terasakisatoshi/mvc.html

## mvc.html
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window.pluto_notebook_id = undefined;
window.pluto_isolated_cell_ids = undefined;
window.pluto_notebookfile = "data:text/julia;charset=utf-8;base64,### A Pluto.jl notebook ###
# v0.19.36

using Markdown
using InteractiveUtils

# ╔═╡ 472500c1-8295-49c7-b6e8-d957987a860a
using Printf

# ╔═╡ a492a5f5-edc8-4d99-b2c3-5176e944a86f
using Test

# ╔═╡ 73338cd4-2a17-4398-a19d-998601b30b02
md"""

[変分モンテカルロ(VMC)をやってみる~水素原子~](https://miyantarumi.hatenablog.com/entry/2022/04/08/080000) の Julia 実装を行う．

とりあえず写経したため C プログラムに引っ張られた書き方をしている． 例えば正規分布はボックスミュラーアルゴリズムを使っているが Julia 的には randn 関数を呼べば良い．

また Metropolis testing はベタがきしてるため似たようなロジックを４回も書く必要があった．正直な話気が狂いそうだった．
"""

# ╔═╡ 6490d792-8e91-43e7-b2bf-5cdaf657b983
"""
	C port to Julia for `shokika`
"""
function set2zero!(data1::T, data2::T, data3::T) where {T<:AbstractVector}
    for d in (data1, data2, data3)
        fill!(d, zero(eltype(d)))
    end
end

# ╔═╡ 50630b35-cdfa-498c-a594-db23040a197a
@testset "set2zero!" begin
	data1 = rand(10)
    data2 = rand(10)
    data3 = rand(10)
    set2zero!(data1, data2, data3)
    @test data1 == data2 == data3 == zeros(10)
end

# ╔═╡ a5594f86-6476-4300-a812-acad2c01ccca
function initcfg!(data1::T, data2::T, data3::T) where {T<:AbstractVector}
    for i in eachindex(data1, data2, data3)
        data1[i] = (rand() - 0.5) * 2 * 2
        data2[i] = (rand() - 0.5) * 2 * 2
        data3[i] = (rand() - 0.5) * 2 * 2
    end
end

# ╔═╡ c37bb9fa-3cd4-4a95-bac1-9f1728fe2d17
@testset "initcfg!" begin
    data1 = rand(10)
    data2 = rand(10)
    data3 = rand(10)
    initcfg!(data1, data2, data3)
    @test all(-2 .<= data1 .< 2)
    @test all(-2 .<= data2 .< 2)
    @test all(-2 .<= data3 .< 2)
end

# ╔═╡ bff3d701-f527-4864-9d9e-f6a138e335b9
function metropolis_walk!(
    data1::T,
    data2::T,
    data3::T,
    data4::T,
    data5::T,
    data6::T,
) where {T<:AbstractVector}
    sigma = 0.4
    p = Vector{Float64}(undef, length(data1))
    q = Vector{Float64}(undef, length(data1))
    for i in eachindex(p, q, data1, data2, data3, data4, data5, data6)
        # Box Muller transformation によって作ってるので randn 知ってれば十分
        # x
        data4[i] = data1[i]
        p[i] = rand()
        q[i] = rand()
        data1[i] = data1[i] + sigma * sqrt(-2 * log(p[i])) * cos(2 * pi * q[i])

        #y
        data5[i] = data2[i]
        p[i] = rand()
        q[i] = rand()
        data2[i] = data2[i] + sigma * sqrt(-2 * log(p[i])) * cos(2 * pi * q[i])

        #z
        data6[i] = data3[i]
        p[i] = rand()
        q[i] = rand()
        data3[i] = data3[i] + sigma * sqrt(-2 * log(p[i])) * cos(2 * pi * q[i])
    end
end

# ╔═╡ f8048550-df6b-4310-aeb1-6ee6e77435b7
function main()
    nwalkers = 400

    sample = 30000
    acc = zeros(Int, nwalkers)
    alpha_0 = 0.8
    x = Vector{Float64}(undef, nwalkers)
    y = Vector{Float64}(undef, nwalkers)
    z = Vector{Float64}(undef, nwalkers)
    x_backup = Vector{Float64}(undef, nwalkers)
    y_backup = Vector{Float64}(undef, nwalkers)
    z_backup = Vector{Float64}(undef, nwalkers)
    r_ini = Vector{Float64}(undef, nwalkers)
    r_fin = Vector{Float64}(undef, nwalkers)
    r = Vector{Float64}(undef, nwalkers)
    psi_ini = Vector{Float64}(undef, nwalkers)
    psi_fin = Vector{Float64}(undef, nwalkers)
    Sum_E_w = zeros(nwalkers)
    E_w = zeros(nwalkers)
    E = 0.0
    Sum_Edlnpsi_w = zeros(nwalkers)
    Edlnpsi_w = zeros(nwalkers)
    Edlnpsi = 0.0
    Sum_dlnpsi_w = zeros(nwalkers)
    dlnpsi_w = zeros(nwalkers)
    dlnpsi = 0
    h = 1e-3

    alpha_fin = alpha_0
    while true
        alpha_ini = alpha_fin
        set2zero!(Sum_E_w, Sum_Edlnpsi_w, Sum_dlnpsi_w)
        initcfg!(x, y, z)
        for i = 1:sample
            metropolis_walk!(x, y, z, x_backup, y_backup, z_backup)
            for j in eachindex(
                x,
                y,
                z,
                x_backup,
                y_backup,
                z_backup,
                r_ini,
                psi_ini,
                r_fin,
                psi_fin,
            )
                r_ini[j] = sqrt(x_backup[j]^2 + y_backup[j]^2 + z_backup[j]^2)
                psi_ini[j] = exp(-2alpha_ini * r_ini[j])

                r_fin[j] = sqrt(x[j]^2 + y[j]^2 + z[j]^2)
                psi_fin[j] = exp(-2alpha_ini * r_fin[j])

                if rand() < (psi_fin[j] / psi_ini[j])
                    acc[j] = acc[j] + 1
                else
                    x[j] = x_backup[j]
                    y[j] = y_backup[j]
                    z[j] = z_backup[j]
                end
                if i ≥ 4000
                    r[j] = sqrt(x[j] * x[j] + y[j] * y[j] + z[j] * z[j])
                    Sum_E_w[j] =
                        Sum_E_w[j] - 1 / r[j] - 0.5 * alpha_ini * (alpha_ini - 2 / r[j])
                    Sum_Edlnpsi_w[j] =
                        Sum_Edlnpsi_w[j] +
                        (-r[j]) * (-1 / r[j] - 0.5 * alpha_ini * (alpha_ini - 2 / r[j]))
                    Sum_dlnpsi_w[j] = Sum_dlnpsi_w[j] - r[j]

                    E_w[j] = Sum_E_w[j] / (i - 3999)
                    Edlnpsi_w[j] = Sum_Edlnpsi_w[j] / (i - 3999)
                    dlnpsi_w[j] = Sum_dlnpsi_w[j] / (i - 3999)
                end
            end
        end
        E = 0
        Edlnpsi = 0
        dlnpsi = 0
        # walker全ての平均を取ることにする
        for j in eachindex(E_w, Edlnpsi_w, dlnpsi_w)
            E = E + E_w[j]
            Edlnpsi = Edlnpsi + Edlnpsi_w[j]
            dlnpsi = dlnpsi + dlnpsi_w[j]
        end

        E = E / nwalkers
        Edlnpsi = Edlnpsi / nwalkers
        dlnpsi = dlnpsi / nwalkers # dE/dalphaの計算をするための部品を計算した.
        dE = 2 * (Edlnpsi - E * dlnpsi)

        alpha_plus = alpha_ini + h
        alpha_minus = alpha_ini - h

        set2zero!(Sum_E_w, Sum_Edlnpsi_w, Sum_dlnpsi_w)
        initcfg!(x, y, z)

        for i = 1:sample
            metropolis_walk!(x, y, z, x_backup, y_backup, z_backup)
            for j in eachindex(
                x,
                y,
                z,
                x_backup,
                y_backup,
                z_backup,
                r_ini,
                psi_ini,
                r_fin,
                psi_fin,
            )

                r_ini[j] = sqrt(x_backup[j]^2 + y_backup[j]^2 + z_backup[j]^2)
                psi_ini[j] = exp(-2 * alpha_plus * r_ini[j])

                r_fin[j] = sqrt(x[j]^2 + y[j]^2 + z[j]^2)
                psi_fin[j] = exp(-2 * alpha_plus * r_fin[j])

                if (rand() < psi_fin[j] / psi_ini[j])
                    acc[j] += 1
                else
                    x[j] = x_backup[j]
                    y[j] = y_backup[j]
                    z[j] = z_backup[j]
                end

                if i ≥ 4000
                    r[j] = sqrt(x[j] * x[j] + y[j] * y[j] + z[j] * z[j])
                    Sum_E_w[j] =
                        Sum_E_w[j] - 1 / r[j] - 0.5 * alpha_plus * (alpha_plus - 2 / r[j])
                    Sum_Edlnpsi_w[j] =
                        Sum_Edlnpsi_w[j] +
                        (-r[j]) * (-1 / r[j] - 0.5 * alpha_plus * (alpha_plus - 2 / r[j]))
                    Sum_dlnpsi_w[j] = Sum_dlnpsi_w[j] - r[j]

                    E_w[j] = Sum_E_w[j] / (i - 3999)
                    Edlnpsi_w[j] = Sum_Edlnpsi_w[j] / (i - 3999)
                    dlnpsi_w[j] = Sum_dlnpsi_w[j] / (i - 3999)
                end
            end
        end

        E = 0
        Edlnpsi = 0
        dlnpsi = 0
        # walker全ての平均を取ることにする
        for j in eachindex(E_w)
            E = E + E_w[j]
            Edlnpsi = Edlnpsi + Edlnpsi_w[j]
            dlnpsi = dlnpsi + dlnpsi_w[j]
        end

        E = E / nwalkers
        Edlnpsi = Edlnpsi / nwalkers
        dlnpsi = dlnpsi / nwalkers # dE/dalpha_plusの計算をするための部品を計算した.

        dE_plus = 2 * (Edlnpsi - E * dlnpsi) # /*dE/dalpha_plusの計算ができた.*/


        set2zero!(Sum_E_w, Sum_Edlnpsi_w, Sum_dlnpsi_w)
        initcfg!(x, y, z)

        for i = 1:sample
            metropolis_walk!(x, y, z, x_backup, y_backup, z_backup)

            for j in eachindex(
                x,
                y,
                z,
                x_backup,
                y_backup,
                z_backup,
                r_ini,
                psi_ini,
                r_fin,
                psi_fin,
            )

                r_ini[j] = sqrt(x_backup[j]^2 + y_backup[j]^2 + z_backup[j]^2)
                psi_ini[j] = exp(-2 * alpha_minus * r_ini[j])

                r_fin[j] = sqrt(x[j]^2 + y[j]^2 + z[j]^2)
                psi_fin[j] = exp(-2 * alpha_minus * r_fin[j])

                if (rand() < psi_fin[j] / psi_ini[j])
                    acc[j] += 1
                else
                    x[j] = x_backup[j]
                    y[j] = y_backup[j]
                    z[j] = z_backup[j]
                end

                if i ≥ 4000
                    r[j] = sqrt(x[j] * x[j] + y[j] * y[j] + z[j] * z[j])
                    Sum_E_w[j] =
                        Sum_E_w[j] - 1 / r[j] - 0.5 * alpha_minus * (alpha_minus - 2 / r[j])
                    Sum_Edlnpsi_w[j] =
                        Sum_Edlnpsi_w[j] +
                        (-r[j]) * (-1 / r[j] - 0.5 * alpha_minus * (alpha_minus - 2 / r[j]))
                    Sum_dlnpsi_w[j] = Sum_dlnpsi_w[j] - r[j]

                    E_w[j] = Sum_E_w[j] / (i - 3999)
                    Edlnpsi_w[j] = Sum_Edlnpsi_w[j] / (i - 3999)
                    dlnpsi_w[j] = Sum_dlnpsi_w[j] / (i - 3999)
                end
            end
        end

        E = 0
        Edlnpsi = 0
        dlnpsi = 0
        # walker全ての平均を取ることにする
        for j in eachindex(E_w)
            E = E + E_w[j]
            Edlnpsi = Edlnpsi + Edlnpsi_w[j]
            dlnpsi = dlnpsi + dlnpsi_w[j]
        end

