neighbors/2_nn_DiscreteHNSW/4096
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Additional Statistics:
| Lower bound | Estimate | Upper bound | |
|---|---|---|---|
| Slope | 18.239 us | 18.645 us | 19.113 us |
| R² | 0.8509256 | 0.8704160 | 0.8445879 |
| Mean | 18.274 us | 18.558 us | 18.880 us |
| Std. Dev. | 570.46 ns | 888.70 ns | 1.0887 us |
| Median | 18.028 us | 18.174 us | 18.537 us |
| MAD | 158.24 ns | 382.82 ns | 825.51 ns |
Understanding this report:
The plot on the left displays the average time per iteration for this benchmark. The shaded region shows the estimated probabilty of an iteration taking a certain amount of time, while the line shows the mean. Click on the plot for a larger view showing the outliers.
The plot on the right shows the linear regression calculated from the measurements. Each point represents a sample, though here it shows the total time for the sample rather than time per iteration. The line is the line of best fit for these measurements.
See the documentation for more details on the additional statistics.