Metrics for Data.HyperLogLog.Config:hll from hyperloglog-0.3.4

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

analyze0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated; 0ms collecting garbage

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.9%	0.1%	0%	0%	0%	0
100%	99.9%	0%	0.1%	0%	0%	0%	1

Compiler

Compiled 7 to 6 computations (14.3% saved)

sample568.0ms (46.3%)

Memory

27.7MiB live, 745.6MiB allocated; 141ms collecting garbage

Samples

314.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 125.0ms

ival-mult: 114.0ms (91.2% of total)

ival-true: 6.0ms (4.8% of total)

ival-assert: 3.0ms (2.4% of total)

adjust: 2.0ms (1.6% of total)

Bogosity

explain46.0ms (3.8%)

Memory

-25.7MiB live, 74.9MiB allocated; 10ms collecting garbage

FPErrors

Click to see full error table

Example	Example	Subexpression
-	-	`y`
-	-	`(.f64 (.f64 x y) y)`
-	-	`(*.f64 x y)`
-	-	`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

21.0ms

512×

valid

Compiler

Compiled 29 to 16 computations (44.8% saved)

Precisions

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

ival-mult: 7.0ms (93.7% of total)

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

adjust: 0.0ms (0% of total)

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

preprocess19.0ms (1.6%)

Memory

35.3MiB live, 35.3MiB allocated; 0ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	31
1	36	27
2	83	27
3	138	27
4	213	27
5	272	27
0	4	5
0	6	5
1	10	5
2	15	5
3	36	5
4	72	5
5	104	5
6	126	5
7	140	5
0	140	5

Stop Event

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

Calls

Call 1

Inputs
(.f64 (.f64 x y) y)

Outputs
(.f64 (.f64 x y) y)
(.f64 (.f64 y y) x)

Symmetry

(abs y)

(negabs x)

Compiler

Compiled 5 to 4 computations (20% saved)

eval0.0ms (0%)

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

prune0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated; 0ms collecting garbage

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.9%	(.f64 (.f64 x y) y)

Compiler

Compiled 5 to 4 computations (20% saved)

simplify9.0ms (0.7%)

Memory

-38.9MiB live, 7.5MiB allocated; 4ms collecting garbage

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 x y)
cost-diff	0	(.f64 (.f64 x y) y)

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	4	10
0	6	10
1	10	10
2	15	10
3	36	10
4	72	10
5	104	10
6	126	10
7	140	10
0	140	10

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
(.f64 (.f64 x y) y)
(*.f64 x y)
x
y

Outputs
(.f64 (.f64 x y) y)
(.f64 (.f64 y y) x)
(*.f64 x y)
(*.f64 y x)
x
y

localize13.0ms (1%)

Memory

24.0MiB live, 24.0MiB allocated; 0ms collecting garbage

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
accuracy	0.0	(*.f64 x y)
accuracy	0.09375	(.f64 (.f64 x y) y)

Samples

9.0ms

256×

valid

Compiler

Compiled 12 to 6 computations (50% saved)

Precisions

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

ival-mult: 3.0ms (88% of total)

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

adjust: 0.0ms (0% of total)

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

series5.0ms (0.4%)

Memory

12.9MiB live, 12.9MiB allocated; 0ms collecting garbage

Counts

2 → 2

Calls

Call 1

Inputs
(.f64 (.f64 x y) y)
(*.f64 x y)

Outputs
(* x (pow y 2))
(* x y)

Calls

6 calls:

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

simplify182.0ms (14.8%)

Memory

-24.5MiB live, 67.6MiB allocated; 5ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	6	8
1	11	8
2	22	8
3	48	8
4	106	8
5	216	8
6	725	8
7	5263	8
0	8530	8

Stop Event

1×	iter limit
1×	node limit

Counts

2 → 2

Calls

Call 1

Inputs
(* x (pow y 2))
(* x y)

Outputs
(* x (pow y 2))
(.f64 (.f64 y x) y)
(* x y)
(*.f64 y x)

rewrite96.0ms (7.8%)

Memory

-15.5MiB live, 36.7MiB allocated; 116ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	4	8
0	6	8
1	10	8
2	17	8
3	48	8
0	169	8

Stop Event

1×	iter limit
1×	iter limit
1×	iter limit
1×	unsound
1×	iter limit

Counts

2 → 11

Calls

Call 1

Inputs
(.f64 (.f64 x y) y)
(*.f64 x y)