        E = E / nwalkers
        Edlnpsi = Edlnpsi / nwalkers
        dlnpsi = dlnpsi / nwalkers # dE/dalpha_plusの計算をするための部品を計算した.

        dE_minus = 2 * (Edlnpsi - E * dlnpsi) # /*dE/dalpha_plusの計算ができた.*/

        ddE = (dE_plus - dE_minus) / (2 * h)
        alpha_fin = alpha_ini - dE / ddE
        @info alpha_fin, alpha_ini
        @info abs(alpha_fin - alpha_ini)
        if abs(alpha_fin - alpha_ini) < 1e-6
            break
        end
    end

    alpha_va = alpha_fin
    @printf("エネルギーが最小になる変分パラメータは%.10f\n", alpha_va)

    set2zero!(Sum_E_w, Sum_Edlnpsi_w, Sum_dlnpsi_w)
    initcfg!(x, y, z)

    for i = 1:sample
        metropolis_walk!(x, y, z, x_backup, y_backup, z_backup)
        for j in
            eachindex(x, y, z, x_backup, y_backup, z_backup, r_ini, psi_ini, r_fin, psi_fin)
            r_ini[j] = sqrt(
                x_backup[j] * x_backup[j] +
                y_backup[j] * y_backup[j] +
                z_backup[j] * z_backup[j],
            )
            psi_ini[j] = exp(-2 * alpha_va * r_ini[j])

            r_fin[j] = sqrt(x[j] * x[j] + y[j] * y[j] + z[j] * z[j])
            psi_fin[j] = exp(-2 * alpha_va * r_fin[j])

            if (rand() < psi_fin[j] / psi_ini[j])
                acc[j] += 1
            else
                x[j] = x_backup[j]
                y[j] = y_backup[j]
                z[j] = z_backup[j]
            end

            if (i >= 4000)

                r[j] = sqrt(x[j] * x[j] + y[j] * y[j] + z[j] * z[j])
                Sum_E_w[j] = Sum_E_w[j] - 1 / r[j] - 0.5 * alpha_va * (alpha_va - 2 / r[j])

                E_w[j] = Sum_E_w[j] / (i - 3999)
            end
        end
    end

    E = 0
    for j in eachindex(E_w)
        E = E + E_w[j]
    end
    E = E / nwalkers

    @printf("基底状態のエネルギーは%.10f\n", E)
end

# ╔═╡ f212bbf8-3544-487f-a342-f6054498b6e1
@time main()

# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
[deps]
Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
"""

# ╔═╡ 00000000-0000-0000-0000-000000000002
PLUTO_MANIFEST_TOML_CONTENTS = """
# This file is machine-generated - editing it directly is not advised

julia_version = "1.10.0"
manifest_format = "2.0"
project_hash = "72e42507166c31f5202aa6e04163a5a1745d76a2"

[[deps.Base64]]
uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"

[[deps.InteractiveUtils]]
deps = ["Markdown"]
uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"

[[deps.Logging]]
uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"

[[deps.Markdown]]
deps = ["Base64"]
uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"

[[deps.Printf]]
deps = ["Unicode"]
uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"

[[deps.Random]]
deps = ["SHA"]
uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"

[[deps.SHA]]
uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
version = "0.7.0"

[[deps.Serialization]]
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"

[[deps.Test]]
deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"

[[deps.Unicode]]
uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
"""

