Metrics for Statistics.Distribution.Beta:$cdensity from math-functions-0.1.5.2

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze145.0ms (6.1%)

Memory

1.2MiB live, 26.1MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.8%	0.2%	0%	0%	0%	0
0%	0%	99.8%	0.2%	0%	0%	0%	1
0%	0%	99.8%	0.2%	0%	0%	0%	2
0%	0%	49.9%	0.2%	0%	49.9%	0%	3
0%	0%	49.9%	0.2%	0%	49.9%	0%	4
0%	0%	49.9%	0.2%	0%	49.9%	0%	5
0%	0%	49.9%	0.2%	0%	49.9%	0%	6
0%	0%	25%	0.2%	0%	74.9%	0%	7
0%	0%	25%	0.2%	0%	74.9%	0%	8
0%	0%	25%	0.2%	0%	74.9%	0%	9
0%	0%	25%	0.2%	0%	74.9%	0%	10
50%	12.5%	12.5%	0.2%	0%	74.9%	0%	11
50%	12.5%	12.5%	0.2%	0%	74.9%	0%	12

Compiler

Compiled 19 to 16 computations (15.8% saved)

sample47.0ms (2%)

Memory

3.8MiB live, 11.8MiB allocated

Samples

20.0ms	59×	1	valid
17.0ms	201×	0	valid
0.0ms	1×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 30.0ms

ival-log: 17.0ms (56.2% of total)

ival-sub: 5.0ms (16.5% of total)

ival-mult: 4.0ms (13.2% of total)

adjust: 2.0ms (6.6% of total)

ival-add: 1.0ms (3.3% of total)

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

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

exact: 0.0ms (0% of total)

Bogosity

explain2.0s (83.6%)

Memory

13.3MiB live, 1 106.5MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
254	-	-	`(log.f64 (-.f64 #s(literal 1 binary64) y))`
0	-	-	`(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
0	-	-	`(-.f64 #s(literal 1 binary64) y)`
0	-	-	`(log.f64 y)`
0	-	-	`t`
0	-	-	`#s(literal 1 binary64)`
0	-	-	`z`
0	-	-	`(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))`
0	-	-	`(-.f64 z #s(literal 1 binary64))`
0	-	-	`(+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))`
0	-	-	`(-.f64 x #s(literal 1 binary64))`
0	-	-	`y`
0	-	-	`(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))`
0	-	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`log.f64`	`(log.f64 (-.f64 #s(literal 1 binary64) y))`	sensitivity	254	0

Confusion

	Predicted +	Predicted -
+	38	0
-	216	2

Precision

0.14960629921259844

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	38	0	0
-	216	0	2

Precision?

0.14960629921259844

Recall?

1.0

2:

4:

8:

16:

32:

64:

128:

256:

512:

1024:

2048:

Freqs

test

number	freq
0	2
1	254

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Total Time

11.28759765625

Average Time

0.04409217834472656

Samples

629.0ms	2 148×	1	valid
287.0ms	684×	2	valid
25.0ms	240×	0	valid

Compiler

Compiled 2 604 to 696 computations (73.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 747.0ms

ival-log: 421.0ms (56.3% of total)

adjust: 116.0ms (15.5% of total)

ival-sub: 103.0ms (13.8% of total)

ival-mult: 75.0ms (10% of total)

ival-add: 26.0ms (3.5% of total)

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

exact: 2.0ms (0.3% of total)

ival-assert: 1.0ms (0.1% of total)

preprocess176.0ms (7.4%)

Memory

-10.8MiB live, 16.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	70	252
1	159	248
2	467	241
3	1721	240
4	4245	240
5	7008	240
0	14	17
0	23	17
1	38	17
2	64	17
3	140	17
4	297	17
5	818	17
6	2350	17
7	3514	17
8	3887	17
9	3933	17
10	3933	17
11	4316	17
12	4413	17
13	4413	17
14	4415	17
0	4415	15

Stop Event

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

Calls

Call 1

Inputs
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Outputs

(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))

Compiler

Compiled 17 to 14 computations (17.6% saved)

eval0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune1.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
	88.4%	(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Compiler

Compiled 34 to 28 computations (17.6% saved)

simplify19.0ms (0.8%)

Memory

2.3MiB live, 18.1MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	14	17
1	27	17
2	38	17
3	47	17
4	60	17
5	80	17

Stop Event

1×

saturated

Calls

Call 1

Inputs
(-.f64 (+.f64 (.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Outputs

(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

(-.f64 (+.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)

soundness0.0ms (0%)

Memory

0.2MiB live, 0.2MiB allocated

Stop Event

1×

fuel

Compiler

Compiled 17 to 14 computations (17.6% saved)

preprocess1.0ms (0%)

Memory: 0.4MiB live, 0.4MiB allocated
Compiler: Compiled 68 to 56 computations (17.6% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze145.0ms (6.1%)

sample47.0ms (2%)

explain2.0s (83.6%)

preprocess176.0ms (7.4%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify19.0ms (0.8%)

soundness0.0ms (0%)

preprocess1.0ms (0%)

end0.0ms (0%)

Profiling