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Benchmark

Collection of tools and data to benchmark the AtomSpace, the pattern matcher and other OpenCog processes.

Organization

Each distinct benchmark has it's own instructions for building and running it. See individual directories for details.

The most interesting benchmarks are probably the query-links and query-loop benchmarks (because they are "real-world" benchmarks) and the atomspace benchmark (because it has a very long measurement history, despite being deeply flawed).

  • assembly -- examination of assembly code of some simple programs.

  • atomspace -- A synthetic benchmark for measuring core AtomSpace functions, such as rates for creating Nodes and Links, rates for deleting them, and rates for setting and getting TruthValues and IncomingSets.

  • micro -- Micro-benchmarks for misc items. These benchmarks do not work correctly! They're just plain broken! They report incorrect results! DO NOT USE! See the README in the subdirectory for details about what's wrong.

  • python -- Benchmarks for the python bindings to various AtomSpace subsystems.

  • query-trite -- A synthetic benchmark containing some trivial pattern matcher queries.

  • query-links -- Several real-world benchmarks for performing complex pattern matchs on a real-world natural-language dataset. One models an activity one might need in a parser, that of joining together connectors. It creates 576 BindLink's with four GlobNodes and a Variable, each. The Globs are used to search for connectable connectors, similar to what parser would need to do. That is, this is a search over "jigsaw puzzle pieces", looking for pairs of jigsaw pieces that can connect.

    A second benchmark in this directory computes dot products of vectors in six different ways, each using an increasingly complex query pattern. Uses the same base dataset.

  • query-loop -- A real-world benchmark for performing a complex pattern match on a real-world genome dataset. Uses EvaluationLink in a simple/straight-forward way to represent the edges and vertexes of a large graph (for gene/protein interactions), and then hunts for triangles and pentagons in that graph.

  • cogserver -- Benchmark of network I/O to the cogserver. Highlights issues created by using netcat instead of using native socket I/O.

Using perf

It can be useful to use perf. Sometimes. Maybe. Here's the cheat-sheet:

To record 15 seconds worth:

sudo perf record -F 199 -p pid --call-graph fp -- sleep 15

CAUTION: need to run perf as root, and it writes crap into the /root/.debug folder! This eats disk!

View reports:

perf report
perf report -n
perf report --stdio -n -g -G