# ╔═╡ Cell order:
# ╠═472500c1-8295-49c7-b6e8-d957987a860a
# ╠═a492a5f5-edc8-4d99-b2c3-5176e944a86f
# ╟─73338cd4-2a17-4398-a19d-998601b30b02
# ╠═6490d792-8e91-43e7-b2bf-5cdaf657b983
# ╠═50630b35-cdfa-498c-a594-db23040a197a
# ╠═a5594f86-6476-4300-a812-acad2c01ccca
# ╠═c37bb9fa-3cd4-4a95-bac1-9f1728fe2d17
# ╠═bff3d701-f527-4864-9d9e-f6a138e335b9
# ╠═f8048550-df6b-4310-aeb1-6ee6e77435b7
# ╠═f212bbf8-3544-487f-a342-f6054498b6e1
# ╟─00000000-0000-0000-0000-000000000001
# ╟─00000000-0000-0000-0000-000000000002
";
window.pluto_disable_ui = true;
window.pluto_slider_server_url = undefined;
window.pluto_binder_url = "https://mybinder.org/v2/gh/fonsp/pluto-on-binder/v0.19.36";
window.pluto_statefile = "data:;base64,3gARpWJvbmRzgKxjZWxsX3Jlc3VsdHOK2SQ2NDkwZDc5Mi04ZTkxLTQzZTctYjJiZi01Y2RhZjY1N2I5ODOKpnF1ZXVlZMKkbG9nc5CncnVubmluZ8Kmb3V0cHV0hqRib2R52Zw8ZGl2IGNsYXNzPSJwbHV0by1kb2NzLWJpbmRpbmciPgo8c3Bhbj5zZXQyemVybyE8L3NwYW4+CjxkaXYgY2xhc3M9Im1hcmtkb3duIj48cHJlPjxjb2RlPkMgcG9ydCB0byBKdWxpYSBmb3IgJiM5NjtzaG9raWthJiM5Njs8L2NvZGU+PC9wcmU+CgoKPC9kaXY+CjwvZGl2PgqkbWltZal0ZXh0L2h0bWyscm9vdGFzc2lnbmVlwLJsYXN0X3J1bl90aW1lc3RhbXDLQdlk+g5cESywcGVyc2lzdF9qc19zdGF0ZcK3aGFzX3BsdXRvX2hvb2tfZmVhdHVyZXPCp2NlbGxfaWTZJDY0OTBkNzkyLThlOTEtNDNlNy1iMmJmLTVjZGFmNjU3Yjk4M7lkZXBlbmRzX29uX2Rpc2FibGVkX2NlbGxzwqdydW50aW1lzgAs5Ie1cHVibGlzaGVkX29iamVjdF9rZXlzkLhkZXBlbmRzX29uX3NraXBwZWRfY2VsbHPCp2Vycm9yZWTC2SQ0NzI1MDBjMS04Mjk1LTQ5YzctYjZlOC1kOTU3OTg3YTg2MGGKpnF1ZXVlZMKkbG9nc5CncnVubmluZ8Kmb3V0cHV0hqRib2R5oKRtaW1lqnRleHQvcGxhaW6scm9vdGFzc2lnbmVlwLJsYXN0X3J1bl90aW1lc3RhbXDLQdlk+g4WY4CwcGVyc2lzdF9qc19zdGF0ZcK3aGFzX3BsdXRvX2hvb2tfZmVhdHVyZXPCp2NlbGxfaWTZJDQ3MjUwMGMxLTgyOTUtNDljNy1iNmU4LWQ5NTc5ODdhODYwYblkZXBlbmRzX29uX2Rpc2FibGVkX2NlbGxzwqdydW50aW1lzgADXJK1cHVibGlzaGVkX29iamVjdF9rZXlzkLhkZXBlbmRzX29uX3NraXBwZWRfY2VsbHPCp2Vycm9yZWTC2SRjMzdiYjlmYS0zY2Q0LTRhOTUtYmFjMS05ZjE3MjhmZTJkMTeKpnF1ZXVlZMKkbG9nc5GIpGxpbmX/o21zZ5LZRFRlc3QgU3VtbWFyeTogfCBQYXNzICBUb3RhbCAgVGltZQppbml0Y2ZnISAgICAgIHwgICAgMyAgICAgIDMgIDAuMHMKqnRleHQvcGxhaW6nY2VsbF9pZNkkYzM3YmI5ZmEtM2NkNC00YTk1LWJhYzEtOWYxNzI4ZmUyZDE3pmt3YXJnc5CiaWS0UGx1dG9SdW5uZXJfZDFhY2I4MWWkZmlsZdlVL1VzZXJzL3RlcmFzYWtpLy5qdWxpYS9wYWNrYWdlcy9QbHV0by9La1ZMSS9zcmMvcnVubmVyL1BsdXRvUnVubmVyL3NyYy9QbHV0b1J1bm5lci5qbKVncm91cKtQbHV0b1J1bm5lcqVsZXZlbK5Mb2dMZXZlbCgtNTU1KadydW5uaW5nwqZvdXRwdXSGpGJvZHmFpnByZWZpeLNUZXN0LkRlZmF1bHRUZXN0U2V0qGVsZW1lbnRzmpKrZGVzY3JpcHRpb26SqiJpbml0Y2ZnISKqdGV4dC9wbGFpbpKncmVzdWx0c5KFpnByZWZpeKNBbnmoZWxlbWVudHOQpHR5cGWlQXJyYXmscHJlZml4X3Nob3J0oKhvYmplY3RpZLBjYTk1NzYwZWQ1MGM1MTll2SFhcHBsaWNhdGlvbi92bmQucGx1dG8udHJlZStvYmplY3SSqG5fcGFzc2VkkqEzqnRleHQvcGxhaW6SqmFueW5vbnBhc3OSpWZhbHNlqnRleHQvcGxhaW6Sp3ZlcmJvc2WSpWZhbHNlqnRleHQvcGxhaW6SqnNob3d0aW1pbmeSpHRydWWqdGV4dC9wbGFpbpKqdGltZV9zdGFydJKzMS43MDQxOTIxMjIxOTAxOTRlOap0ZXh0L3BsYWlukqh0aW1lX2VuZJKzMS43MDQxOTIxMjIxOTAyMTNlOap0ZXh0L3BsYWlukqhmYWlsZmFzdJKlZmFsc2WqdGV4dC9wbGFpbpKkZmlsZZLZXCIvVXNlcnMvdGVyYXNha2kvd29yay9NeVZNQy5qbC9wbGF5ZyIg4ouvIDIzIGJ5dGVzIOKLryAiMzdiYjlmYS0zY2Q0LTRhOTUtYmFjMS05ZjE3MjhmZTJkMTciqnRleHQvcGxhaW6kdHlwZaZzdHJ1Y3SscHJlZml4X3Nob3J0rkRlZmF1bHRUZXN0U2V0qG9iamVjdGlksDRjMWFlODRiZDUzMjBkMWGkbWltZdkhYXBwbGljYXRpb24vdm5kLnBsdXRvLnRyZWUrb2JqZWN0rHJvb3Rhc3NpZ25lZcCybGFzdF9ydW5fdGltZXN0YW1wy0HZZPoejFK1sHBlcnNpc3RfanNfc3RhdGXCt2hhc19wbHV0b19ob29rX2ZlYXR1cmVzwqdjZWxsX2lk2SRjMzdiYjlmYS0zY2Q0LTRhOTUtYmFjMS05ZjE3MjhmZTJkMTe5ZGVwZW5kc19vbl9kaXNhYmxlZF9jZWxsc8KncnVudGltZc4AFGPDtXB1Ymxpc2hlZF9vYmplY3Rfa2V5c5C4ZGVwZW5kc19vbl9za2lwcGVkX2NlbGxzwqdlcnJvcmVkwtkkNzMzMzhjZDQtMmExNy00Mzk4LWExOWQtOTk4NjAxYjMwYjAyiqZxdWV1ZWTCpGxvZ3OQp3J1bm5pbmfCpm91dHB1dIakYm9kedoCcDxkaXYgY2xhc3M9Im1hcmtkb3duIj48cD48YSBocmVmPSJodHRwczovL21peWFudGFydW1pLmhhdGVuYWJsb2cuY29tL2VudHJ5LzIwMjIvMDQvMDgvMDgwMDAwIj7lpInliIbjg6Ljg7Pjg4bjgqvjg6vjg60mIzQwO1ZNQyYjNDE744KS44KE44Gj44Gm44G/44KLfuawtOe0oOWOn+WtkH48L2E+IOOBriBKdWxpYSDlrp/oo4XjgpLooYzjgYbvvI48L3A+CjxwPuOBqOOCiuOBguOBiOOBmuWGmee1jOOBl+OBn+OBn+OCgSBDIOODl+ODreOCsOODqeODoOOBq+W8leOBo+W8teOCieOCjOOBn+abuOOBjeaWueOCkuOBl+OBpuOBhOOCi++8jiDkvovjgYjjgbDmraPopo/liIbluIPjga/jg5zjg4Pjgq/jgrnjg5/jg6Xjg6njg7zjgqLjg6vjgrTjg6rjgrrjg6DjgpLkvb/jgaPjgabjgYTjgovjgYwgSnVsaWEg55qE44Gr44GvIHJhbmRuIOmWouaVsOOCkuWRvOOBueOBsOiJr+OBhO+8jjwvcD4KPHA+44G+44GfIE1ldHJvcG9saXMgdGVzdGluZyDjga/jg5njgr/jgYzjgY3jgZfjgabjgovjgZ/jgoHkvLzjgZ/jgojjgYbjgarjg63jgrjjg4Pjgq/jgpLvvJTlm57jgoLmm7jjgY/lv4XopoHjgYzjgYLjgaPjgZ/vvI7mraPnm7TjgaroqbHmsJfjgYzni4LjgYTjgZ3jgYbjgaDjgaPjgZ/vvI48L3A+CjwvZGl2PqRtaW1lqXRleHQvaHRtbKxyb290YXNzaWduZWXAsmxhc3RfcnVuX3RpbWVzdGFtcMtB2WT6eA2h7LBwZXJzaXN0X2pzX3N0YXRlwrdoYXNfcGx1dG9faG9va19mZWF0dXJlc8KnY2VsbF9pZNkkNzMzMzhjZDQtMmExNy00Mzk4LWExOWQtOTk4NjAxYjMwYjAyuWRlcGVuZHNfb25fZGlzYWJsZWRfY2VsbHPCp3J1bnRpbWXOAAQ/3rVwdWJsaXNoZWRfb2JqZWN0X2tleXOQuGRlcGVuZHNfb25fc2tpcHBlZF9jZWxsc8KnZXJyb3JlZMLZJDUwNjMwYjM1LWNkZmEtNDk4Yy1hNTk0LWRiMjMwNDBhMTk3YYqmcXVldWVkwqRsb2dzkYikbGluZf+jbXNnktlEVGVzdCBTdW1tYXJ5OiB8IFBhc3MgIFRvdGFsICBUaW1lCnNldDJ6ZXJvISAgICAgfCAgICAxICAgICAgMSAgMC4wcwqqdGV4dC9wbGFpbqdjZWxsX2lk2SQ1MDYzMGIzNS1jZGZhLTQ5OGMtYTU5NC1kYjIzMDQwYTE5N2Gma3dhcmdzkKJpZLRQbHV0b1J1bm5lcl9kMWFjYjgxZaRmaWxl2VUvVXNlcnMvdGVyYXNha2kvLmp1bGlhL3BhY2thZ2VzL1BsdXRvL0trVkxJL3NyYy9ydW5uZXIvUGx1dG9SdW5uZXIvc3JjL1BsdXRvUnVubmVyLmpspWdyb3Vwq1BsdXRvUnVubmVypWxldmVsrkxvZ0xldmVsKC01NTUpp3J1bm5pbmfCpm91dHB1dIakYm9keYWmcHJlZml4s1Rlc3QuRGVmYXVsdFRlc3RTZXSoZWxlbWVudHOakqtkZXNjcmlwdGlvbpKrInNldDJ6ZXJvISKqdGV4dC9wbGFpbpKncmVzdWx0c5KFpnByZWZpeKNBbnmoZWxlbWVudHOQpHR5cGWlQXJyYXmscHJlZml4X3Nob3J0oKhvYmplY3RpZLA5MzhmOWM3NWUyZjYyYWM12SFhcHBsaWNhdGlvbi92bmQucGx1dG8udHJlZStvYmplY3SSqG5fcGFzc2VkkqExqnRleHQvcGxhaW6SqmFueW5vbnBhc3OSpWZhbHNlqnRleHQvcGxhaW6Sp3ZlcmJvc2WSpWZhbHNlqnRleHQvcGxhaW6SqnNob3d0aW1pbmeSpHRydWWqdGV4dC9wbGFpbpKqdGltZV9zdGFydJKzMS43MDQxOTIwOTI0NzM5MDllOap0ZXh0L3BsYWlukqh0aW1lX2VuZJKzMS43MDQxOTIwOTI0NzM5MjdlOap0ZXh0L3BsYWlukqhmYWlsZmFzdJKlZmFsc2WqdGV4dC9wbGFpbpKkZmlsZZLZXCIvVXNlcnMvdGVyYXNha2kvd29yay9NeVZNQy5qbC9wbGF5ZyIg4ouvIDIzIGJ5dGVzIOKLryAiMDYzMGIzNS1jZGZhLTQ5OGMtYTU5NC1kYjIzMDQwYTE5N2EiqnRleHQvcGxhaW6kdHlwZaZzdHJ1Y3SscHJlZml4X3Nob3J0rkRlZmF1bHRUZXN0U2V0qG9iamVjdGlksDE2MTNiY2Y5NWUzMzcxMzKkbWltZdkhYXBwbGljYXRpb24vdm5kLnBsdXRvLnRyZWUrb2JqZWN0rHJvb3Rhc3NpZ25lZcCybGFzdF9ydW5fdGltZXN0YW1wy0HZZPoXHoSIsHBlcnNpc3RfanNfc3RhdGXCt2hhc19wbHV0b19ob29rX2ZlYXR1cmVzwqdjZWxsX2lk2SQ1MDYzMGIzNS1jZGZhLTQ5OGMtYTU5NC1kYjIzMDQwYTE5N2G5ZGVwZW5kc19vbl9kaXNhYmxlZF9jZWxsc8KncnVudGltZc4AEPZ4tXB1Ymxpc2hlZF9vYmplY3Rfa2V5c5C4ZGVwZW5kc19vbl9za2lwcGVkX2NlbGxzwqdlcnJvcmVkwtkkYmZmM2Q3MDEtZjUyNy00ODY0LTlkOWUtZjZhMTM4ZTMzNWI5iqZxdWV1ZWTCpGxvZ3OQp3J1bm5pbmfCpm91dHB1dIakYm9kedkxbWV0cm9wb2xpc193YWxrISAoZ2VuZXJpYyBmdW5jdGlvbiB3aXRoIDEgbWV0aG9kKaRtaW1lqnRleHQvcGxhaW6scm9vdGFzc2lnbmVlwLJsYXN0X3J1bl90aW1lc3RhbXDLQdlk+g6tMxqwcGVyc2lzdF9qc19zdGF0ZcK3aGFzX3BsdXRvX2hvb2tfZmVhdHVyZXPCp2NlbGxfaWTZJGJmZjNkNzAxLWY1MjctNDg2NC05ZDllLWY2YTEzOGUzMzViOblkZXBlbmRzX29uX2Rpc2FibGVkX2NlbGxzwqdydW50aW1lzgAbTbi1cHVibGlzaGVkX29iamVjdF9rZXlzkLhkZXBlbmRzX29uX3NraXBwZWRfY2VsbHPCp2Vycm9yZWTC2SRmODA0ODU1MC1kZjZiLTQzMTAtYWViMS02ZWU2ZTc3NDM1YjeKpnF1ZXVlZMKkbG9nc5CncnVubmluZ8Kmb3V0cHV0hqRib2R52SVtYWluIChnZW5lcmljIGZ1bmN0aW9uIHdpdGggMSBtZXRob2QppG1pbWWqdGV4dC9wbGFpbqxyb290YXNzaWduZWXAsmxhc3RfcnVuX3RpbWVzdGFtcMtB2WT6Drdt47BwZXJzaXN0X2pzX3N0YXRlwrdoYXNfcGx1dG9faG9va19mZWF0dXJlc8KnY2VsbF9pZNkkZjgwNDg1NTAtZGY2Yi00MzEwLWFlYjEtNmVlNmU3NzQzNWI3uWRlcGVuZHNfb25fZGlzYWJsZWRfY2VsbHPCp3J1bnRpbWXOAUa1GLVwdWJsaXNoZWRfb2JqZWN0X2tleXOQuGRlcGVuZHNfb25fc2tpcHBlZF9jZWxsc8KnZXJyb3JlZMLZJGE1NTk0Zjg2LTY0NzYtNDMwMC1hODEyLWFjYWQyYzAxY2NjYYqmcXVldWVkwqRsb2dzkKdydW5uaW5nwqZvdXRwdXSGpGJvZHnZKWluaXRjZmchIChnZW5lcmljIGZ1bmN0aW9uIHdpdGggMSBtZXRob2QppG1pbWWqdGV4dC9wbGFpbqxyb290YXNzaWduZWXAsmxhc3RfcnVuX3RpbWVzdGFtcMtB2WT6Dne0gbBwZXJzaXN0X2pzX3N0YXRlwrdoYXNfcGx1dG9faG9va19mZWF0dXJlc8KnY2VsbF9pZNkkYTU1OTRmODYtNjQ3Ni00MzAwLWE4MTItYWNhZDJjMDFjY2NhuWRlcGVuZHNfb25fZGlzYWJsZWRfY2VsbHPCp3J1bnRpbWXOAAyjILVwdWJsaXNoZWRfb2JqZWN0X2tleXOQuGRlcGVuZHNfb25fc2tpcHBlZF9jZWxsc8KnZXJyb3JlZMLZJGYyMTJiYmY4LTM1NDQtNDg3Zi1hMzQyLWY2MDU0NDk4YjZlMYqmcXVldWVkwqRsb2dzmYikbGluZf+jbXNnkoOoZWxlbWVudHOSkgGSqDAuOTg1NTQ4qnRleHQvcGxhaW6SApKjMC44qnRleHQvcGxhaW6kdHlwZaVUdXBsZahvYmplY3RpZLBmMWQ1MGVkNDM1YzY5NzBl2SFhcHBsaWNhdGlvbi92bmQucGx1dG8udHJlZStvYmplY3SnY2VsbF9pZNkkZjIxMmJiZjgtMzU0NC00ODdmLWEzNDItZjYwNTQ0OThiNmUxpmt3YXJnc5CiaWS5TWFpbl93b3Jrc3BhY2UjMl82YTQ3MTE4M6RmaWxl2V0vVXNlcnMvdGVyYXNha2kvd29yay9NeVZNQy5qbC9wbGF5Z3JvdW5kL3BsdXRvL212Yy5qbCM9PSNmODA0ODU1MC1kZjZiLTQzMTAtYWViMS02ZWU2ZTc3NDM1YjelZ3JvdXCjbXZjpWxldmVspEluZm+IpGxpbmX/o21zZ5KzMC4xODU1NDc5NTQxMDkwODg2NKp0ZXh0L3BsYWlup2NlbGxfaWTZJGYyMTJiYmY4LTM1NDQtNDg3Zi1hMzQyLWY2MDU0NDk4YjZlMaZrd2FyZ3OQomlkuU1haW5fd29ya3NwYWNlIzJfY2U0MjcxNDekZmlsZdldL1VzZXJzL3RlcmFzYWtpL3dvcmsvTXlWTUMuamwvcGxheWdyb3VuZC9wbHV0by9tdmMuamwjPT0jZjgwNDg1NTAtZGY2Yi00MzEwLWFlYjEtNmVlNmU3NzQzNWI3pWdyb3Vwo212Y6VsZXZlbKRJbmZviKRsaW5l/6Ntc2eSg6hlbGVtZW50c5KSAZKnMS4wMDAxOKp0ZXh0L3BsYWlukgKSqDAuOTg1NTQ4qnRleHQvcGxhaW6kdHlwZaVUdXBsZahvYmplY3RpZLAyNDgzYTgxNDQwYjc2OTAz2SFhcHBsaWNhdGlvbi92bmQucGx1dG8udHJlZStvYmplY3SnY2VsbF9pZNkkZjIxMmJiZjgtMzU0NC00