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README.md

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## Benchmarks
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The implementation has been carefully optimized based on benchmarks. The script in `benchmarks/benchmark.jl` defines a benchmark suite
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The implementation has been carefully optimized based on benchmarks. The script in `benchmark/benchmarks.jl` defines a benchmark suite
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for a variety of distances, under column-wise and pairwise settings.
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Here are benchmarks obtained running Julia 0.6 on a computer with a quad-core Intel Core i5-2500K processor @ 3.3 GHz.
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The tables below can be replicated using the script in `benchmarks/print_table.jl`.
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The tables below can be replicated using the script in `benchmark/print_table.jl`.
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#### Column-wise benchmark
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benchmark/params.jld

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benchmarks/print_table.jl renamed to benchmark/print_table.jl

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using BenchmarkTools
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using Distances
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include("benchmark.jl")
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include("benchmarks.jl")
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# BenchmarkTools stores things in a Dict so it loses ordering but we want to print the table
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# in a special order. Therefore define an order here:

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