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BetaSampler
Beta
julia> _b = Beta(1, 20) Beta{Float64}(α=1.0, β=20.0) julia> _b2 = sampler(_b) Distributions.BetaSampler{Float64, Exponential{Float64}, Distributions.GammaMTSampler{Float64}}(true, 1.0, 0.05, Exponential{Float64}(θ=1.0), Distributions.GammaMTSampler{Float64}(19.666666666666668, 0.07516460280028289, 19.666666666666668, 0.0331)) julia> @benchmark rand($rng, $_b) BenchmarkTools.Trial: 10000 samples with 998 evaluations. Range (min … max): 18.119 ns … 53.231 ns ┊ GC (min … max): 0.00% … 0.00% Time (median): 19.747 ns ┊ GC (median): 0.00% Time (mean ± σ): 19.862 ns ± 1.154 ns ┊ GC (mean ± σ): 0.00% ± 0.00% ▁ ▄▆█▄█▆▅▃ ▂▂▂▂▃▄▅▆██████████▇▇▅▄▃▃▃▃▂▂▂▂▂▂▂▂▂▂▂▂▂▂▁▂▂▂▂▂▂▂▂▂▂▂▂▂▁▂▂▂▂ ▃ 18.1 ns Histogram: frequency by time 25 ns < Memory estimate: 0 bytes, allocs estimate: 0. julia> @benchmark rand($rng, $_b2) BenchmarkTools.Trial: 10000 samples with 996 evaluations. Range (min … max): 21.754 ns … 79.401 ns ┊ GC (min … max): 0.00% … 0.00% Time (median): 28.448 ns ┊ GC (median): 0.00% Time (mean ± σ): 28.698 ns ± 1.924 ns ┊ GC (mean ± σ): 0.00% ± 0.00% ▁▃▆███▆▄▃▂▂ ▂ ▃▁▃▄▃▄▄▃▅▅▄▄▃▃▃▄▄▄▄▄▁▃▃▄████████████▇▇▇██▇▇▆▆▅▅▆▅▅▆▄▅▄▄▅▅▆▅ █ 21.8 ns Histogram: log(frequency) by time 35.6 ns < Memory estimate: 0 bytes, allocs estimate: 0.``` julia> versioninfo() Julia Version 1.10.0 Commit 3120989f39b (2023-12-25 18:01 UTC) Build Info: Official https://julialang.org/ release Platform Info: OS: macOS (arm64-apple-darwin22.4.0) CPU: 10 × Apple M1 Max WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-15.0.7 (ORCJIT, apple-m1) Threads: 1 on 8 virtual cores Distributions v0.25.107
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not sure how I got this but I think I was reading the wrong thing
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