Table 3.
Profiling information of the pipeline operations using NVIDIA nvprof tool
| Pipeline Operation | Metric | |
|---|---|---|
| sm_efficiency | IPC | |
| Red Blood Cell (RBC) Detection | 99.49 | 2.45 |
| Morphological Open | 93.12 | 1.41 |
| Reconstruct to Nucleus | 95.38 | 1.48 |
| Area Threshold | 99.30 | 1.05 |
| Fill Holes | 95.38 | 1.48 |
| Pre-Watershed | 96.35 | 2.13 |
| Watershed | 97.59 | 2.12 |
| Black and White Label | 99.86 | 1.12 |
| Features Computation | 98.53 | 3.36 |
We collected sm_efficiency and IPC metrics, which are the percentage of time at least one warp is active on a multiprocessor averaged over all multiprocessors on the GPU and the instructions executed per cycle, respectively