/ x (* y y)) (*.f64 y y))
cost-diff	0	#s(approx (- (/ x (* y y)) 3) #s(approx (/ x (* y y)) (*.f64 y y)))

Calls

Call 1

Inputs
#s(approx (- (/ x (* y y)) 3) #s(approx (/ x (* y y)) (*.f64 y y)))
#s(approx (/ x (* y y)) (*.f64 y y))
(*.f64 y y)
y

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

localize18.0ms (2%)

Memory

-19.1MiB live, 22.2MiB allocated

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0.0	(*.f64 y y)
accuracy	31.051056685274496	#s(approx (- (/ x (* y y)) 3) #s(approx (/ x (* y y)) (*.f64 y y)))
accuracy	62.44419224858689	#s(approx (/ x (* y y)) (*.f64 y y))

Samples

13.0ms

256×

valid

Compiler

Compiled 48 to 17 computations (64.6% saved)

Precisions

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

ival-div: 2.0ms (37.2% of total)

ival-mult: 2.0ms (37.2% of total)

ival-sub: 1.0ms (18.6% 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

4.9MiB live, 4.9MiB allocated

Counts

3 → 7

Calls

Call 1

Inputs
#s(approx (- (/ x (* y y)) 3) #s(approx (/ x (* y y)) (*.f64 y y)))
#s(approx (/ x (* y y)) (*.f64 y y))
(*.f64 y y)

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

Calls

6 calls:

Time	Variable		Point	Expression
1.0ms	x	@	-inf	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y))
0.0ms	x	@	inf	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y))
0.0ms	y	@	-inf	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y))
0.0ms	y	@	inf	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y))
0.0ms	x	@	0	((- (/ x (* y y)) 3) (/ x (* y y)) (* y y))

simplify0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Algorithm

1×	egg-herbie

Counts

7 → 3

Calls

Call 1

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

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

rewrite0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Counts

3 → 3

Calls

Call 1

Inputs
#s(approx (- (/ x (* y y)) 3) #s(approx (/ x (* y y)) (*.f64 y y)))
#s(approx (/ x (* y y)) (*.f64 y y))
(*.f64 y y)

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

eval1.0ms (0.1%)

Memory: 0.9MiB live, 0.9MiB allocated
Compiler: Compiled 76 to 10 computations (86.8% saved)

prune3.0ms (0.3%)

Memory

4.4MiB live, 4.4MiB allocated

Pruning

4 alts after pruning (0 fresh and 4 done)

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

Accuracy

94.6%

Counts

8 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	94.6%	(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))
✓	7.8%	(-.f64 #s(approx (/ x (* y y)) (*.f64 y y)) #s(literal 3 binary64))
✓	46.1%	#s(approx (- (/ x (* y y)) 3) (/.f64 x (*.f64 y y)))
✓	1.8%	#s(approx (- (/ x (* y y)) 3) #s(approx (/ x (* y y)) (*.f64 y y)))

Compiler

Compiled 96 to 46 computations (52.1% saved)

regimes10.0ms (1.1%)

Memory

17.5MiB live, 17.5MiB allocated

Counts

4 → 1

Calls

Call 1

Inputs
#s(approx (- (/ x (* y y)) 3) #s(approx (/ x (* y y)) (*.f64 y y)))
(-.f64 #s(approx (/ x (* y y)) (*.f64 y y)) #s(literal 3 binary64))
#s(approx (- (/ x (* y y)) 3) (/.f64 x (*.f64 y y)))
(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))

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

Calls

5 calls:

2.0ms	x
2.0ms	y
2.0ms	(*.f64 y y)
2.0ms	(/.f64 x (*.f64 y y))
2.0ms	(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))

Results

Accuracy	Segments	Branch
94.6%	1	`x`
94.6%	1	`y`
94.6%	1	`(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))`
94.6%	1	`(/.f64 x (*.f64 y y))`
94.6%	1	`(*.f64 y y)`

Compiler

Compiled 17 to 17 computations (0% saved)

regimes9.0ms (1.1%)

Memory

-22.5MiB live, 16.3MiB allocated

Counts

3 → 3

Calls

Call 1

Inputs
#s(approx (- (/ x (* y y)) 3) #s(approx (/ x (* y y)) (*.f64 y y)))
(-.f64 #s(approx (/ x (* y y)) (*.f64 y y)) #s(literal 3 binary64))
#s(approx (- (/ x (* y y)) 3) (/.f64 x (*.f64 y y)))

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

Calls

5 calls:

2.0ms	(*.f64 y y)
2.0ms	x
2.0ms	y
2.0ms	(/.f64 x (*.f64 y y))
1.0ms	(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))

Results

Accuracy	Segments	Branch
49.2%	3	`x`
46.1%	1	`y`
50.9%	3	`(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))`
50.9%	3	`(/.f64 x (*.f64 y y))`
46.1%	1	`(*.f64 y y)`