ODdmLWEzNDItZjYwNTQ0OThiNmUxpmt3YXJnc5CiaWS5TWFpbl93b3Jrc3BhY2UjMl82YTQ3MTE4M6RmaWxl2V0vVXNlcnMvdGVyYXNha2kvd29yay9NeVZNQy5qbC9wbGF5Z3JvdW5kL3BsdXRvL212Yy5qbCM9PSNmODA0ODU1MC1kZjZiLTQzMTAtYWViMS02ZWU2ZTc3NDM1YjelZ3JvdXCjbXZjpWxldmVspEluZm+IpGxpbmX/o21zZ5K0MC4wMTQ2MzY2NTY0MDcyNDA3NjeqdGV4dC9wbGFpbqdjZWxsX2lk2SRmMjEyYmJmOC0zNTQ0LTQ4N2YtYTM0Mi1mNjA1NDQ5OGI2ZTGma3dhcmdzkKJpZLlNYWluX3dvcmtzcGFjZSMyX2NlNDI3MTQ3pGZpbGXZXS9Vc2Vycy90ZXJhc2FraS93b3JrL015Vk1DLmpsL3BsYXlncm91bmQvcGx1dG8vbXZjLmpsIz09I2Y4MDQ4NTUwLWRmNmItNDMxMC1hZWIxLTZlZTZlNzc0MzViN6Vncm91cKNtdmOlbGV2ZWykSW5mb4ikbGluZf+jbXNnkoOoZWxlbWVudHOSkgGSozEuMKp0ZXh0L3BsYWlukgKSpzEuMDAwMTiqdGV4dC9wbGFpbqR0eXBlpVR1cGxlqG9iamVjdGlksDlmYzczNmRlNGY4MTQyNmXZIWFwcGxpY2F0aW9uL3ZuZC5wbHV0by50cmVlK29iamVjdKdjZWxsX2lk2SRmMjEyYmJmOC0zNTQ0LTQ4N2YtYTM0Mi1mNjA1NDQ5OGI2ZTGma3dhcmdzkKJpZLlNYWluX3dvcmtzcGFjZSMyXzZhNDcxMTgzpGZpbGXZXS9Vc2Vycy90ZXJhc2FraS93b3JrL015Vk1DLmpsL3BsYXlncm91bmQvcGx1dG8vbXZjLmpsIz09I2Y4MDQ4NTUwLWRmNmItNDMxMC1hZWIxLTZlZTZlNzc0MzViN6Vncm91cKNtdmOlbGV2ZWykSW5mb4ikbGluZf+jbXNnkrYwLjAwMDE4NDk1NjU0OTEzNzc0OTE3qnRleHQvcGxhaW6nY2VsbF9pZNkkZjIxMmJiZjgtMzU0NC00ODdmLWEzNDItZjYwNTQ0OThiNmUxpmt3YXJnc5CiaWS5TWFpbl93b3Jrc3BhY2UjMl9jZTQyNzE0N6RmaWxl2V0vVXNlcnMvdGVyYXNha2kvd29yay9NeVZNQy5qbC9wbGF5Z3JvdW5kL3BsdXRvL212Yy5qbCM9PSNmODA0ODU1MC1kZjZiLTQzMTAtYWViMS02ZWU2ZTc3NDM1YjelZ3JvdXCjbXZjpWxldmVspEluZm+IpGxpbmX/o21zZ5KDqGVsZW1lbnRzkpIBkqMxLjCqdGV4dC9wbGFpbpICkqMxLjCqdGV4dC9wbGFpbqR0eXBlpVR1cGxlqG9iamVjdGlksGU4Y2JlMDlkYjc2NzQzMWXZIWFwcGxpY2F0aW9uL3ZuZC5wbHV0by50cmVlK29iamVjdKdjZWxsX2lk2SRmMjEyYmJmOC0zNTQ0LTQ4N2YtYTM0Mi1mNjA1NDQ5OGI2ZTGma3dhcmdzkKJpZLlNYWluX3dvcmtzcGFjZSMyXzZhNDcxMTgzpGZpbGXZXS9Vc2Vycy90ZXJhc2FraS93b3JrL015Vk1DLmpsL3BsYXlncm91bmQvcGx1dG8vbXZjLmpsIz09I2Y4MDQ4NTUwLWRmNmItNDMxMC1hZWIxLTZlZTZlNzc0MzViN6Vncm91cKNtdmOlbGV2ZWykSW5mb4ikbGluZf+jbXNnkrQzLjQ2MTY2OTk4NzMyNTc3N2UtN6p0ZXh0L3BsYWlup2NlbGxfaWTZJGYyMTJiYmY4LTM1NDQtNDg3Zi1hMzQyLWY2MDU0NDk4YjZlMaZrd2FyZ3OQomlkuU1haW5fd29ya3NwYWNlIzJfY2U0MjcxNDekZmlsZdldL1VzZXJzL3RlcmFzYWtpL3dvcmsvTXlWTUMuamwvcGxheWdyb3VuZC9wbHV0by9tdmMuamwjPT0jZjgwNDg1NTAtZGY2Yi00MzEwLWFlYjEtNmVlNmU3NzQzNWI3pWdyb3Vwo212Y6VsZXZlbKRJbmZviKRsaW5l/6Ntc2eS2bnjgqjjg43jg6vjgq7jg7zjgYzmnIDlsI/jgavjgarjgovlpInliIbjg5Hjg6njg6Hjg7zjgr/jga8xLjAwMDAwMDAwMDEK5Z+65bqV54q25oWL44Gu44Ko44ON44Or44Ku44O844GvLTAuNTAwMDAwMDAwMAogMTYuMTcyMzUxIHNlY29uZHMgKDc4Mi41MyBrIGFsbG9jYXRpb25zOiAyLjQxOCBHaUIsIDEuMDQlIGdjIHRpbWUpCqp0ZXh0L3BsYWlup2NlbGxfaWTZJGYyMTJiYmY4LTM1NDQtNDg3Zi1hMzQyLWY2MDU0NDk4YjZlMaZrd2FyZ3OQomlktFBsdXRvUnVubmVyX2QxYWNiODFlpGZpbGXZVS9Vc2Vycy90ZXJhc2FraS8uanVsaWEvcGFja2FnZXMvUGx1dG8vS2tWTEkvc3JjL3J1bm5lci9QbHV0b1J1bm5lci9zcmMvUGx1dG9SdW5uZXIuamylZ3JvdXCrUGx1dG9SdW5uZXKlbGV2ZWyuTG9nTGV2ZWwoLTU1NSmncnVubmluZ8Kmb3V0cHV0hqRib2R5oKRtaW1lqnRleHQvcGxhaW6scm9vdGFzc2lnbmVlwLJsYXN0X3J1bl90aW1lc3RhbXDLQdlk+jOUtrewcGVyc2lzdF9qc19zdGF0ZcK3aGFzX3BsdXRvX2hvb2tfZmVhdHVyZXPCp2NlbGxfaWTZJGYyMTJiYmY4LTM1NDQtNDg3Zi1hMzQyLWY2MDU0NDk4YjZlMblkZXBlbmRzX29uX2Rpc2FibGVkX2NlbGxzwqdydW50aW1lzwAAAAPFYGs6tXB1Ymxpc2hlZF9vYmplY3Rfa2V5c5C4ZGVwZW5kc19vbl9za2lwcGVkX2NlbGxzwqdlcnJvcmVkwtkkYTQ5MmE1ZjUtZWRjOC00ZDk5LWIyYzMtNTE3NmU5NDRhODZmiqZxdWV1ZWTCpGxvZ3OQp3J1bm5pbmfCpm91dHB1dIakYm9keaCkbWltZap0ZXh0L3BsYWlurHJvb3Rhc3NpZ25lZcCybGFzdF9ydW5fdGltZXN0YW1wy0HZZPoUvT4IsHBlcnNpc3RfanNfc3RhdGXCt2hhc19wbHV0b19ob29rX2ZlYXR1cmVzwqdjZWxsX2lk2SRhNDkyYTVmNS1lZGM4LTRkOTktYjJjMy01MTc2ZTk0NGE4Nma5ZGVwZW5kc19vbl9kaXNhYmxlZF9jZWxsc8KncnVudGltZc4BdI7ItXB1Ymxpc2hlZF9vYmplY3Rfa2V5c5C4ZGVwZW5kc19vbl9za2lwcGVkX2NlbGxzwqdlcnJvcmVkwqtzdGF0dXNfdHJlZYSkbmFtZahub3RlYm9va6hzdWJ0YXNrc4Smc2F2aW5nhKRuYW1lpnNhdmluZ6hzdWJ0YXNrc4CrZmluaXNoZWRfYXTLQdlk+nibsFOqc3RhcnRlZF9hdMtB2WT6eJubnal3b3Jrc3BhY2WEpG5hbWWpd29ya3NwYWNlqHN1YnRhc2tzgqxpbml0X3Byb2Nlc3OEpG5hbWWsaW5pdF9wcm9jZXNzqHN1YnRhc2tzhKE0hKRuYW1loTSoc3VidGFza3OAq2ZpbmlzaGVkX2F0y0HZZPoNyfvOqnN0YXJ0ZWRfYXTLQdlk+g1s7DWhMYSkbmFtZaExqHN1YnRhc2tzgKtmaW5pc2hlZF9hdMtB2WT6DWV5JapzdGFydGVkX2F0y0HZZPoNJPiMoTKEpG5hbWWhMqhzdWJ0YXNrc4CrZmluaXNoZWRfYXTLQdlk+g1pXP+qc3RhcnRlZF9hdMtB2WT6DWWMbaEzhKRuYW1loTOoc3VidGFza3OAq2ZpbmlzaGVkX2F0y0HZZPoNbOD0qnN0YXJ0ZWRfYXTLQdlk+g1paeSrZmluaXNoZWRfYXTLQdlk+g3KCFOqc3RhcnRlZF9hdMtB2WT6DST4aq5jcmVhdGVfcHJvY2Vzc4SkbmFtZa5jcmVhdGVfcHJvY2Vzc6hzdWJ0YXNrc4CrZmluaXNoZWRfYXTLQdlk+g0k6kaqc3RhcnRlZF9hdMtB2WT6DEAdGatmaW5pc2hlZF9hdMtB2WT6DcoIV6pzdGFydGVkX2F0y0HZZPoMQB0Ro3BrZ4SkbmFtZaNwa2eoc3VidGFza3OBqGFuYWx5c2lzhKRuYW1lqGFuYWx5c2lzqHN1YnRhc2tzgKtmaW5pc2hlZF9hdMtB2WT6eA1FSqpzdGFydGVkX2F0y0HZZPp4DUMgq2ZpbmlzaGVkX2F0y0HZZPp4DUVKqnN0YXJ0ZWRfYXTLQdlk+ngNQxOjcnVuhKRuYW1lo3J1bqhzdWJ0YXNrc4KwcmVzb2x2ZV90b3BvbG9neYSkbmFtZbByZXNvbHZlX3RvcG9sb2d5qHN1YnRhc2tzgKtmaW5pc2hlZF9hdMtB2WT6eA1rWapzdGFydGVkX2F0y0HZZPp4DVzZqGV2YWx1YXRlhKRuYW1lqGV2YWx1YXRlqHN1YnRhc2tzgaExhKRuYW1loTGoc3VidGFza3OAq2ZpbmlzaGVkX2F0y0HZZPp4DaIKqnN0YXJ0ZWRfYXTLQdlk+ngNd6+rZmluaXNoZWRfYXTLQdlk+ngNsZ6qc3RhcnRlZF9hdMtB2WT6eA1rXatmaW5pc2hlZF9hdMtB2WT6eA2xnqpzdGFydGVkX2F0y0HZZPp4DVzEq2ZpbmlzaGVkX2F0wKpzdGFydGVkX2F0y0HZZPoLz1bFsWNlbGxfZGVwZW5kZW5jaWVzitkkNjQ5MGQ3OTItOGU5MS00M2U3LWIyYmYtNWNkYWY2NTdiOTgzhLRwcmVjZWRlbmNlX2hldXJpc3RpYwmnY2VsbF9pZNkkNjQ5MGQ3OTItOGU5MS00M2U3LWIyYmYtNWNkYWY2NTdiOTgztGRvd25zdHJlYW1fY2VsbHNfbWFwgalzZXQyemVybyGS2SQ1MDYzMGIzNS1jZGZhLTQ5OGMtYTU5NC1kYjIzMDQwYTE5N2HZJGY4MDQ4NTUwLWRmNmItNDMxMC1hZWIxLTZlZTZlNzc0MzViN7J1cHN0cmVhbV9jZWxsc19tYXCJpEBkb2OQpHplcm+QoVSQrkFic3RyYWN0VmVjdG9ykKVUdXBsZZCmZWx0eXBlkKVmaWxsIZClVW5pb26QuiNfX190aGlzX3BsdXRvX21vZHVsZV9uYW1lkNkkNDcyNTAwYzEtODI5NS00OWM3LWI2ZTgtZDk1Nzk4N2E4NjBhhLRwcmVjZWRlbmNlX2hldXJpc3RpYwenY2VsbF9pZNkkNDcyNTAwYzEtODI5NS00OWM3LWI2ZTgtZDk1Nzk4N2E4NjBhtGRvd25zdHJlYW1fY2VsbHNfbWFwgaZQcmludGaQsnVwc3RyZWFtX2NlbGxzX21hcIDZJGMzN2JiOWZhLTNjZDQtNGE5NS1iYWMxLTlmMTcyOGZlMmQxN4S0cHJlY2VkZW5jZV9oZXVyaXN0aWMJp2NlbGxfaWTZJGMzN2JiOWZhLTNjZDQtNGE5NS1iYWMxLTlmMTcyOGZlMmQxN7Rkb3duc3RyZWFtX2NlbGxzX21hcICydXBzdHJlYW1fY2VsbHNfbWFw3gAiqVRlc3QuY29weZCsVGVzdC5yZXRocm93kKpUZXN0LkVycm9ykLFUZXN0LlJhbmRvbS5zZWVkIZCwVGVzdC5wb3BfdGVzdHNldJCkVGVzdJHZJGE0OTJhNWY1LWVkYzgtNGQ5OS1iMmMzLTUxNzZlOTQ0YTg2ZrxUZXN0LlJhbmRvbS5zZXRfZ2xvYmFsX3NlZWQhkK1UZXN0LlJldHVybmVkkLxUZXN0LkJhc2UuY3VycmVudF9leGNlcHRpb25zkKpUZXN0LmNvcHkhkKhUZXN0LmlzYZCrVGVzdC5yZWNvcmSQs1Rlc3QuX2NoZWNrX3Rlc3RzZXSQqVRlc3QuRXhwcpCqVGVzdC5UaHJld5CiLjyQsFRlc3QuZGVmYXVsdF9ybmeQoy48PZCxVGVzdC5wdXNoX3Rlc3RzZXSQpUB0ZXN0kLNUZXN0LmZhaWxmYXN0X3ByaW50kKhpbml0Y2ZnIZHZJGE1NTk0Zjg2LTY0NzYtNDMwMC1hODEyLWFjYWQyYzAxY2NjYatUZXN0LnR5cGVvZpC2VGVzdC5nZXRfdGVzdHNldF9kZXB0aJCrVGVzdC5maW5pc2iQsFRlc3QuZ2V0X3Rlc3RzZXSQpHJhbmSQv1Rlc3QudHJpZ2dlcl90ZXN0X2ZhaWx1cmVfYnJlYWuQo2FsbJCnVGVzdC49PZCrVGVzdC5Ccm9rZW6QqFRlc3QuPT09kKhAdGVzdHNldJCmVGVzdC4+kNkkNzMzMzhjZDQtMmExNy00Mzk4LWExOWQtOTk4NjAxYjMwYjAyhLRwcmVjZWRlbmNlX2hldXJpc3RpYwmnY2VsbF9pZNkkNzMzMzhjZDQtMmExNy00Mzk4LWExOWQtOTk4NjAxYjMwYjAytGRvd25zdHJlYW1fY2VsbHNfbWFwgLJ1cHN0cmVhbV9jZWxsc19tYXCCp0BtZF9zdHKQqGdldGluZGV4kNkkNTA2MzBiMzUtY2RmYS00OThjLWE1OTQtZGIyMzA0MGExOTdhhLRwcmVjZWRlbmNlX2hldXJpc3RpYwmnY2VsbF9pZNkkNTA2MzBiMzUtY2RmYS00OThjLWE1OTQtZGIyMzA0MGExOTdhtGRvd25zdHJlYW1fY2VsbHNfbWFwgLJ1cHN0cmVhbV9jZWxsc19tYXDeACGpVGVzdC5jb3B5kKxUZXN0LnJldGhyb3eQqlRlc3QuRXJyb3KQsVRlc3QuUmFuZG9tLnNlZWQhkLBUZXN0LnBvcF90ZXN0c2V0kKRUZXN0kdkkYTQ5MmE1ZjUtZWRjOC00ZDk5LWIyYzMtNTE3NmU5NDRhODZmvFRlc3QuUmFuZG9tLnNldF9nbG9iYWxfc2VlZCGQrlRlc3QuZXZhbF90ZXN0kLxUZXN0LkJhc2UuY3VycmVudF9leGNlcHRpb25zkKpUZXN0LmNvcHkhkKhUZXN0LmlzYZCrVGVzdC5yZWNvcmSQs1Rlc3QuX2NoZWNrX3Rlc3RzZXSQqVRlc3QuRXhwcpCqVGVzdC5UaHJld5CwVGVzdC5kZWZhdWx0X3JuZ5CxVGVzdC5wdXNoX3Rlc3RzZXSQpUB0ZXN0kLNUZXN0LmZhaWxmYXN0X3ByaW50kKI9PZCrVGVzdC50eXBlb2aQtlRlc3QuZ2V0X3Rlc3RzZXRfZGVwdGiQpXplcm9zkLBUZXN0LmdldF90ZXN0c2V0kKtUZXN0LmZpbmlzaJCkcmFuZJC/VGVzdC50cmlnZ2VyX3Rlc3RfZmFpbHVyZV9icmVha5CnVGVzdC49PZCrVGVzdC5Ccm9rZW6QqXNldDJ6ZXJvIZHZJDY0OTBkNzkyLThlOTEtNDNlNy1iMmJmLTVjZGFmNjU3Yjk4M6hUZXN0Lj09PZCoQHRlc3RzZXSQplRlc3QuPpDZJGJmZjNkNzAxLWY1MjctNDg2NC05ZDllLWY2YTEzOGUzMzViOYS0cHJlY2VkZW5jZV9oZXVyaXN0aWMJp2NlbGxfaWTZJGJmZjNkNzAxLWY1MjctNDg2NC05ZDllLWY2YTEzOGUzMzViObRkb3duc3RyZWFtX2NlbGxzX21hcIGwbWV0cm9wb2xpc193YWxrIZHZJGY4MDQ4NTUwLWRmNmItNDMxMC1hZWIxLTZlZTZlNzc0MzViN7J1cHN0cmVhbV9jZWxsc19tYXCNrkFic3RyYWN0VmVjdG9ykKRzcXJ0kKdGbG9hdDY0kKRyYW5kkKJwaZCmVmVjdG9ykKZsZW5ndGiQqWVhY2hpbmRleJCjbG9nkKErkKV1bmRlZpChKpCjY29zkNkkZjgwNDg1NTAtZGY2Yi00MzEwLWFlYjEtNmVlNmU3NzQzNWI3hLRwcmVjZWRlbmNlX2hldXJpc3RpYwmnY2VsbF9pZNkkZjgwNDg1NTAtZGY2Yi00MzEwLWFlYjEtNmVlNmU3NzQzNWI3tGRvd25zdHJlYW1fY2VsbHNfbWFwgaRtYWlukdkkZjIxMmJiZjgtMzU0NC00ODdmLWEzNDItZjYwNTQ0OThiNmUxsnVwc3RyZWFtX2NlbGxzX21hcN4AI6RzcXJ0kKZpc2xlc3OQp0Zsb2F0NjSQsG1ldHJvcG9saXNfd2FsayGR2SRiZmYzZDcwMS1mNTI3LTQ4NjQtOWQ5ZS1mNmExMzhlMzM1YjnZJ0Jhc2UuQ29yZUxvZ2dpbmcuQmFzZS5maXh1cF9zdGRsaWJfcGF0aJCyQmFzZS5Db3JlTG9nZ2luZy4hkKZWZWN0b3KQoTyQo+KJpZCpZWFjaGluZGV4kKEvkKFekKVAaW5mb5CxQmFzZS5pbnZva2VsYXRlc3SQqGluaXRjZmchkdkkYTU1OTRmODYtNjQ3Ni00MzAwLWE4MTItYWNhZDJjMDFjY2Nho2Fic5C9QmFzZS5Db3JlTG9nZ2luZy5pbnZva2VsYXRlc3SQo2V4cJC0QmFzZS5Db3JlTG9nZ2luZy49PT2QoTqQpXplcm9zkLojX19fdGhpc19wbHV0b19tb2R1bGVfbmFtZZCkcmFuZJCmc3Rkb3V0kKdAcHJpbnRmkKRCYXNlkKlzZXQyemVybyGR2SQ2NDkwZDc5Mi04ZTkxLTQzZTctYjJiZi01Y2RhZjY1N2I5ODOhLZC0QmFzZS5Db