Metrics for Physics.ForceLayout:coulombForce from force-layout-0.4.0.2

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated; 0ms collecting garbage

analyze10.0ms (1%)

Memory

19.9MiB live, 19.9MiB 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
0%	0%	99.9%	0.1%	0%	0%	0%	1
0%	0%	99.9%	0.1%	0%	0%	0%	2
50%	50%	50%	0.1%	0%	0%	0%	3
50%	50%	50%	0.1%	0%	0%	0%	4
75%	74.9%	25%	0.1%	0%	0%	0%	5
75%	74.9%	25%	0.1%	0%	0%	0%	6
87.5%	87.4%	12.5%	0.1%	0%	0%	0%	7
87.5%	87.4%	12.5%	0.1%	0%	0%	0%	8
93.8%	93.7%	6.2%	0.1%	0%	0%	0%	9
93.8%	93.7%	6.2%	0.1%	0%	0%	0%	10
96.9%	96.8%	3.1%	0.1%	0%	0%	0%	11
96.9%	96.8%	3.1%	0.1%	0%	0%	0%	12

Compiler

Compiled 7 to 6 computations (14.3% saved)

sample679.0ms (73%)

Memory

30.4MiB live, 834.5MiB allocated; 224ms collecting garbage

Samples

372.0ms

8 256×

valid

Precisions

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

ival-div!: 103.0ms (54.7% of total)

ival-mult!: 84.0ms (44.6% of total)

adjust: 1.0ms (0.5% of total)

Bogosity

explain57.0ms (6.2%)

Memory

-21.5MiB live, 73.2MiB allocated; 13ms collecting garbage

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
34	-	1	(8.713268029262946e-256 2.520815920679956e-160)	`(/.f64 x (*.f64 y y))`
0	-	0	-	`y`
0	-	0	-	`(*.f64 y y)`
0	-	0	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`/.f64`	`(/.f64 x (*.f64 y y))`	n/o	18	0
↳	`(*.f64 y y)`	overflow	62
`/.f64`	`(/.f64 x (*.f64 y y))`	n/u	15	0
↳	`(*.f64 y y)`	underflow	63

Confusion

	Predicted +	Predicted -
+	33	1
-	0	222

Precision

1.0

Recall

0.9705882352941176

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	33	0	1
-	0	0	222

Precision?

1.0

Recall?

0.9705882352941176

Freqs

test

number	freq
0	223
1	33

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

19.0ms

512×

valid

Compiler

Compiled 29 to 16 computations (44.8% saved)

Precisions

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

ival-mult!: 6.0ms (69.6% of total)

ival-div!: 2.0ms (23.2% of total)

adjust: 0.0ms (0% of total)

preprocess9.0ms (1%)

Memory

17.1MiB live, 17.1MiB allocated; 0ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	13	32
1	40	32
2	93	32
3	140	32
4	176	32

Stop Event

1×

saturated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	88.3%	(/.f64 x (*.f64 y y))

Symmetry

(abs y)

(negabs x)

Compiler

Compiled 10 to 8 computations (20% saved)

series6.0ms (0.6%)

Memory

12.3MiB live, 12.3MiB allocated; 0ms collecting garbage

Counts

4 → 4

Calls

Call 1

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

Outputs
#s(approx (/ x (* y y)) #s(hole binary64 (/ x (pow y 2))))
#s(approx x #s(hole binary64 x))
#s(approx (* y y) #s(hole binary64 (pow y 2)))
#s(approx y #s(hole binary64 y))

Calls

6 calls:

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

rewrite41.0ms (4.4%)

Memory

-18.1MiB live, 70.6MiB allocated; 8ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	13	34
0	14	34
1	33	34
0	106	34

Stop Event

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

Counts

8 → 31

Calls

Call 1

Inputs
(/.f64 x (*.f64 y y))
x
(*.f64 y y)
y
#s(approx (/ x (* y y)) #s(hole binary64 (/ x (pow y 2))))
#s(approx x #s(hole binary64 x))
#s(approx (* y y) #s(hole binary64 (pow y 2)))
#s(approx y #s(hole binary64 y))

Outputs
(/.f64 (/.f64 x (neg.f64 y)) (neg.f64 y))
(/.f64 (/.f64 x (fabs.f64 y)) (fabs.f64 y))
(/.f64 (neg.f64 (/.f64 x y)) (neg.f64 y))
(/.f64 (neg.f64 (neg.f64 x)) (*.f64 y y))
(/.f64 (/.f64 x y) y)
(/.f64 (neg.f64 x) (*.f64 (neg.f64 y) y))
(/.f64 x (*.f64 y y))
(neg.f64 (/.f64 (neg.f64 x) (*.f64 y y)))
(neg.f64 (/.f64 x (*.f64 (neg.f64 y) y)))
x
(*.f64 (neg.f64 (neg.f64 y)) (neg.f64 (neg.f64 y)))
(*.f64 (neg.f64 (fabs.f64 y)) (neg.f64 (fabs.f64 y)))
(*.f64 (fabs.f64 (fabs.f64 y)) (fabs.f64 (fabs.f64 y)))
(*.f64 (exp.f64 (log.f64 y)) (exp.f64 (log.f64 y)))
(*.f64 (neg.f64 y) (neg.f64 y))
(*.f64 (fabs.f64 y) (fabs.f64 y))
(*.f64 y y)
(pow.f64 (exp.f64 (log.f64 y)) #s(literal 2 binary64))
(pow.f64 (neg.f64 y) #s(literal 2 binary64))
(pow.f64 (fabs.f64 y) #s(literal 2 binary64))
(pow.f64 (*.f64 y y) #s(literal 1 binary64))
(pow.f64 y #s(literal 2 binary64))
(neg.f64 (*.f64 (neg.f64 y) y))
(fabs.f64 (*.f64 y y))
(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))))
y
#s(approx (/ x (* y y)) (/.f64 x (*.f64 y y)))
#s(approx x x)
#s(approx (* y y) (*.f64 y y))
#s(approx y y)

eval2.0ms (0.3%)

