| | |
r > 0.6
|
r > 0.6
|
0.1 % Sparsity
|
|---|
|
Impl.
|
Thr.
|
Mem GB
|
TD s
|
Mem GB
|
TD s
|
Mem GB
|
TD s
|
|---|
|
Python
|
1
|
2.17 (0.078)
|
67.7 (3.90)
|
5.62 (0.176)
|
342.2 (12.25)
|
2.16 (0.082)
|
88.3 (6.40)
|
|
C
|
1
|
0.84 (0.003)
|
62.6 (9.23)
|
0.85 (0.002)
|
86.3 (13.83)
|
0.86 (0.003)
|
8.8 (1.27)
|
|
C
|
2
|
0.86 (0.002)
|
39.0 (4.62)
|
0.86 (0.003)
|
38.2 (0.55)
|
0.86 (0.003)
|
5.1 (0.25)
|
|
C
|
4
|
0.86 (0.003)
|
18.2 (1.93)
|
0.87 (0.003)
|
19.0 (0.45)
|
0.87 (0.003)
|
4.3 (0.23)
|
|
C
|
8
|
0.87 (0.002)
|
11.2 (0.25)
|
0.87 (0.000)
|
11.3 (0.31)
|
0.87 (0.000)
|
4.1 (0.15)
|
- Values are averaged across the 36 datasets and presented along with standard deviations in parenthesis. Impl: Implementation, Thr: Number of threads used to process a single dataset, Mem: average (standard deviation) memory in gigabytes used to process a single dataset, TD: the average (standard deviation) time in seconds to process a dataset. These statistics were collected on a C3.xlarge Amazon Web Services Elastic Compute Cloud node with 8 hyperthreads and 15 GB of RAM
