exchange/EagerZero/threads=16,batch= 1

PDF of Slope Regression

Additional Statistics:

Lower bound Estimate Upper bound
Slope 36.620 us 37.462 us 38.436 us
R² 0.4562896 0.4709800 0.4514991
Mean 37.637 us 38.444 us 39.331 us
Std. Dev. 3.3384 us 4.3575 us 5.3441 us
Median 36.087 us 36.483 us 37.135 us
MAD 1.0044 us 1.5387 us 2.2432 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 -79.102% -70.607% -55.614% (p = 0.00 < 0.05)
Performance has improved.

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.