3JlTG9nZ2luZy5pc2GQoj49kKNJbnSQoSuQpXVuZGVmkKEqkLNCYXNlLkNvcmVMb2dnaW5nLj49kNkkYTU1OTRmODYtNjQ3Ni00MzAwLWE4MTItYWNhZDJjMDFjY2NhhLRwcmVjZWRlbmNlX2hldXJpc3RpYwmnY2VsbF9pZNkkYTU1OTRmODYtNjQ3Ni00MzAwLWE4MTItYWNhZDJjMDFjY2NhtGRvd25zdHJlYW1fY2VsbHNfbWFwgahpbml0Y2ZnIZLZJGMzN2JiOWZhLTNjZDQtNGE5NS1iYWMxLTlmMTcyOGZlMmQxN9kkZjgwNDg1NTAtZGY2Yi00MzEwLWFlYjEtNmVlNmU3NzQzNWI3snVwc3RyZWFtX2NlbGxzX21hcIWpZWFjaGluZGV4kKEtkK5BYnN0cmFjdFZlY3RvcpChKpCkcmFuZJDZJGYyMTJiYmY4LTM1NDQtNDg3Zi1hMzQyLWY2MDU0NDk4YjZlMYS0cHJlY2VkZW5jZV9oZXVyaXN0aWMJp2NlbGxfaWTZJGYyMTJiYmY4LTM1NDQtNDg3Zi1hMzQyLWY2MDU0NDk4YjZlMbRkb3duc3RyZWFtX2NlbGxzX21hcICydXBzdHJlYW1fY2VsbHNfbWFwjaVAdGltZZCzQmFzZS5nY19hbGxvY19jb3VudJCmQmFzZS4tkKtCYXNlLmdjX251bZCqQmFzZS5maXJzdJCsQmFzZS5HQ19EaWZmkL9CYXNlLmN1bXVsYXRpdmVfY29tcGlsZV90aW1lX25zkKlCYXNlLmxhc3SQpEJhc2WQr0Jhc2UudGltZV9wcmludJCkbWFpbpHZJGY4MDQ4NTUwLWRmNmItNDMxMC1hZWIxLTZlZTZlNzc0MzViN6xCYXNlLnRpbWVfbnOQvkJhc2UuY3VtdWxhdGl2ZV9jb21waWxlX3RpbWluZ5DZJGE0OTJhNWY1LWVkYzgtNGQ5OS1iMmMzLTUxNzZlOTQ0YTg2ZoS0cHJlY2VkZW5jZV9oZXVyaXN0aWMHp2NlbGxfaWTZJGE0OTJhNWY1LWVkYzgtNGQ5OS1iMmMzLTUxNzZlOTQ0YTg2ZrRkb3duc3RyZWFtX2NlbGxzX21hcIGkVGVzdJLZJDUwNjMwYjM1LWNkZmEtNDk4Yy1hNTk0LWRiMjMwNDBhMTk3YdkkYzM3YmI5ZmEtM2NkNC00YTk1LWJhYzEtOWYxNzI4ZmUyZDE3snVwc3RyZWFtX2NlbGxzX21hcIC0Y2VsbF9leGVjdXRpb25fb3JkZXKa2SQ0NzI1MDBjMS04Mjk1LTQ5YzctYjZlOC1kOTU3OTg3YTg2MGHZJGE0OTJhNWY1LWVkYzgtNGQ5OS1iMmMzLTUxNzZlOTQ0YTg2ZtkkNzMzMzhjZDQtMmExNy00Mzk4LWExOWQtOTk4NjAxYjMwYjAy2SQ2NDkwZDc5Mi04ZTkxLTQzZTctYjJiZi01Y2RhZjY1N2I5ODPZJDUwNjMwYjM1LWNkZmEtNDk4Yy1hNTk0LWRiMjMwNDBhMTk3YdkkYTU1OTRmODYtNjQ3Ni00MzAwLWE4MTItYWNhZDJjMDFjY2Nh2SRjMzdiYjlmYS0zY2Q0LTRhOTUtYmFjMS05ZjE3MjhmZTJkMTfZJGJmZjNkNzAxLWY1MjctNDg2NC05ZDllLWY2YTEzOGUzMzViOdkkZjgwNDg1NTAtZGY2Yi00MzEwLWFlYjEtNmVlNmU3NzQzNWI32SRmMjEyYmJmOC0zNTQ0LTQ4N2YtYTM0Mi1mNjA1NDQ5OGI2ZTG0bGFzdF9ob3RfcmVsb2FkX3RpbWXLAAAAAAAAAACpc2hvcnRwYXRopm12Yy5qbK5wcm9jZXNzX3N0YXR1c6VyZWFkeaRwYXRo2TUvVXNlcnMvdGVyYXNha2kvd29yay9NeVZNQy5qbC9wbGF5Z3JvdW5kL3BsdXRvL212Yy5qbK5sYXN0X3NhdmVfdGltZctB2WT6eJubmapjZWxsX29yZGVymtkkNDcyNTAwYzEtODI5NS00OWM3LWI2ZTgtZDk1Nzk4N2E4NjBh2SRhNDkyYTVmNS1lZGM4LTRkOTktYjJjMy01MTc2ZTk0NGE4NmbZJDczMzM4Y2Q0LTJhMTctNDM5OC1hMTlkLTk5ODYwMWIzMGIwMtkkNjQ5MGQ3OTItOGU5MS00M2U3LWIyYmYtNWNkYWY2NTdiOTgz2SQ1MDYzMGIzNS1jZGZhLTQ5OGMtYTU5NC1kYjIzMDQwYTE5N2HZJGE1NTk0Zjg2LTY0NzYtNDMwMC1hODEyLWFjYWQyYzAxY2NjYdkkYzM3YmI5ZmEtM2NkNC00YTk1LWJhYzEtOWYxNzI4ZmUyZDE32SRiZmYzZDcwMS1mNTI3LTQ4NjQtOWQ5ZS1mNmExMzhlMzM1YjnZJGY4MDQ4NTUwLWRmNmItNDMxMC1hZWIxLTZlZTZlNzc0MzViN9kkZjIxMmJiZjgtMzU0NC00ODdmLWEzNDItZjYwNTQ0OThiNmUxsXB1Ymxpc2hlZF9vYmplY3RzgKVuYnBrZ4qvaW5zdGFsbF90aW1lX25zzwAAAAFZRukBrGluc3RhbnRpYXRlZMOyaW5zdGFsbGVkX3ZlcnNpb25zgqRUZXN0pnN0ZGxpYqZQcmludGamc3RkbGlisHRlcm1pbmFsX291dHB1dHODqm5icGtnX3N5bmPaA3QKQWRkaW5nIHBhY2thZ2VzLi4uChtbMzJtG1sxbSAgIFJlc29sdmluZxtbMjJtG1szOW0gcGFja2FnZSB2ZXJzaW9ucy4uLgobWzMybRtbMW0gICAgVXBkYXRpbmcbWzIybRtbMzltIGAvcHJpdmF0ZS92YXIvZm9sZGVycy9scC85Ynd4ZmdzMTE4bmJfMzJ2cThwc25kXzQwMDAwZ24vVC9qbF9USjU4YVIvUHJvamVjdC50b21sYAogIBtbOTBtWzhkZmVkNjE0XSAbWzM5bRtbOTJtKyBUZXN0G1szOW0KG1szMm0bWzFtICAgIFVwZGF0aW5nG1syMm0bWzM5bSBgL3ByaXZhdGUvdmFyL2ZvbGRlcnMvbHAvOWJ3eGZnczExOG5iXzMydnE4cHNuZF80MDAwMGduL1QvamxfVEo1OGFSL01hbmlmZXN0LnRvbWxgCiAgG1s5MG1bMmEwZjQ0ZTNdIBtbMzltG1s5Mm0rIEJhc2U2NBtbMzltCiAgG1s5MG1bYjc3ZTBhNGNdIBtbMzltG1s5Mm0rIEludGVyYWN0aXZlVXRpbHMbWzM5bQogIBtbOTBtWzU2ZGRiMDE2XSAbWzM5bRtbOTJtKyBMb2dnaW5nG1szOW0KICAbWzkwbVtkNmY0Mzc2ZV0gG1szOW0bWzkybSsgTWFya2Rvd24bWzM5bQogIBtbOTBtWzlhM2Y4Mjg0XSAbWzM5bRtbOTJtKyBSYW5kb20bWzM5bQogIBtbOTBtW2VhOGU5MTljXSAbWzM5bRtbOTJtKyBTSEEgdjAuNy4wG1szOW0KICAbWzkwbVs5ZTg4YjQyYV0gG1szOW0bWzkybSsgU2VyaWFsaXphdGlvbhtbMzltCiAgG1s5MG1bOGRmZWQ2MTRdIBtbMzltG1s5Mm0rIFRlc3QbWzM5bQobWzMybRtbMW1Mb2FkaW5nG1syMm0bWzM5bSBwYWNrYWdlcy4uLgoKSW5zdGFudGlhdGluZy4uLgoKUHJlY29tcGlsaW5nLi4uChtbMzJtG1sxbSAgQWN0aXZhdGluZxtbMjJtG1szOW0gcHJvamVjdCBhdCBgL3ByaXZhdGUvdmFyL2ZvbGRlcnMvbHAvOWJ3eGZnczExOG5iXzMydnE4cHNuZF80MDAwMGduL1QvamxfVEo1OGFSYKRUZXN02gN0CkFkZGluZyBwYWNrYWdlcy4uLgobWzMybRtbMW0gICBSZXNvbHZpbmcbWzIybRtbMzltIHBhY2thZ2UgdmVyc2lvbnMuLi4KG1szMm0bWzFtICAgIFVwZGF0aW5nG1syMm0bWzM5bSBgL3ByaXZhdGUvdmFyL2ZvbGRlcnMvbHAvOWJ3eGZnczExOG5iXzMydnE4cHNuZF80MDAwMGduL1QvamxfVEo1OGFSL1Byb2plY3QudG9tbGAKICAbWzkwbVs4ZGZlZDYxNF0gG1szOW0bWzkybSsgVGVzdBtbMzltChtbMzJtG1sxbSAgICBVcGRhdGluZxtbMjJtG1szOW0gYC9wcml2YXRlL3Zhci9mb2xkZXJzL2xwLzlid3hmZ3MxMThuYl8zMnZxOHBzbmRfNDAwMDBnbi9UL2psX1RKNThhUi9NYW5pZmVzdC50b21sYAogIBtbOTBtWzJhMGY0NGUzXSAbWzM5bRtbOTJtKyBCYXNlNjQbWzM5bQogIBtbOTBtW2I3N2UwYTRjXSAbWzM5bRtbOTJtKyBJbnRlcmFjdGl2ZVV0aWxzG1szOW0KICAbWzkwbVs1NmRkYjAxNl0gG1szOW0bWzkybSsgTG9nZ2luZxtbMzltCiAgG1s5MG1bZDZmNDM3NmVdIBtbMzltG1s5Mm0rIE1hcmtkb3duG1szOW0KICAbWzkwbVs5YTNmODI4NF0gG1szOW0bWzkybSsgUmFuZG9tG1szOW0KICAbWzkwbVtlYThlOTE5Y10gG1szOW0bWzkybSsgU0hBIHYwLjcuMBtbMzltCiAgG1s5MG1bOWU4OGI0MmFdIBtbMzltG1s5Mm0rIFNlcmlhbGl6YXRpb24bWzM5bQogIBtbOTBtWzhkZmVkNjE0XSAbWzM5bRtbOTJtKyBUZXN0G1szOW0KG1szMm0bWzFtTG9hZGluZxtbMjJtG1szOW0gcGFja2FnZXMuLi4KCkluc3RhbnRpYXRpbmcuLi4KClByZWNvbXBpbGluZy4uLgobWzMybRtbMW0gIEFjdGl2YXRpbmcbWzIybRtbMzltIHByb2plY3QgYXQgYC9wcml2YXRlL3Zhci9mb2xkZXJzL2xwLzlid3hmZ3MxMThuYl8zMnZxOHBzbmRfNDAwMDBnbi9UL2psX1RKNThhUmCmUHJpbnRm2gGLCkluc3RhbnRpYXRpbmcuLi4KClJlc29sdmluZy4uLgobWzMybRtbMW0gIE5vIENoYW5nZXMbWzIybRtbMzltIHRvIGAvcHJpdmF0ZS92YXIvZm9sZGVycy9scC85Ynd4ZmdzMTE4bmJfMzJ2cThwc25kXzQwMDAwZ24vVC9qbF9USjU4YVIvUHJvamVjdC50b21sYAobWzMybRtbMW0gIE5vIENoYW5nZXMbWzIybRtbMzltIHRvIGAvcHJpdmF0ZS92YXIvZm9sZGVycy9scC85Ynd4ZmdzMTE4bmJfMzJ2cThwc25kXzQwMDAwZ24vVC9qbF9USjU4YVIvTWFuaWZlc3QudG9tbGAKClByZWNvbXBpbGluZy4uLgobWzMybRtbMW0gIEFjdGl2YXRpbmcbWzIybRtbMzltIHByb2plY3QgYXQgYC9wcml2YXRlL3Zhci9mb2xkZXJzL2xwLzlid3hmZ3MxMThuYl8zMnZxOHBzbmRfNDAwMDBnbi9UL2psX1RKNThhUmCnZW5hYmxlZMO3cmVzdGFydF9yZWNvbW1lbmRlZF9tc2fAtHJlc3RhcnRfcmVxdWlyZWRfbXNnwK1idXN5X3BhY2thZ2VzkLZ3YWl0aW5nX2Zvcl9wZXJtaXNzaW9uwtksd2FpdGluZ19mb3JfcGVybWlzc2lvbl9idXRfcHJvYmFibHlfZGlzYWJsZWTCq2NlbGxfaW5wdXRzitkkNjQ5MGQ3OTItOGU5MS00M2U3LWIyYmYtNWNkYWY2NTdiOTgzhKdjZWxsX2lk2SQ2NDkwZDc5Mi04ZTkxLTQzZTctYjJiZi01Y2RhZjY1N2I5ODOkY29kZdnCIiIiCglDIHBvcnQgdG8gSnVsaWEgZm9yIGBzaG9raWthYAoiIiIKZnVuY3Rpb24gc2V0Mnplcm8hKGRhdGExOjpULCBkYXRhMjo6VCwgZGF0YTM6OlQpIHdoZXJlIHtUPDpBYnN0cmFjdFZlY3Rvcn0KICAgIGZvciBkIGluIChkYXRhMSwgZGF0YTIsIGRhdGEzKQogICAgICAgIGZpbGwhKGQsIHplcm8oZWx0eXBlKGQpKSkKICAgIGVuZAplbmSobWV0YWRhdGGDqXNob3dfbG9nc8OoZGlzYWJsZWTCrnNraXBfYXNfc2NyaXB0wqtjb2RlX2ZvbGRlZMLZJDQ3MjUwMGMxLTgyOTUtNDljNy1iNmU4LWQ5NTc5ODdhODYwYYSnY2VsbF9pZNkkNDcyNTAwYzEtODI5NS00OWM3LWI2ZTgtZDk1Nzk4N2E4NjBhpGNvZGWsdXNpbmcgUHJpbnRmqG1ldGFkYXRhg6lzaG93X2xvZ3PDqGRpc2FibGVkwq5za2lwX2FzX3NjcmlwdMKrY29kZV9mb2xkZWTC2SRjMzdiYjlmYS0zY2Q0LTRhOTUtYmFjMS05ZjE3MjhmZTJkMTeEp2NlbGxfaWTZJGMzN2JiOWZhLTNjZDQtNGE5NS1iYWMxLTlmMTcyOGZlMmQxN6Rjb2Rl2eFAdGVzdHNldCAiaW5pdGNmZyEiIGJlZ2luCiAgICBkYXRhMSA9IHJhbmQoMTApCiAgICBkYXRhMiA9IHJhbmQoMTApCiAgICBkYXRhMyA9IHJhbmQoMTApCiAgICBpbml0Y2ZnIShkYXRhMSwgZGF0YTIsIGRhdGEzKQogICAgQHRlc3QgYWxsKC0yIC48PSBkYXRhMSAuPCAyKQogICAgQHRlc3QgYWxsKC0yIC48PSBkYXRhMiAuPCAyKQogICAgQHRlc3QgYWxsKC0yIC48PSBkYXRhMyAuPCAyKQplbmSobWV0YWRhdGGDqXNob3dfbG9nc8OoZGlzYWJsZWTCrnNraXBfYXNfc2NyaXB0wqtjb2RlX2ZvbGRlZMLZJDczMzM4Y2Q0LTJhMTctNDM5OC1hMTlkLTk5ODYwMWIzMGIwMoSnY2VsbF9pZNkkNzMzMzhjZDQtMmExNy00Mzk4LWExOWQtOTk4NjAxYjMwYjAypGNvZGXaAjhtZCIiIgoKW+WkieWIhuODouODs+ODhuOCq+ODq+ODrShWTUMp44KS44KE44Gj44Gm44G/44KLfuawtOe0oOWOn+WtkH5dKGh0dHBzOi8vbWl5YW50YXJ1bWkuaGF0ZW5hYmxvZy5jb20vZW50cnkvMjAyMi8wNC8wOC8wODAwMDApIOOBriBKdWxpYSDlrp/oo4XjgpLooYzjgYbvvI4KCuOBqOOCiuOBguOBiOOBmuWGmee1jOOBl+OBn+OBn+OCgSBDIOODl+ODreOCsOODqeODoOOBq+W8leOBo+W8teOCieOCjOOBn+abuOOBjeaWueOCkuOBl+OBpuOBhOOCi++8jiDkvovjgYjjgbDmraPopo/liIbluIPjga/jg5zjg4Pjgq/jgrnjg5/jg6Xjg6njg7zjgqLjg6vjgrTjg6rjgrrjg6DjgpLkvb/jgaPjgabjgYTjgovjgYwgSnVsaWEg55qE44Gr44GvIHJhbmRuIOmWouaVsOOCkuWRvOOBueOBsOiJr+OBhO+8jgoK44G+44GfIE1ldHJvcG9saXMgdGVzdGluZyDjga/jg5njgr/jgYzjgY3jgZfjgabjgovjgZ/jgoHkvLzjgZ/jgojjgYbjgarjg63jgrjjg4Pjgq/jgpLvvJTlm57jgoLmm7jjgY/lv4XopoHjgYzjgYLjgaPjgZ/vvI7mraPnm7TjgaroqbHmsJfjgYzni4LjgYTjgZ3jgYbjgaDjgaPjgZ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window.pluto_preamble_html = undefined;
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<meta name="pluto-insertion-spot-parameters">
<script src="https://cdn.jsdelivr.net/gh/fonsp/Pluto.jl@0.19.36/frontend-dist/editor.c69300f2.js" type="module" defer="" integrity="sha384-sLMlcWvt4TmaGbLLnhN9nz+JY2xsbCeklFggrWNJ4zBrwPosiufyTbUD6aYbHgE4" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/gh/fonsp/Pluto.jl@0.19.36/frontend-dist/editor.8a3292da.js" integrity="sha384-itp4oE2PRbSrrTHVpWh8sqAuVUsz7ja6L2Dgp/JRfMCD2AwVdTk56K96POF3oLmu" crossorigin="anonymous"></script><script type="text/javascript" id="MathJax-script" integrity="sha384-4kE/rQ11E8xT9QgrCBTyvenkuPfQo8rXYQvJZuMgxyPOoUfpatjQPlgdv6V5yhUK" crossorigin="" not-the-src-yet="https://cdn.jsdelivr.net/npm/mathjax@3.2.2/es5/tex-svg-full.js" async=""></script></head><body class="loading no-MαθJax"> <div style="display:flex;min-height:100vh;"> <pluto-editor class="fullscreen"></pluto-editor> </div> </body></html>

