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. 2024 Nov 19;17:273. doi: 10.1186/s12920-024-02037-9

Table 9.

Raw performance results without the use of vectorized instructions (AVX512) are presented beyond the scope of the iDASH competition. These experiments were conducted on a distinct hardware setup featuring a more contemporary processor, specifically, the Intel® Xeon® Platinum 8480+. This table illustrates the scaling of latency and throughput for the workloads as the number of working cores varies

Latency (s) Throughputa (q/s)
# Cores # Cores
Method 1 2 4 8 16 32 1 2 4 8 16 32
Unsupervised method” section 19.73 10.96 6.34 3.14 1.92 1.39 20 36 63 127 208 287
Clustering-based supervised method” section 25.42 13.83 7.73 3.72 2.15 1.45 15 28 51 107 185 276
Linear regression method” section 14.2 8.06 4.73 2.18 1.34 0.97 28 49 84 183 299 413

Disclaimer: Performance varies by use, configuration and other factors. Learn more at www.Intel.com/PerformanceIndex.

aDecimal digits were truncated to leave only the integer part for a more conservative measurement