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Table 4 Classification speed comparison between CLARK light and cuCLARK light at species-level in terms of 106 classified sequences/min

From: Accelerating metagenomic read classification on CUDA-enabled GPUs

 

CPU threads

GPUs

HiSeq Speed

MiSeq Speed

wgsim200 Speed

wgsim250 Speed

art454 Speed

fqIon Speed

CLARK light

1

-

5.85

3.06

2.64

2.08

1.08

2.66

CLARK light

16

-

27.32

19.48

16.47

13.95

8.21

18.45

cuCLARK light

8

1

75.46

69.76

62.62

59.23

54.12

65.27

cuCLARK light/CLARK light

  

2.8

3.6

3.8

4.2

6.6

3.5

  1. The bottom row reports the speedup of cuCALRK light compared to CLARK light executed with 16 CPU threads