## mvc_new.html
<!DOCTYPE html><html lang="en"><head><meta name="viewport" content="width=device-width"><meta charset="utf-8">
<meta name="pluto-insertion-spot-meta">
<meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="#2a2928"><meta name="color-scheme" content="light dark"><link rel="icon" type="image/png" sizes="16x16" href="https://cdn.jsdelivr.net/gh/fonsp/Pluto.jl@0.19.36/frontend-dist/favicon-16x16.347d2855.png" integrity="sha384-3qsGeVLdddzV9oIkj3PhXXQX2CZCjOD/CiyrPQOX6InOWw3HAHClrsQhPfX9uRAj" crossorigin="anonymous"><link rel="icon" type="image/png" sizes="32x32" href="https://cdn.jsdelivr.net/gh/fonsp/Pluto.jl@0.19.36/frontend-dist/favicon-32x32.8789add4.png" integrity="sha384-cOe5vSoBIgKNgkUL27p9RpsGVY0uBg9PejLccDy+fR8ZD1Iv5dF1MGHjIZAIZwm6" crossorigin="anonymous"><link rel="icon" type="image/png" sizes="96x96" href="https://cdn.jsdelivr.net/gh/fonsp/Pluto.jl@0.19.36/frontend-dist/favicon-96x96.48689391.png" integrity="sha384-TN49cYb8GyNmrZT14bsYXXo4l1x1NJeJ/EHuVAauAKsNPopPHLojijs9jFT4Vs8c" crossorigin="anonymous"><link rel="pluto-logo-big" 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href="https://cdn.jsdelivr.net/gh/fonsp/Pluto.jl@0.19.36/frontend-dist/editor.c98fb036.css" integrity="sha384-hq2r9iSY9J+3FSHCB6PZ5jTCnnhSL7DhUmwTXDjMmklxEsQ+2YHWCS7Cm0i5Y/rT" crossorigin="anonymous"><link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/fonsp/Pluto.jl@0.19.36/frontend-dist/vollkorn.089565a8.css" integrity="sha384-jnV/84VtSgBLF70H+s2rxJcOUZIMDR+X/ElFZA83i9ZtZSWiIMFAgPyrWkOJV08q" crossorigin="anonymous"><script defer="">console.log("Pluto.jl, by Fons van der Plas (https://github.com/fonsp), Mikołaj Bochenski (https://github.com/malyvsen), Michiel Dral (https://github.com/dralletje) and friends 🌈");</script><script src="https://cdn.jsdelivr.net/gh/fonsp/Pluto.jl@0.19.36/frontend-dist/editor.b8733d72.js" defer="" integrity="sha384-84yPd6AGZ/1IUiaBlssipmMKMFz9WGFQ+u8vYZ9cWicH6bZm7ZOej+kLDXnIIAQJ" crossorigin="anonymous"></script><script src="https://cdn.jsdelivr.net/gh/fonsp/Pluto.jl@0.19.36/frontend-dist/editor.9f9dc874.js" defer="" 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window.pluto_isolated_cell_ids = undefined;
window.pluto_notebookfile = "data:text/julia;charset=utf-8;base64,### A Pluto.jl notebook ###
# v0.19.36

