Metrics for Data.Random.Distribution.Normal:doubleStdNormalZ from random-fu-0.2.6.2

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze0.0ms (0%)

Memory

0.3MiB live, 0.3MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	100%	0%	0%	0%	0%	0
100%	100%	0%	0%	0%	0%	0%	1

Compiler

Compiled 7 to 6 computations (14.3% saved)

sample438.0ms (77.8%)

Memory

5.0MiB live, 798.7MiB allocated

Samples

254.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 104.0ms

ival-add: 45.0ms (43.4% of total)

ival-sub: 44.0ms (42.4% of total)

ival-true: 6.0ms (5.8% of total)

exact: 5.0ms (4.8% of total)

ival-assert: 3.0ms (2.9% of total)

Bogosity

explain48.0ms (8.5%)

Memory

20.6MiB live, 63.0MiB allocated

FPErrors

Click to see full error table

Example	Example	Subexpression
-	-	`(+.f64 x x)`
-	-	`#s(literal 1 binary64)`
-	-	`(-.f64 (+.f64 x x) #s(literal 1 binary64))`
-	-	`x`

Confusion

	Predicted +	Predicted -
+	0	0
-	0	256

Precision

0/0

Recall

0/0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	0	256

Precision?

0/0

Recall?

0/0

Freqs

test

number	freq
0	256

Total Confusion?

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

Precision?

0/0

Recall?

0/0

Samples

22.0ms

512×

valid

Compiler

Compiled 39 to 20 computations (48.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 6.0ms

ival-sub: 3.0ms (49.5% of total)

ival-add: 3.0ms (49.5% of total)

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

exact: 0.0ms (0% of total)

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

preprocess2.0ms (0.4%)

Memory

3.5MiB live, 3.5MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(-.f64 (+.f64 x x) #s(literal 1 binary64))

Outputs
(-.f64 (+.f64 x x) #s(literal 1 binary64))

Compiler

Compiled 5 to 4 computations (20% saved)

eval0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated
Compiler: Compiled 0 to 1 computations (-∞% saved)

prune0.0ms (0.1%)

Memory

0.6MiB live, 0.6MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	100.0%	(-.f64 (+.f64 x x) #s(literal 1 binary64))

Compiler

Compiled 5 to 4 computations (20% saved)

simplify0.0ms (0.1%)

Memory

0.5MiB live, 0.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(+.f64 x x)
cost-diff	0	(-.f64 (+.f64 x x) #s(literal 1 binary64))

Calls

Call 1

Inputs
(-.f64 (+.f64 x x) #s(literal 1 binary64))
(+.f64 x x)
x
#s(literal 1 binary64)

Outputs
(-.f64 (+.f64 x x) #s(literal 1 binary64))
(+.f64 x x)
x
#s(literal 1 binary64)

localize18.0ms (3.2%)

Memory

-19.2MiB live, 16.4MiB allocated

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
accuracy	0.0	(-.f64 (+.f64 x x) #s(literal 1 binary64))
accuracy	0.0	(+.f64 x x)

Samples

14.0ms

256×

valid

Compiler

Compiled 22 to 10 computations (54.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 9.0ms

ival-add: 7.0ms (76.4% of total)

ival-sub: 1.0ms (10.9% of total)

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

exact: 0.0ms (0% of total)

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

series2.0ms (0.3%)

Memory

2.1MiB live, 2.1MiB allocated

Counts

2 → 5

Calls

Call 1

Inputs
(-.f64 (+.f64 x x) #s(literal 1 binary64))
(+.f64 x x)

Outputs
-1
(- (* 2 x) 1)
(* 2 x)
(* x (- 2 (/ 1 x)))
(* -1 (* x (- (/ 1 x) 2)))

Calls

3 calls:

Time	Variable		Point	Expression
1.0ms	x	@	inf	((- (+ x x) 1) (+ x x))
0.0ms	x	@	-inf	((- (+ x x) 1) (+ x x))
0.0ms	x	@	0	((- (+ x x) 1) (+ x x))

simplify0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Algorithm

1×	egg-herbie

Counts

5 → 2

Calls

Call 1

Inputs
-1
(- (* 2 x) 1)
(* 2 x)
(* x (- 2 (/ 1 x)))
(* -1 (* x (- (/ 1 x) 2)))

Outputs
-1
(-.f64 (+.f64 x x) #s(literal 1 binary64))
(- (* 2 x) 1)
(+.f64 x x)

rewrite0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Counts

2 → 2

Calls

Call 1

Inputs
(-.f64 (+.f64 x x) #s(literal 1 binary64))
(+.f64 x x)

Outputs
(-.f64 (+.f64 x x) #s(literal 1 binary64))
(+.f64 x x)

eval0.0ms (0.1%)

Memory: 0.8MiB live, 0.8MiB allocated
Compiler: Compiled 30 to 9 computations (70% saved)

prune1.0ms (0.1%)

Memory

1.5MiB live, 1.5MiB allocated

Pruning

2 alts after pruning (1 fresh and 1 done)

	Pruned	Kept	Total
New	3	1	4
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	3	2	5

Accuracy

100.0%

Counts

5 → 2

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	100.0%	(-.f64 (+.f64 x x) #s(literal 1 binary64))
▶	53.6%	#s(approx (- (+ x x) 1) (+.f64 x x))

Compiler

Compiled 14 to 10 computations (28.6% saved)

simplify0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(+.f64 x x)
cost-diff	0	#s(approx (- (+ x x) 1) (+.f64 x x))

Calls

Call 1

Inputs
#s(approx (- (+ x x) 1) (+.f64 x x))
(+.f64 x x)
x

Outputs
#s(approx (- (+ x x) 1) (+.f64 x x))
(+.f64 x x)
x

localize11.0ms (2%)

