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Longitudinal Benchmarks with asv #290

@mrocklin

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@mrocklin

In conversation here it was suggested by @minrk and @ogrisel that we set up something like https://github.com/spacetelescope/asv to monitor performance of a few important computation patterns over time. This would help us to identify performance regressions as we change the scheduler.

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