Metrics for Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, B

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze63.0ms (2.9%)

Memory

6.7MiB live, 23.7MiB 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 15 to 14 computations (6.7% saved)

sample49.0ms (2.3%)

Memory

-4.6MiB live, 11.0MiB allocated

Samples

26.0ms	78×	1	valid
13.0ms	182×	0	valid

Precisions

Click to see histograms. Total time spent on operations: 31.0ms

ival-log: 20.0ms (63.7% of total)

ival-mult: 4.0ms (12.7% of total)

ival-sub: 3.0ms (9.6% of total)

adjust: 3.0ms (9.6% of total)

ival-add: 1.0ms (3.2% of total)

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

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

exact: 0.0ms (0% of total)

Bogosity

explain1.9s (86.7%)

Memory

14.4MiB live, 892.7MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
256	-	-	`(log.f64 (-.f64 #s(literal 1 binary64) y))`
0	-	-	`(*.f64 x (log.f64 y))`
0	-	-	`(-.f64 #s(literal 1 binary64) y)`
0	-	-	`(log.f64 y)`
0	-	-	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
0	-	-	`t`
0	-	-	`#s(literal 1 binary64)`
0	-	-	`z`
0	-	-	`(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))`
0	-	-	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
0	-	-	`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	256	0

Confusion

	Predicted +	Predicted -
+	33	0
-	223	0

Precision

0.12890625

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	33	0	0
-	223	0	0

Precision?

0.12890625

Recall?

1.0

2:

4:

8:

16:

32:

64:

128:

256:

512:

1024:

2048:

Freqs

test

number	freq
1	256

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Total Time

8.802978515625

Average Time

0.034386634826660156

Samples

687.0ms	2 388×	1	valid
281.0ms	660×	2	valid
2.0ms	24×	0	valid

Compiler

Compiled 1 908 to 600 computations (68.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 787.0ms

ival-log: 476.0ms (60.5% of total)

adjust: 140.0ms (17.8% of total)

ival-mult: 79.0ms (10% of total)

ival-sub: 59.0ms (7.5% of total)

ival-add: 27.0ms (3.4% of total)

ival-true: 2.0ms (0.3% of total)

exact: 2.0ms (0.3% of total)

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

preprocess141.0ms (6.6%)

Memory

-2.5MiB live, 8.3MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	64	196
1	148	188
2	371	185
3	987	185
4	1995	185
5	3007	185
6	3660	185
7	3863	185
8	3906	185
9	3916	185
10	3922	185
11	4005	185
12	4061	185
13	4085	185
14	4085	185
0	12	13
0	19	13
1	30	13
2	43	13
3	66	13
4	102	13
5	171	13
6	313	13
7	518	13
8	688	13
9	744	13
10	770	13
0	770	11

Stop Event

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

Calls

Call 1

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

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

Compiler

Compiled 13 to 12 computations (7.7% 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
	88.5%	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Compiler

Compiled 26 to 24 computations (7.7% saved)

simplify28.0ms (1.3%)

Memory

-5.2MiB live, 18.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	13
1	22	13
2	29	13
3	33	13
4	35	13

Stop Event

1×

saturated

Calls

Call 1

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

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

soundness0.0ms (0%)

Memory

0.2MiB live, 0.2MiB allocated

Stop Event

1×

fuel

Compiler

Compiled 13 to 12 computations (7.7% saved)

preprocess3.0ms (0.1%)

Memory: 2.1MiB live, 2.1MiB allocated
Compiler: Compiled 114 to 92 computations (19.3% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze63.0ms (2.9%)

sample49.0ms (2.3%)

explain1.9s (86.7%)

preprocess141.0ms (6.6%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify28.0ms (1.3%)

soundness0.0ms (0%)

preprocess3.0ms (0.1%)

end0.0ms (0%)

Profiling