Outputs
(.f64 (.f64 (neg.f64 y) x) (neg.f64 y))
(.f64 (.f64 y y) x)
(.f64 (neg.f64 y) (.f64 (neg.f64 y) x))
(.f64 (.f64 y x) y)
(.f64 y (.f64 y x))
(.f64 x (.f64 y y))
(neg.f64 (.f64 (.f64 (neg.f64 y) x) y))
(neg.f64 (.f64 y (.f64 (neg.f64 y) x)))
(neg.f64 (.f64 (.f64 y y) x))
(*.f64 y x)
(*.f64 x y)

eval9.0ms (0.8%)

Memory: 13.0MiB live, 13.0MiB allocated; 0ms collecting garbage
Compiler: Compiled 84 to 24 computations (71.4% saved)

prune1.0ms (0.1%)

Memory

2.5MiB live, 2.5MiB allocated; 0ms collecting garbage

Pruning

2 alts after pruning (1 fresh and 1 done)

	Pruned	Kept	Total
New	12	1	13
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	12	2	14

Accuracy

99.9%

Counts

14 → 2

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	90.0%	(.f64 (.f64 y y) x)
✓	99.9%	(.f64 (.f64 x y) y)

Compiler

Compiled 10 to 8 computations (20% saved)

simplify6.0ms (0.5%)

Memory

11.5MiB live, 11.5MiB allocated; 0ms collecting garbage

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 y y)
cost-diff	0	(.f64 (.f64 y y) x)

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	4	10
0	6	10
1	13	10
2	37	10
3	73	10
4	105	10
5	127	10
6	138	10
0	138	10

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
(.f64 (.f64 y y) x)
(*.f64 y y)
y
x

Outputs
(.f64 (.f64 y y) x)
(.f64 x (.f64 y y))
(*.f64 y y)
y
x

localize18.0ms (1.5%)

Memory

-28.2MiB live, 22.9MiB allocated; 9ms collecting garbage

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
accuracy	0.0	(*.f64 y y)
accuracy	6.414726821145273	(.f64 (.f64 y y) x)

Samples

9.0ms

256×

valid

Compiler

Compiled 12 to 6 computations (50% saved)

Precisions

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

ival-mult: 3.0ms (87.7% of total)

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

adjust: 0.0ms (0% of total)

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

series2.0ms (0.2%)

Memory

2.4MiB live, 2.4MiB allocated; 0ms collecting garbage

Counts

2 → 2

Calls

Call 1

Inputs
(.f64 (.f64 y y) x)
(*.f64 y y)

Outputs
(* x (pow y 2))
(pow y 2)

Calls

6 calls:

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

simplify157.0ms (12.8%)

Memory

39.2MiB live, 129.4MiB allocated; 8ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	5	8
1	9	8
2	22	8
3	49	8
4	107	8
5	217	8
6	726	8
7	5264	8
0	8531	8

Stop Event

1×	iter limit
1×	node limit

Counts

2 → 2

Calls

Call 1

Inputs
(* x (pow y 2))
(pow y 2)

Outputs
(* x (pow y 2))
(.f64 (.f64 x y) y)
(pow y 2)
(*.f64 y y)

rewrite46.0ms (3.8%)

Memory

-24.3MiB live, 29.4MiB allocated; 10ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	4	8
0	6	8
1	15	8
2	49	8
0	174	8

Stop Event

1×	iter limit
1×	iter limit
1×	iter limit
1×	unsound
1×	iter limit

Counts

2 → 24

Calls

Call 1

Inputs
(.f64 (.f64 y y) x)
(*.f64 y y)

Outputs
(.f64 (.f64 (neg.f64 y) x) (neg.f64 y))
(.f64 (.f64 y y) x)
(.f64 (.f64 x y) y)
(.f64 (neg.f64 y) (.f64 (neg.f64 y) x))
(.f64 x (.f64 y y))
(.f64 y (.f64 x y))
(neg.f64 (.f64 (.f64 (neg.f64 y) x) y))
(neg.f64 (.f64 y (.f64 (neg.f64 y) x)))
(neg.f64 (.f64 (.f64 y y) x))
(*.f64 (exp.f64 (log.f64 y)) (exp.f64 (log.f64 y)))
(*.f64 (neg.f64 y) (neg.f64 y))
(*.f64 (neg.f64 y) y)
(*.f64 y (neg.f64 y))
(*.f64 y y)
(pow.f64 (exp.f64 (log.f64 y)) #s(literal 2 binary64))
(pow.f64 (*.f64 y y) #s(literal 1 binary64))
(pow.f64 (neg.f64 y) #s(literal 2 binary64))
(pow.f64 y #s(literal 2 binary64))
(neg.f64 (*.f64 y y))
(sqrt.f64 (.f64 (.f64 y y) (*.f64 y y)))
(fabs.f64 (*.f64 y y))
(exp.f64 (*.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64)))
(exp.f64 (*.f64 (log.f64 y) #s(literal 2 binary64)))
(+.f64 (cosh.f64 (.f64 (log.f64 y) #s(literal 2 binary64))) (sinh.f64 (.f64 (log.f64 y) #s(literal 2 binary64))))

