Table 2.
Single-precision GPU CS MRI reconstruction times for test images ranging from 162 to 81922 with and without CPU multithreading. Effective speedup is the multicore CPU time relative to the GPU time.
Square | CPU time (s) | GPU | Effective | |
---|---|---|---|---|
image size | 1 Core | 6 Cores | time (s) | speedup |
16 | 0.011 | 0.011 | 0.060 | 0.18 |
32 | 0.016 | 0.017 | 0.060 | 0.28 |
64 | 0.038 | 0.046 | 0.063 | 0.73 |
128 | 0.13 | 0.099 | 0.061 | 1.62 |
256 | 0.49 | 0.28 | 0.066 | 4.24 |
512 | 2.0 | 1.1 | 0.12 | 9.17 |
1024 | 8.4 | 3.4 | 0.34 | 10.00 |
2048 | 35 | 14 | 1.3 | 10.77 |
4096 | 160 | 68 | 8.3 | 8.19 |
8192 | 670 | 270 | 140 | 1.93 |