using Markdown
using InteractiveUtils

# ╔═╡ 47a034fa-a95e-11ee-21e6-b100f58dff52
begin
	using Statistics
	using Printf
end

# ╔═╡ 91811b6d-7744-4fbc-b9cb-3800a1f8bc9a
using Test

# ╔═╡ 7bbf5025-0346-4104-a47a-63f492fc4028
md"""

[変分モンテカルロ(VMC)をやってみる~水素原子~](https://miyantarumi.hatenablog.com/entry/2022/04/08/080000) の Julia 移植を行った. メトロポリステストの部分を関数化し書くべきコードの量を大幅に減らすことができた． JuliaはUnicode文字が使えるのでオリジナルの実装をもとに変数名を適宜変更している．

metropolis_test! の引数はいっぱいあるが，もっとJuliaらしく書くのであれなコレらをまとめる構造体を定義するべきである．
"""

# ╔═╡ 6f349905-56d0-40fa-b290-036c258cadcb
"""
	C port to Julia for `shokika`
"""
function set2zero!(data1::T, data2::T, data3::T) where {T<:AbstractVector}
    for d in (data1, data2, data3)
        fill!(d, zero(eltype(d)))
    end
end

# ╔═╡ 404e4bda-ee2d-4ca9-a395-4241a421a6e8
@testset "set2zero!" begin
	data1 = rand(10)
    data2 = rand(10)
    data3 = rand(10)
    set2zero!(data1, data2, data3)
    @test data1 == data2 == data3 == zeros(10)
end

# ╔═╡ 5906fa19-b25b-4c46-9c5d-da0c490d0ce6
function initcfg!(data1::T, data2::T, data3::T) where {T<:AbstractVector}
    for d in (data1, data2, data3)
        d .= (rand(length(d)) .- 0.5) .* 2 .* 2
    end
end

# ╔═╡ b8f2c0dd-fe14-4a98-9272-872934317a77
@testset "initcfg!" begin
    data1 = rand(10)
    data2 = rand(10)
    data3 = rand(10)
    initcfg!(data1, data2, data3)
	@show data1
    @test all(-2 .<= data1 .< 2)
    @test all(-2 .<= data2 .< 2)
    @test all(-2 .<= data3 .< 2)
end

# ╔═╡ 068cb97e-8704-458e-8fef-28af6efa596b
radius(x,y,z) = √(x^2 + y^2 + z^2)

# ╔═╡ 642911c6-698c-40bb-bec6-c88833c6caa5
function metropolis_test!(
	α::Float64, 
	ΣE_loc::T, Σ∂logψ_∂α::T,ΣE_loc_times_∂logψ_∂α::T,
	x⃗::T, y⃗::T, z⃗::T
) where T <: AbstractVector
	nsamples = 30000
	sigma = 0.4
	ΣE_loc = zero(x⃗)
	Σ∂logψ_∂α = zero(x⃗)
	ΣE_loc_times_∂logψ_∂α = zero(x⃗)
	
	for i in 1:nsamples	
		for j in eachindex(x⃗,y⃗,z⃗)
			x,y,z = x⃗[j],y⃗[j],z⃗[j]
			r = radius(x,y,z)
			ψ² = exp(-2α*r)
			# proposal step
			x′ = x + sigma * randn()
			y′ = y + sigma * randn()
			z′ = z + sigma * randn()
			r′ = radius(x′,y′,z′)
			ϕ² = exp(-2α*r′)
			if rand() < ϕ²/ψ² 
				x⃗[j] = x′
				y⃗[j] = y′
				z⃗[j] = z′
			end
		end
		if i ≥ 4000
			for j in eachindex(x⃗,y⃗,z⃗)
				x,y,z = x⃗[j],y⃗[j],z⃗[j]
				r = radius(x,y,z)
				E_loc = - 1 / r - α * (α - 2 / r) / 2
				∂logψ_∂α = -r
				E_loc_times_∂logψ_∂α = E_loc * ∂logψ_∂α
				ΣE_loc[j] += E_loc
				Σ∂logψ_∂α[j] += ∂logψ_∂α
				ΣE_loc_times_∂logψ_∂α[j] += E_loc_times_∂logψ_∂α
			end
		end
	end
	# 各 j に対しての平均量を計算する. メモリを使い回すために in-place 計算をしている．
	ΣE_loc ./= (nsamples - 4000)
	Σ∂logψ_∂α ./= (nsamples - 4000)
	ΣE_loc_times_∂logψ_∂α ./= (nsamples - 4000)
	# j の軸に対して平均値を計算する
	E_loc = mean(ΣE_loc)
	∂logψ_∂α = mean(Σ∂logψ_∂α)
	E_loc_times_∂logψ_∂α = mean(ΣE_loc_times_∂logψ_∂α)

	dE = 2 * (E_loc_times_∂logψ_∂α - E_loc * ∂logψ_∂α)
	return dE, E_loc
end

# ╔═╡ a58af689-5263-4d52-aeac-96dfc1869386
function main()
    nwalkers = 400
    sample = 30000

    α_init = 0.8
    x = Vector{Float64}(undef, nwalkers)
    y = Vector{Float64}(undef, nwalkers)
    z = Vector{Float64}(undef, nwalkers)
	ΣE_loc = zeros(nwalkers)
	Σ∂logψ_∂α = zeros(nwalkers)
	ΣE_loc_times_∂logψ_∂α = zeros(nwalkers)
    h = 1e-3