Compiler

Compiled 17 to 17 computations (0% saved)

regimes7.0ms (0.8%)

Memory

14.3MiB live, 14.3MiB allocated

Counts

2 → 1

Calls

Call 1

Inputs
#s(approx (- (/ x (* y y)) 3) #s(approx (/ x (* y y)) (*.f64 y y)))
(-.f64 #s(approx (/ x (* y y)) (*.f64 y y)) #s(literal 3 binary64))

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

Calls

5 calls:

1.0ms	x
1.0ms	y
1.0ms	(/.f64 x (*.f64 y y))
1.0ms	(*.f64 y y)
1.0ms	(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))

Results

Accuracy	Segments	Branch
7.8%	1	`y`
7.8%	1	`(*.f64 y y)`
7.8%	1	`x`
7.8%	1	`(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))`
7.8%	1	`(/.f64 x (*.f64 y y))`

Compiler

Compiled 17 to 17 computations (0% saved)

regimes6.0ms (0.7%)

Memory

-27.0MiB live, 12.2MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

Inputs
#s(approx (- (/ x (* y y)) 3) #s(approx (/ x (* y y)) (*.f64 y y)))

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

Calls

5 calls:

1.0ms	y
1.0ms	x
1.0ms	(/.f64 x (*.f64 y y))
1.0ms	(*.f64 y y)
1.0ms	(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))

Results

Accuracy	Segments	Branch
1.8%	1	`(/.f64 x (*.f64 y y))`
1.8%	1	`(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))`
1.8%	1	`x`
1.8%	1	`y`
1.8%	1	`(*.f64 y y)`

Compiler

Compiled 17 to 17 computations (0% saved)

bsearch1.0ms (0.1%)

Memory

0.9MiB live, 0.9MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	0.9173897871793045	1075.1682704243146
0.0ms	-3143.5593024464974	-1.042936300438439e-33

Compiler

Compiled 10 to 11 computations (-10% saved)

simplify4.0ms (0.5%)

Memory

8.7MiB live, 8.7MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))
(if (<=.f64 (/.f64 x (.f64 y y)) #s(literal -2000 binary64)) #s(approx (- (/ x ( y y)) 3) (/.f64 x (.f64 y y))) (if (<=.f64 (/.f64 x (.f64 y y)) #s(literal 1 binary64)) (-.f64 #s(approx (/ x (* y y)) (.f64 y y)) #s(literal 3 binary64)) #s(approx (- (/ x ( y y)) 3) (/.f64 x (*.f64 y y)))))
(-.f64 #s(approx (/ x (* y y)) (*.f64 y y)) #s(literal 3 binary64))
#s(approx (- (/ x (* y y)) 3) #s(approx (/ x (* y y)) (*.f64 y y)))

Outputs
(-.f64 (/.f64 x (*.f64 y y)) #s(literal 3 binary64))
(if (<=.f64 (/.f64 x (.f64 y y)) #s(literal -2000 binary64)) #s(approx (- (/ x ( y y)) 3) (/.f64 x (.f64 y y))) (if (<=.f64 (/.f64 x (.f64 y y)) #s(literal 1 binary64)) (-.f64 #s(approx (/ x (* y y)) (.f64 y y)) #s(literal 3 binary64)) #s(approx (- (/ x ( y y)) 3) (/.f64 x (*.f64 y y)))))
(-.f64 #s(approx (/ x (* y y)) (*.f64 y y)) #s(literal 3 binary64))
#s(approx (- (/ x (* y y)) 3) #s(approx (/ x (* y y)) (*.f64 y y)))

soundness1.0ms (0.1%)

Memory

1.8MiB live, 1.8MiB allocated

Stop Event

1×

done

Compiler

Compiled 88 to 20 computations (77.3% saved)

preprocess30.0ms (3.5%)

Memory: 7.6MiB live, 45.8MiB allocated
Compiler: Compiled 204 to 64 computations (68.6% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze12.0ms (1.4%)

sample634.0ms (73.5%)

explain68.0ms (7.9%)

preprocess3.0ms (0.3%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify0.0ms (0%)

localize18.0ms (2.1%)

series5.0ms (0.6%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune1.0ms (0.1%)

simplify0.0ms (0%)

localize20.0ms (2.3%)

series3.0ms (0.4%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune2.0ms (0.2%)

simplify0.0ms (0%)

localize18.0ms (2%)

series3.0ms (0.3%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune3.0ms (0.3%)

regimes10.0ms (1.1%)

regimes9.0ms (1.1%)

regimes7.0ms (0.8%)

regimes6.0ms (0.7%)

bsearch1.0ms (0.1%)

simplify4.0ms (0.5%)

soundness1.0ms (0.1%)

preprocess30.0ms (3.5%)

end0.0ms (0%)

Profiling