Memory

14.9MiB live, 14.9MiB allocated

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
accuracy	0.0	(+.f64 x x)
accuracy	29.667776706740966	#s(approx (- (+ x x) 1) (+.f64 x x))

Samples

7.0ms

256×

valid

Compiler

Compiled 24 to 12 computations (50% saved)

Precisions

Click to see histograms. Total time spent on operations: 3.0ms

ival-sub: 1.0ms (34.4% of total)

ival-add: 1.0ms (34.4% of total)

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

exact: 0.0ms (0% of total)

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

series1.0ms (0.2%)

Memory

1.3MiB live, 1.3MiB allocated

Counts

2 → 5

Calls

Call 1

Inputs
#s(approx (- (+ x x) 1) (+.f64 x x))
(+.f64 x x)

Outputs
-1
(- (* 2 x) 1)
(* 2 x)
(* x (- 2 (/ 1 x)))
(* -1 (* x (- (/ 1 x) 2)))

Calls

3 calls:

Time	Variable		Point	Expression
0.0ms	x	@	-inf	((- (+ x x) 1) (+ x x))
0.0ms	x	@	inf	((- (+ x x) 1) (+ x x))
0.0ms	x	@	0	((- (+ x x) 1) (+ x x))

simplify0.0ms (0%)

Memory

0.3MiB live, 0.3MiB allocated

Algorithm

1×	egg-herbie

Counts

5 → 2

Calls

Call 1

Inputs
-1
(- (* 2 x) 1)
(* 2 x)
(* x (- 2 (/ 1 x)))
(* -1 (* x (- (/ 1 x) 2)))

Outputs
-1
#s(approx (- (+ x x) 1) (+.f64 x x))
(- (* 2 x) 1)
(+.f64 x x)

rewrite0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Counts

2 → 2

Calls

Call 1

Inputs
#s(approx (- (+ x x) 1) (+.f64 x x))
(+.f64 x x)

Outputs
#s(approx (- (+ x x) 1) (+.f64 x x))
(+.f64 x x)

eval0.0ms (0.1%)

Memory: 0.6MiB live, 0.6MiB allocated
Compiler: Compiled 33 to 7 computations (78.8% saved)

prune1.0ms (0.3%)

Memory

2.4MiB live, 2.4MiB allocated

Pruning

2 alts after pruning (0 fresh and 2 done)

	Pruned	Kept	Total
New	3	0	3
Fresh	0	0	0
Picked	0	1	1
Done	0	1	1
Total	3	2	5

Accuracy

100.0%

Counts

5 → 2

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	100.0%	(-.f64 (+.f64 x x) #s(literal 1 binary64))
✓	53.6%	#s(approx (- (+ x x) 1) (+.f64 x x))

Compiler

Compiled 28 to 18 computations (35.7% saved)

regimes4.0ms (0.8%)

Memory

8.2MiB live, 8.2MiB allocated

Counts

2 → 1

Calls

Call 1

Inputs
#s(approx (- (+ x x) 1) (+.f64 x x))
(-.f64 (+.f64 x x) #s(literal 1 binary64))

Outputs
(-.f64 (+.f64 x x) #s(literal 1 binary64))

Calls

3 calls:

1.0ms	(+.f64 x x)
1.0ms	x
1.0ms	(-.f64 (+.f64 x x) #s(literal 1 binary64))

Results

Accuracy	Segments	Branch
100.0%	1	`x`
100.0%	1	`(-.f64 (+.f64 x x) #s(literal 1 binary64))`
100.0%	1	`(+.f64 x x)`

Compiler

Compiled 9 to 7 computations (22.2% saved)

regimes9.0ms (1.6%)

Memory

-29.1MiB live, 7.9MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

Inputs
#s(approx (- (+ x x) 1) (+.f64 x x))

Outputs
#s(approx (- (+ x x) 1) (+.f64 x x))

Calls

3 calls:

6.0ms	(+.f64 x x)
1.0ms	(-.f64 (+.f64 x x) #s(literal 1 binary64))
1.0ms	x

Results

Accuracy	Segments	Branch
53.6%	1	`x`
53.6%	1	`(-.f64 (+.f64 x x) #s(literal 1 binary64))`
53.6%	1	`(+.f64 x x)`

Compiler

Compiled 9 to 7 computations (22.2% saved)

simplify4.0ms (0.8%)

Memory

7.9MiB live, 7.9MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(-.f64 (+.f64 x x) #s(literal 1 binary64))
#s(approx (- (+ x x) 1) (+.f64 x x))

Outputs
(-.f64 (+.f64 x x) #s(literal 1 binary64))
#s(approx (- (+ x x) 1) (+.f64 x x))

soundness0.0ms (0.1%)

Memory

0.7MiB live, 0.7MiB allocated

Stop Event

1×

done

Compiler

Compiled 14 to 8 computations (42.9% saved)

preprocess20.0ms (3.6%)

Memory: -12.0MiB live, 25.1MiB allocated
Compiler: Compiled 38 to 24 computations (36.8% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze0.0ms (0%)

sample438.0ms (77.8%)

explain48.0ms (8.5%)

preprocess2.0ms (0.4%)

eval0.0ms (0%)

prune0.0ms (0.1%)

simplify0.0ms (0.1%)

localize18.0ms (3.2%)

series2.0ms (0.3%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval0.0ms (0.1%)

prune1.0ms (0.1%)

simplify0.0ms (0%)

localize11.0ms (2%)

series1.0ms (0.2%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval0.0ms (0.1%)

prune1.0ms (0.3%)

regimes4.0ms (0.8%)

regimes9.0ms (1.6%)

simplify4.0ms (0.8%)

soundness0.0ms (0.1%)

preprocess20.0ms (3.6%)

end0.0ms (0%)

Profiling