Memory: 6.3MiB live, 6.3MiB allocated; 0ms collecting garbage
Compiler: Compiled 209 to 75 computations (64.1% saved)

prune1.0ms (0.1%)

Memory

3.8MiB live, 3.8MiB allocated; 0ms collecting garbage

Pruning

2 alts after pruning (1 fresh and 1 done)

	Pruned	Kept	Total
New	27	1	28
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	27	2	29

Accuracy

99.9%

Counts

29 → 2

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.8%	(/.f64 (/.f64 x y) y)
✓	88.3%	(/.f64 x (*.f64 y y))

Compiler

Compiled 10 to 8 computations (20% saved)

series6.0ms (0.6%)

Memory

13.9MiB live, 13.9MiB allocated; 0ms collecting garbage

Counts

4 → 4

Calls

Call 1

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

Outputs
#s(approx (/ (/ x y) y) #s(hole binary64 (/ x (pow y 2))))
#s(approx (/ x y) #s(hole binary64 (/ x y)))
#s(approx x #s(hole binary64 x))
#s(approx y #s(hole binary64 y))

Calls

6 calls:

Time	Variable		Point	Expression
2.0ms	x	@	-inf	((/ (/ x y) y) (/ x y) x y)
1.0ms	x	@	inf	((/ (/ x y) y) (/ x y) x y)
1.0ms	y	@	-inf	((/ (/ x y) y) (/ x y) x y)
1.0ms	y	@	inf	((/ (/ x y) y) (/ x y) x y)
1.0ms	x	@	0	((/ (/ x y) y) (/ x y) x y)

rewrite61.0ms (6.6%)

Memory

-33.0MiB live, 59.3MiB allocated; 50ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	13	34
0	15	34
1	32	34
0	100	34

Stop Event

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

Counts

8 → 20

Calls

Call 1

Inputs
(/.f64 (/.f64 x y) y)
(/.f64 x y)
x
y
#s(approx (/ (/ x y) y) #s(hole binary64 (/ x (pow y 2))))
#s(approx (/ x y) #s(hole binary64 (/ x y)))
#s(approx x #s(hole binary64 x))
#s(approx y #s(hole binary64 y))

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

eval1.0ms (0.1%)

Memory: 4.2MiB live, 4.2MiB allocated; 0ms collecting garbage
Compiler: Compiled 122 to 42 computations (65.6% saved)

prune1.0ms (0.1%)

Memory

3.9MiB live, 3.9MiB allocated; 0ms collecting garbage

Pruning

2 alts after pruning (0 fresh and 2 done)

	Pruned	Kept	Total
New	16	0	16
Fresh	0	0	0
Picked	0	1	1
Done	0	1	1
Total	16	2	18

Accuracy

99.9%

Counts

18 → 2

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.8%	(/.f64 (/.f64 x y) y)
✓	88.3%	(/.f64 x (*.f64 y y))

Compiler

Compiled 20 to 14 computations (30% saved)

regimes5.0ms (0.5%)

Memory

17.8MiB live, 17.8MiB allocated; 0ms collecting garbage

Counts

2 → 1

Calls

Call 1

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
99.8%	1	`(*.f64 y y)`
99.8%	1	`(/.f64 x (*.f64 y y))`
99.8%	1	`x`
99.8%	1	`y`

Compiler

Compiled 10 to 11 computations (-10% saved)

regimes7.0ms (0.7%)

Memory

-28.0MiB live, 14.1MiB allocated; 5ms collecting garbage

Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

4 calls:

4.0ms	(*.f64 y y)
1.0ms	y
1.0ms	x
1.0ms	(/.f64 x (*.f64 y y))

Results

Accuracy	Segments	Branch
88.3%	1	`(*.f64 y y)`
88.3%	1	`(/.f64 x (*.f64 y y))`
88.3%	1	`x`
88.3%	1	`y`

Compiler

Compiled 10 to 11 computations (-10% saved)

derivations1.0ms (0.1%)

Memory

3.3MiB live, 3.3MiB allocated; 0ms collecting garbage

Stop Event

1×

done

Compiler

Compiled 10 to 6 computations (40% saved)

preprocess42.0ms (4.5%)

Memory

36.0MiB live, 69.6MiB allocated; 19ms collecting garbage

Remove

(negabs x)

(abs y)

Compiler

Compiled 60 to 46 computations (23.3% saved)

end0.0ms (0%)

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

start0.0ms (0%)

analyze10.0ms (1%)

sample679.0ms (73%)

explain57.0ms (6.2%)

preprocess9.0ms (1%)

series6.0ms (0.6%)

rewrite41.0ms (4.4%)

eval2.0ms (0.3%)

prune1.0ms (0.1%)

series6.0ms (0.6%)

rewrite61.0ms (6.6%)

eval1.0ms (0.1%)

prune1.0ms (0.1%)

regimes5.0ms (0.5%)

regimes7.0ms (0.7%)

derivations1.0ms (0.1%)

preprocess42.0ms (4.5%)

end0.0ms (0%)

Profiling