Table 3 Runtime of SSR_VibraProfiler on the Rhoddendron dataset
Platform | Intel(R) Core (TM) i9-14900Â K 32 Cores 128GB Memory (deployed on the workstation) | Intel(R) Xeon(R) Gold 5318Y CPU 96 cores 2Â TB Memory (deployed on the server) |
|---|---|---|
Model Build Command | SSR_VibraProfiler_model_build.py -i index.txt -s 1 -e 3 -pp 0.375 -index index.txt -o output_dir/ -miniap 4 -miniac 6 -misap 24 | SSR_VibraProfiler_model_build.py -i index.txt -s 1 -e 3 -pp 0.375 -index index.txt -o output_dir/ -miniap 8 -miniac 5 -misap 40 |
Cores Used | 24 | 40 |
Minia Assembly time | 9h8m55s | 7h27m11s |
MISA Running time | 15m27s | 32m45s |
Model Building time | 8s | 30s |
Cross Validation time | 5m26s | 24m2s |
Dimensionality Evaluation time | 27s | 6m1s |