## Bar Chart: Performance Speedup by Threshold ### Overview The image is a bar chart comparing the performance speedup (%) for different threshold values (64, 128, 256) and the geometric mean across different configurations (PRAC-1, PRAC-2, PRAC-4, and All). ### Components/Axes * **Title:** Threshold * **Y-axis:** Performance Speedup (%) * Scale: 0% to 50% in increments of 10%. * **X-axis:** Categories: PRAC-1, PRAC-2, PRAC-4, All * **Legend:** Located at the top of the chart. * Blue: 64 * Orange: 128 * Green: 256 * Gray: Geomean ### Detailed Analysis * **PRAC-1:** * 64 (Blue): Approximately 21% * 128 (Orange): Approximately 12% * 256 (Green): Approximately 9% * Geomean (Gray): 13.4% * **PRAC-2:** * 64 (Blue): Approximately 32% * 128 (Orange): Approximately 16% * 256 (Green): Approximately 11% * Geomean (Gray): 17.6% * **PRAC-4:** * 64 (Blue): Approximately 52% * 128 (Orange): Approximately 22% * 256 (Green): Approximately 13% * Geomean (Gray): 24.8% * **All:** * Geomean (Gray): 20.3% ### Key Observations * The '64' threshold (blue bars) consistently yields the highest performance speedup across all PRAC configurations. * The '256' threshold (green bars) generally results in the lowest performance speedup. * PRAC-4 shows the most significant performance speedup, especially with the '64' threshold. * The Geomean performance speedup increases from PRAC-1 to PRAC-4. ### Interpretation The chart indicates that a threshold value of 64 generally provides the best performance speedup compared to higher threshold values (128 and 256). The performance is also highly dependent on the PRAC configuration, with PRAC-4 showing the most significant gains. The geometric mean provides an overall average performance speedup for each configuration, showing an increasing trend from PRAC-1 to PRAC-4. The "All" category represents the geometric mean across all PRAC configurations.