Metrics for Crypto.Random.Test:calculate from crypto-random-0.0.9

start0.0ms (0%)

Memory: 0.0MiB live, 0.1MiB allocated

analyze37.0ms (4.1%)

Memory

23.3MiB live, 61.6MiB 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
0%	0%	99.9%	0.1%	0%	0%	0%	3
50%	49.9%	49.9%	0.1%	0%	0%	0%	4
50%	49.9%	49.9%	0.1%	0%	0%	0%	5
50%	49.9%	49.9%	0.1%	0%	0%	0%	6
75%	74.9%	25%	0.1%	0%	0%	0%	7
75%	74.9%	25%	0.1%	0%	0%	0%	8
75%	74.9%	25%	0.1%	0%	0%	0%	9
87.5%	87.4%	12.5%	0.1%	0%	0%	0%	10
87.5%	87.4%	12.5%	0.1%	0%	0%	0%	11
87.5%	87.4%	12.5%	0.1%	0%	0%	0%	12

Compiler

Compiled 9 to 8 computations (11.1% saved)

sample666.0ms (75.1%)

Memory

-0.9MiB live, 1 103.7MiB allocated

Samples

386.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 188.0ms

ival-mult: 66.0ms (35.2% of total)

ival-div: 62.0ms (33% of total)

ival-add: 49.0ms (26.1% of total)

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

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

Bogosity

explain67.0ms (7.5%)

Memory

3.2MiB live, 167.2MiB allocated

FPErrors

Click to see full error table

Ground Truth	Overpredictions	Example	Underpredictions	Example	Subexpression
42	1	(1.3697504079302678e+54 -4.4377773176181947e-308 3.4626051524867637e-292)	3	(-7.755873426996602e+197 -2.132415377757506e-156 -4.609396467811824e-306)	`(/.f64 (*.f64 y y) z)`
0	0	-	0	-	`(+.f64 x (/.f64 (*.f64 y y) z))`
0	0	-	0	-	`y`
0	0	-	0	-	`(*.f64 y y)`
0	0	-	0	-	`z`
0	0	-	0	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`/.f64`	`(/.f64 (*.f64 y y) z)`	o/n	19	0
↳	`(*.f64 y y)`	overflow	61
`/.f64`	`(/.f64 (*.f64 y y) z)`	u/n	7	0
↳	`(*.f64 y y)`	underflow	63

Confusion

	Predicted +	Predicted -
+	24	1
-	2	229

Precision

0.9230769230769231

Recall

0.96

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	24	0	1
-	2	0	229

Precision?

0.9230769230769231

Recall?

0.96

Freqs

test

number	freq
0	230
1	26

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 65 to 28 computations (56.9% saved)

Precisions

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

ival-div: 4.0ms (37% of total)

ival-mult: 4.0ms (37% of total)

ival-add: 2.0ms (18.5% of total)

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

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

preprocess3.0ms (0.3%)

Memory

5.7MiB live, 5.7MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

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

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

Compiler

Compiled 7 to 6 computations (14.3% saved)

eval0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	91.1%	(+.f64 x (/.f64 (*.f64 y y) z))

Compiler

Compiled 7 to 6 computations (14.3% saved)

simplify0.0ms (0%)

Memory

0.6MiB live, 0.6MiB 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 (*.f64 y y) z)
cost-diff	0	(+.f64 x (/.f64 (*.f64 y y) z))

Calls

Call 1

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

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

localize18.0ms (2%)

Memory

-14.2MiB live, 24.1MiB allocated

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0.0	(*.f64 y y)
accuracy	0.00390625	(+.f64 x (/.f64 (*.f64 y y) z))
accuracy	9.123103339666034	(/.f64 (*.f64 y y) z)

Samples

13.0ms

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 (38.4% of total)

ival-mult: 2.0ms (38.4% of total)

ival-add: 1.0ms (19.2% of total)

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

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

series5.0ms (0.6%)

Memory

8.3MiB live, 8.3MiB allocated

Counts

3 → 8

Calls

Call 1

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

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

Calls

9 calls:

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

simplify0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Algorithm

1×	egg-herbie

Counts

8 → 3

Calls

Call 1

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

Outputs
(/ (pow y 2) z)
(+.f64 x (/.f64 (*.f64 y y) z))
(+ x (/ (pow y 2) z))
(/.f64 (*.f64 y y) z)
x
(*.f64 y y)

rewrite0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Counts

3 → 3

Calls

Call 1

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

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

eval1.0ms (0.1%)

Memory: 1.2MiB live, 1.2MiB allocated
Compiler: Compiled 60 to 12 computations (80% saved)

prune1.0ms (0.1%)

Memory

2.1MiB live, 2.1MiB 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

91.2%

Counts

7 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	91.1%	(+.f64 x (/.f64 (*.f64 y y) z))
▶	40.4%	#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z))
▶	13.9%	#s(approx (+ x (/ (* y y) z)) (*.f64 y y))

Compiler

Compiled 31 to 23 computations (25.8% saved)

simplify0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 5 expressions of interest:

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

Calls

Call 1

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

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

localize19.0ms (2.2%)

Memory

-12.7MiB live, 25.6MiB allocated

Localize:

Found 5 expressions of interest:

New	Metric	Score
accuracy	0.0	(*.f64 y y)
accuracy	9.123103339666034	(/.f64 (*.f64 y y) z)
accuracy	32.717509114716094	#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z))
accuracy	0.0	(*.f64 y y)
accuracy	55.08077495862784	#s(approx (+ x (/ (* y y) z)) (*.f64 y y))

Samples

14.0ms

256×

valid

Compiler

Compiled 68 to 18 computations (73.5% saved)

Precisions

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

ival-div: 3.0ms (44.9% of total)

ival-mult: 2.0ms (29.9% of total)

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

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

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

series4.0ms (0.4%)

Memory

6.5MiB live, 6.5MiB allocated

Counts

4 → 8

Calls

Call 1

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

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

Calls

9 calls:

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

simplify0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Algorithm

1×	egg-herbie

Counts

8 → 4

Calls

Call 1

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

Outputs
(/ (pow y 2) z)
#s(approx (+ x (/ (* y y) z)) (*.f64 y y))
(+ x (/ (pow y 2) z))
(*.f64 y y)
x
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z))
(* x (+ 1 (/ (pow y 2) (* x z))))
(/.f64 (*.f64 y y) z)

rewrite0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Counts

4 → 4

Calls

Call 1

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

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

eval1.0ms (0.1%)

Memory: 1.4MiB live, 1.4MiB allocated
Compiler: Compiled 101 to 12 computations (88.1% saved)

prune2.0ms (0.2%)

Memory

3.9MiB live, 3.9MiB allocated

Pruning

3 alts after pruning (0 fresh and 3 done)

	Pruned	Kept	Total
New	7	0	7
Fresh	0	0	0
Picked	0	2	2
Done	0	1	1
Total	7	3	10

Accuracy

91.2%

Counts

10 → 3

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	91.1%	(+.f64 x (/.f64 (*.f64 y y) z))
✓	40.4%	#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z))
✓	13.9%	#s(approx (+ x (/ (* y y) z)) (*.f64 y y))

Compiler

Compiled 62 to 34 computations (45.2% saved)

regimes12.0ms (1.4%)

Memory

-19.2MiB live, 21.7MiB allocated

Counts

3 → 1

Calls

Call 1

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

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

Calls

6 calls:

4.0ms	z
2.0ms	y
2.0ms	x
2.0ms	(+.f64 x (/.f64 (*.f64 y y) z))
1.0ms	(*.f64 y y)

Results

Accuracy	Segments	Branch
91.1%	1	`x`
91.1%	1	`y`
91.1%	1	`z`
91.1%	1	`(+.f64 x (/.f64 (*.f64 y y) z))`
91.1%	1	`(/.f64 (*.f64 y y) z)`
91.1%	1	`(*.f64 y y)`

Compiler

Compiled 18 to 24 computations (-33.3% saved)

regimes8.0ms (1%)

Memory

24.2MiB live, 24.2MiB allocated

Counts

2 → 1

Calls

Call 1

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

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

Calls

6 calls:

1.0ms	y
1.0ms	x
1.0ms	z
1.0ms	(+.f64 x (/.f64 (*.f64 y y) z))
1.0ms	(*.f64 y y)

Results

Accuracy	Segments	Branch
40.4%	1	`x`
40.4%	1	`y`
40.4%	1	`z`
40.4%	1	`(*.f64 y y)`
40.4%	1	`(+.f64 x (/.f64 (*.f64 y y) z))`
40.4%	1	`(/.f64 (*.f64 y y) z)`

Compiler

Compiled 18 to 24 computations (-33.3% saved)

regimes8.0ms (1%)

Memory

-21.0MiB live, 17.2MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

6 calls:

3.0ms	z
1.0ms	y
1.0ms	x
1.0ms	(+.f64 x (/.f64 (*.f64 y y) z))
1.0ms	(/.f64 (*.f64 y y) z)

Results

Accuracy	Segments	Branch
13.9%	1	`y`
13.9%	1	`(*.f64 y y)`
13.9%	1	`(+.f64 x (/.f64 (*.f64 y y) z))`
13.9%	1	`z`
13.9%	1	`x`
13.9%	1	`(/.f64 (*.f64 y y) z)`

Compiler

Compiled 18 to 24 computations (-33.3% saved)

simplify4.0ms (0.5%)

Memory

9.6MiB live, 9.6MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

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

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

soundness1.0ms (0.1%)

Memory

1.4MiB live, 1.4MiB allocated

Stop Event

1×

done

Compiler

Compiled 31 to 11 computations (64.5% saved)

preprocess27.0ms (3.1%)

Memory: 11.9MiB live, 49.7MiB allocated
Compiler: Compiled 90 to 46 computations (48.9% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze37.0ms (4.1%)

sample666.0ms (75.1%)

explain67.0ms (7.5%)

preprocess3.0ms (0.3%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify0.0ms (0%)

localize18.0ms (2%)

series5.0ms (0.6%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune1.0ms (0.1%)

simplify0.0ms (0%)

localize19.0ms (2.2%)

series4.0ms (0.4%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune2.0ms (0.2%)

regimes12.0ms (1.4%)

regimes8.0ms (1%)

regimes8.0ms (1%)

simplify4.0ms (0.5%)

soundness1.0ms (0.1%)

preprocess27.0ms (3.1%)

end0.0ms (0%)

Profiling