Better reporting of Benchmarks

[jpfairbanks]

The script in test/Benchmarks.jl should output a markdown table. with rows Old (s), New (s), Speedup (X), Old (GB), New(GB), (Improvement X). And then we should include that markdown table in docs/src/benchmarks.md to go on the docs page.