Skip to content

v0.8.0-benchmark

Choose a tag to compare

@MilesCranmer MilesCranmer released this 02 Aug 18:53

This release is an update to v0.7.0-benchmark, using Ben's new ctypesgen interface (faster Bifrost speeds).

The code and benchmark logs in this release (logfile: test/benchmarks/performance_vs_serial/aws_bench2/aws_bench2_$X.log.txt where X in range(1, 64))
were used in the paper that was submitted to arxiv and JAI yesterday (which should be available as a public preprint by 8:00pm EDT; I will add it to this note).

The performance plots in the paper were produced using: https://github.com/MilesCranmer/bifrost_paper/blob/master/new_performance_figure.ipynb, specifically In[69] and In[70]:

speedup
speedup2

Every measurement pixel is an average of 63 trials, and the errors show standard deviation.

The changes will be delineated in v0.8.0 (the Bifrost version also referenced in the paper).