xla

9b92890f - benchmarks: add script to aggregate results from result_analyzer (#5829)

benchmarks: add script to aggregate results from result_analyzer (#5829) * benchmarks: extract tiers into their own file So that they can be reused in other files. The second user is coming next. * benchmarks: add aggregate.py This script processes output CSV files from results_analyzer to generate CSV/plots. Example: $ for fmt in csv png; do \ for acc in v100 a6000; do \ for report in latest histogram speedup; do \ for test in training inference; do \ FILENAME=/tmp/png/$acc-$test-$report.$fmt; \ python3 aggregate.py \ --accelerator=$acc \ --test=$test \ -i /tmp/csv-depot \ --report=$report \ --title="All benchmarks" \ --format=$fmt > $FILENAME || break; \ chmod 644 $FILENAME; \ done; \ done; \ done; \ done This generates plots and CSV files to summarize the latest performance vs. Inductor, as well as a histogram and a geomean speedup over time for all the input CSV data in /tmp/csv-depot. Results are broken down per accelerator and either inference or training. To generate results per tier, we just have to pass --filter-by-tier to the above and update the title to --title="Tier 1".