exchange/EagerZero/threads= 8,batch= 256

PDF of Slope Regression

Additional Statistics:

Lower bound Estimate Upper bound
Slope 34.433 us 35.043 us 35.573 us
R² 0.5613254 0.5726331 0.5640648
Mean 32.760 us 33.538 us 34.383 us
Std. Dev. 3.1663 us 4.1769 us 5.3610 us
Median 30.945 us 32.314 us 34.851 us
MAD 2.2306 us 4.0290 us 5.0425 us

Additional Plots:

Understanding this report:

The plot on the left displays the average time per iteration for this benchmark. The shaded region shows the estimated probability 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.

Change Since Previous Benchmark

Additional Statistics:

Lower bound Estimate Upper bound
Change in time -3.8706% -0.8394% +2.2045% (p = 0.61 > 0.05)
No change in performance detected.

Understanding this report:

The plot on the left shows the probability of the function taking a certain amount of time. The red curve represents the saved measurements from the last time this benchmark was run, while the blue curve shows the measurements from this run. The lines represent the mean time per iteration. Click on the plot for a larger view.

The plot on the right shows the two regressions. Again, the red line represents the previous measurement while the blue line shows the current measurement.

See the documentation for more details on the additional statistics.