eval2.0ms (0.2%)

Memory: 5.1MiB live, 5.0MiB allocated; 0ms collecting garbage
Compiler: Compiled 182 to 60 computations (67% saved)

prune2.0ms (0.1%)

Memory

4.6MiB live, 4.6MiB allocated; 0ms collecting garbage

Pruning

2 alts after pruning (0 fresh and 2 done)

	Pruned	Kept	Total
New	26	0	26
Fresh	0	0	0
Picked	0	1	1
Done	0	1	1
Total	26	2	28

Accuracy

99.9%

Counts

28 → 2

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	90.0%	(.f64 (.f64 y y) x)
✓	99.9%	(.f64 (.f64 x y) y)

Compiler

Compiled 20 to 14 computations (30% saved)

regimes4.0ms (0.3%)

Memory

6.5MiB live, 6.5MiB allocated; 0ms collecting garbage

Accuracy

Total -6.4b remaining (-6796.5%)

Threshold costs -6.4b (-6796.5%)

Counts

2 → 1

Calls

Call 1

Inputs
(.f64 (.f64 x y) y)
(.f64 (.f64 y y) x)

Outputs
(.f64 (.f64 x y) y)

Calls

3 calls:

1.0ms	y
1.0ms	x
1.0ms	(.f64 (.f64 x y) y)

Results

Accuracy	Segments	Branch
99.9%	1	`(.f64 (.f64 x y) y)`
99.9%	1	`x`
99.9%	1	`y`

Compiler

Compiled 7 to 8 computations (-14.3% saved)

simplify16.0ms (1.3%)

Memory

-24.4MiB live, 21.1MiB allocated; 6ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	4	5

Stop Event

1×

saturated

Calls

Call 1

Inputs
(.f64 (.f64 x y) y)

Outputs
(.f64 (.f64 x y) y)

derivations0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated; 0ms collecting garbage

Stop Event

1×

done

Compiler

Compiled 5 to 4 computations (20% saved)

preprocess24.0ms (2%)

Memory

-3.3MiB live, 40.9MiB allocated; 9ms collecting garbage

Remove

(negabs x)

(abs y)

Compiler

Compiled 60 to 48 computations (20% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

Iter	Nodes	Cost
0	12	31
1	36	27
2	83	27
3	138	27
4	213	27
5	272	27
0	4	5
0	6	5
1	10	5
2	15	5
3	36	5
4	72	5
5	104	5
6	126	5
7	140	5
0	140	5

Iter	Nodes	Cost
0	12	31
1	36	27
2	83	27
3	138	27
4	213	27
5	272	27
0	4	5
0	6	5
1	10	5
2	15	5
3	36	5
4	72	5
5	104	5
6	126	5
7	140	5
0	140	5

start0.0ms (0%)

analyze0.0ms (0%)

sample568.0ms (46.3%)

explain46.0ms (3.8%)

preprocess19.0ms (1.6%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify9.0ms (0.7%)

localize13.0ms (1%)

series5.0ms (0.4%)

simplify182.0ms (14.8%)

rewrite96.0ms (7.8%)

eval9.0ms (0.8%)

prune1.0ms (0.1%)

simplify6.0ms (0.5%)

localize18.0ms (1.5%)

series2.0ms (0.2%)

simplify157.0ms (12.8%)

rewrite46.0ms (3.8%)

eval2.0ms (0.2%)

prune2.0ms (0.1%)

regimes4.0ms (0.3%)

simplify16.0ms (1.3%)

derivations0.0ms (0%)

preprocess24.0ms (2%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	12	31
1	36	27
2	83	27
3	138	27
4	213	27
5	272	27
0	4	5
0	6	5
1	10	5
2	15	5
3	36	5
4	72	5
5	104	5
6	126	5
7	140	5
0	140	5