Table 1. Benchmarking using real reads.
GPU | CPU | |||||||||||||||||||||||||||
Dataset | Volume (Gbp) | SOAP3-dp (Full SA) | SOAP3 | BarraCUDA | CUSHAW | BWA | Bowtie2 | SeqAlto | GEM | CUSHAW2 | ||||||||||||||||||
% | Time (s) | Mem. | % | Time (fold) | Mem. | % | Time (fold) | Mem. | % | Time (fold) | Mem. | % | Time (fold) | Mem. | % | Time (fold) | Mem. | % | Time (fold) | Mem. | % | Time (fold) | Mem. | % | Time (fold) | Mem. | ||
realYHPE100 | 12.24 | 98.12% | 1,079 | 19 | −10.60% | 2.63 | 21.1 | −6.39% | 14.03 | 4.1 | −3.13% | 46.79 | 2.7 | −4.14% | 16.03 | 4.9 | −3.87% | 12.04 | 3.5 | −0.48% | 14.25 | 7.2 | −2.86% | 3.54 | 4.5 | −1.39% | 12.09 | 3.6 |
realYHPE150 | 56.23 | 97.16% | 6,835 | 19.6 | −28.33% | 0.64 | 22.7 | −10.99% | 7.22 | 4.3 | −10.11% | 24.57 | 3.1 | −8.05% | 15.26 | 5.0 | −7.45% | 7.82 | 3.5 | −3.65% | 17.69 | 7.2 | −5.85% | 3.76 | 5 | −6.47% | 8.04 | 3.6 |
SRR211279 | 5.07 | 97.21% | 439 | 18.4 | −6.83% | 1.05 | 20.8 | −5.08% | 13.42 | 4.1 | −2.22% | 54.22 | 2.1 | −2.81% | 16.27 | 4.9 | −0.69% | 12.00 | 3.5 | −0.48% | 17.29 | 7.2 | −2.44% | 4.11 | 4.6 | −2.14% | 12.03 | 3.6 |
The percentage of reads aligned and time consumption of aligners other than SOAP3-dp are recorded as the difference or ratio based on SOAP3-dp's figures. The ‘%’ column represents ‘Properly paired’ for PE reads. ‘Mem.’ represents the peak memory consumption in gigabytes during alignment.