	α = α_init
	while true
		initcfg!(x,y,z)
		set2zero!(ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α)
		dE, _ = metropolis_test!(
			α,
			ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α,
			x,y,z
		)

		α₊ = α + h
		initcfg!(x,y,z)
		set2zero!(ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α)
		dE₊, _ = metropolis_test!(
			α₊,
			ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α,
			x,y,z
		)

		α₋ = α - h
		initcfg!(x,y,z)
		set2zero!(ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α)
		dE₋, _ = metropolis_test!(
			α₋,
			ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α,
			x,y,z
		)

        ddE = (dE₊ - dE₋) / (2h)
		# newton 法で α を更新する
        α_next = α - dE / ddE
        @info "α" α_next, α
        if abs(α_next - α) < 1e-6
            break
        end
		α = α_next
    end

    alpha_va = α
	# 理想は 1.0
    @printf("エネルギーが最小になる変分パラメータは%.10f\n", alpha_va) 
	initcfg!(x,y,z)
	set2zero!(ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α)
	_, E = metropolis_test!(
		alpha_va,
		ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α,
		x,y,z
	)
	# 理想は -0.5
	@printf("基底状態のエネルギーは%.10f\n", E)
end

# ╔═╡ 0c7a0175-8ebd-4e89-9ba0-9797aa8e4556
@time main() 

# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
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Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
"""

# ╔═╡ 00000000-0000-0000-0000-000000000002
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# ╟─00000000-0000-0000-0000-000000000002
";
window.pluto_disable_ui = true;
window.pluto_slider_server_url = undefined;
window.pluto_binder_url = "https://mybinder.org/v2/gh/fonsp/pluto-on-binder/v0.19.36";
window.pluto_statefile = 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## mvc_new_revised.html
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window.pluto_notebook_id = undefined;
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window.pluto_notebookfile = "data:text/julia;charset=utf-8;base64,### A Pluto.jl notebook ###
# v0.19.36

using Markdown
using InteractiveUtils

# ╔═╡ 47a034fa-a95e-11ee-21e6-b100f58dff52
begin
	using Statistics
	using Printf
end

# ╔═╡ 91811b6d-7744-4fbc-b9cb-3800a1f8bc9a
using Test

# ╔═╡ 7bbf5025-0346-4104-a47a-63f492fc4028
md"""

[変分モンテカルロ(VMC)をやってみる~水素原子~](https://miyantarumi.hatenablog.com/entry/2022/04/08/080000) の Julia 移植を行った. メトロポリステストの部分を関数化し書くべきコードの量を大幅に減らすことができた． JuliaはUnicode文字が使えるのでオリジナルの実装をもとに変数名を適宜変更している．

metropolis_test! の引数はいっぱいあるが，もっとJuliaらしく書くのであれなコレらをまとめる構造体を定義するべきである．
"""

# ╔═╡ 6f349905-56d0-40fa-b290-036c258cadcb
"""
	C port to Julia for `shokika`
"""
function set2zero!(data1::T, data2::T, data3::T) where {T<:AbstractVector}
    for d in (data1, data2, data3)
        fill!(d, zero(eltype(d)))
    end
end

# ╔═╡ 404e4bda-ee2d-4ca9-a395-4241a421a6e8
@testset "set2zero!" begin
	data1 = rand(10)
    data2 = rand(10)
    data3 = rand(10)
    set2zero!(data1, data2, data3)
    @test data1 == data2 == data3 == zeros(10)
end

# ╔═╡ 5906fa19-b25b-4c46-9c5d-da0c490d0ce6
function initcfg!(data1::T, data2::T, data3::T) where {T<:AbstractVector}
    for d in (data1, data2, data3)
        d .= (rand(length(d)) .- 0.5) .* 2 .* 2
    end
end

# ╔═╡ b8f2c0dd-fe14-4a98-9272-872934317a77
@testset "initcfg!" begin
    data1 = rand(10)
    data2 = rand(10)
    data3 = rand(10)
    initcfg!(data1, data2, data3)
	@show data1
    @test all(-2 .<= data1 .< 2)
    @test all(-2 .<= data2 .< 2)
    @test all(-2 .<= data3 .< 2)
end

# ╔═╡ 068cb97e-8704-458e-8fef-28af6efa596b
radius(x,y,z) = √(x^2 + y^2 + z^2)

# ╔═╡ 642911c6-698c-40bb-bec6-c88833c6caa5
function metropolis_test!(
	α::Float64, 
	ΣE_loc::T, Σ∂logψ_∂α::T,ΣE_loc_times_∂logψ_∂α::T,
	x⃗::T, y⃗::T, z⃗::T, r⃗::T
) where T <: AbstractVector
	nsamples = 30000
	sigma = 0.4
	
	for i in 1:nsamples	
		for j in eachindex(x⃗,y⃗,z⃗)
			x,y,z = x⃗[j],y⃗[j],z⃗[j]
			r = radius(x,y,z)
			#ψ² = exp(-2α*r)
			# proposal step
			x′ = x + sigma * randn()
			y′ = y + sigma * randn()
			z′ = z + sigma * randn()
			r′ = radius(x′,y′,z′)
			#ϕ² = exp(-2α*r′)
			#b = rand() < ϕ²/ψ² 
			b = rand() < exp(-2α * r′ + 2α * r) 
			x⃗[j] = ifelse(b, x′, x)
			y⃗[j] = ifelse(b, y′, y)
			z⃗[j] = ifelse(b, z′, z)
			r⃗[j] = ifelse(b, r′, r)
		end
		if i ≥ 4000
			for j in eachindex(x⃗,y⃗,z⃗)
				x,y,z = x⃗[j],y⃗[j],z⃗[j]
				r = r⃗[j]
				r⁻¹ = inv(r)
				E_loc = - 1 * r⁻¹ - α * (α - 2 * r⁻¹) / 2
				∂logψ_∂α = -r
				E_loc_times_∂logψ_∂α = E_loc * ∂logψ_∂α
				ΣE_loc[j] += E_loc
				Σ∂logψ_∂α[j] += ∂logψ_∂α
				ΣE_loc_times_∂logψ_∂α[j] += E_loc_times_∂logψ_∂α
			end
		end
	end
	# 各 j に対しての平均量を計算する. メモリを使い回すために in-place 計算をしている．
	ΣE_loc ./= (nsamples - 4000)
	Σ∂logψ_∂α ./= (nsamples - 4000)
	ΣE_loc_times_∂logψ_∂α ./= (nsamples - 4000)
	# j の軸に対して平均値を計算する
	E_loc = mean(ΣE_loc)
	∂logψ_∂α = mean(Σ∂logψ_∂α)
	E_loc_times_∂logψ_∂α = mean(ΣE_loc_times_∂logψ_∂α)

	dE = 2 * (E_loc_times_∂logψ_∂α - E_loc * ∂logψ_∂α)
	return dE, E_loc
end

# ╔═╡ a58af689-5263-4d52-aeac-96dfc1869386
function main()
    nwalkers = 400
    sample = 30000

    α_init = 0.8
    x = Vector{Float64}(undef, nwalkers)
    y = Vector{Float64}(undef, nwalkers)
    z = Vector{Float64}(undef, nwalkers)
	r = Vector{Float64}(undef, nwalkers)
	ΣE_loc = zeros(nwalkers)
	Σ∂logψ_∂α = zeros(nwalkers)
	ΣE_loc_times_∂logψ_∂α = zeros(nwalkers)
    h = 1e-3

	α = α_init
	while true
		initcfg!(x,y,z)
		set2zero!(ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α)
		dE, _ = metropolis_test!(
			α,
			ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α,
			x,y,z,r
		)

		α₊ = α + h
		initcfg!(x,y,z)
		set2zero!(ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α)
		dE₊, _ = metropolis_test!(
			α₊,
			ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α,
			x,y,z,r
		)

		α₋ = α - h
		initcfg!(x,y,z)
		set2zero!(ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α)
		dE₋, _ = metropolis_test!(
			α₋,
			ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α,
			x,y,z,r
		)

        ddE = (dE₊ - dE₋) / (2h)
		# newton 法で α を更新する
        α_next = α - dE / ddE
        @info "α" α_next, α
        if abs(α_next - α) < 1e-6
            break
        end
		α = α_next
    end

    alpha_va = α
	# 理想は 1.0
    @printf("エネルギーが最小になる変分パラメータは%.10f\n", alpha_va) 
	initcfg!(x,y,z)
	set2zero!(ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α)
	_, E = metropolis_test!(
		alpha_va,
		ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α,
		x,y,z,r
	)
	# 理想は -0.5
	@printf("基底状態のエネルギーは%.10f\n", E)
end

# ╔═╡ 0c7a0175-8ebd-4e89-9ba0-9797aa8e4556
@time main()

# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
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"""

# ╔═╡ 00000000-0000-0000-0000-000000000002
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";
window.pluto_disable_ui = true;
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window.pluto_statefile = 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window.pluto_preamble_html = undefined;
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<meta name="pluto-insertion-spot-parameters">
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## mvc_new_revised_fixed.html
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window.pluto_notebook_id = undefined;
window.pluto_isolated_cell_ids = undefined;
window.pluto_notebookfile = "data:text/julia;charset=utf-8;base64,### A Pluto.jl notebook ###
# v0.19.36

using Markdown
using InteractiveUtils

# ╔═╡ 47a034fa-a95e-11ee-21e6-b100f58dff52
begin
	using Statistics
	using Printf
end

# ╔═╡ 91811b6d-7744-4fbc-b9cb-3800a1f8bc9a
using Test

# ╔═╡ 7bbf5025-0346-4104-a47a-63f492fc4028
md"""

[変分モンテカルロ(VMC)をやってみる~水素原子~](https://miyantarumi.hatenablog.com/entry/2022/04/08/080000) の Julia 移植を行った. メトロポリステストの部分を関数化し書くべきコードの量を大幅に減らすことができた． JuliaはUnicode文字が使えるのでオリジナルの実装をもとに変数名を適宜変更している．

metropolis_test! の引数はいっぱいあるが，もっとJuliaらしく書くのであれなコレらをまとめる構造体を定義するべきである．
"""

# ╔═╡ 6f349905-56d0-40fa-b290-036c258cadcb
"""
	C port to Julia for `shokika`
"""
function set2zero!(data1::T, data2::T, data3::T) where {T<:AbstractVector}
    for d in (data1, data2, data3)
        fill!(d, zero(eltype(d)))
    end
end

# ╔═╡ 404e4bda-ee2d-4ca9-a395-4241a421a6e8
@testset "set2zero!" begin
	data1 = rand(10)
    data2 = rand(10)
    data3 = rand(10)
    set2zero!(data1, data2, data3)
    @test data1 == data2 == data3 == zeros(10)
end

# ╔═╡ 5906fa19-b25b-4c46-9c5d-da0c490d0ce6
function initcfg!(data1::T, data2::T, data3::T) where {T<:AbstractVector}
    for d in (data1, data2, data3)
        d .= (rand(length(d)) .- 0.5) .* 2 .* 2
    end
end

# ╔═╡ b8f2c0dd-fe14-4a98-9272-872934317a77
@testset "initcfg!" begin
    data1 = rand(10)
    data2 = rand(10)
    data3 = rand(10)
    initcfg!(data1, data2, data3)
	@show data1
    @test all(-2 .<= data1 .< 2)
    @test all(-2 .<= data2 .< 2)
    @test all(-2 .<= data3 .< 2)
end

# ╔═╡ 068cb97e-8704-458e-8fef-28af6efa596b
radius(x,y,z) = √(x^2 + y^2 + z^2)

# ╔═╡ 642911c6-698c-40bb-bec6-c88833c6caa5
function metropolis_test!(
	α::Float64, 
	ΣE_loc::T, Σ∂logψ_∂α::T,ΣE_loc_times_∂logψ_∂α::T,
	x⃗::T, y⃗::T, z⃗::T, r⃗::T
) where T <: AbstractVector
	nsamples = 30000
	sigma = 0.4
	
	for i in 1:nsamples	
		for j in eachindex(x⃗,y⃗,z⃗,r⃗)
			x = x⃗[j]
			y = y⃗[j]
			z = z⃗[j]
			r = radius(x,y,z)
			#ψ² = exp(-2α*r)
			# proposal step
			x′ = sigma * randn() +  x
			y′ = sigma * randn() +  y
			z′ = sigma * randn() +  z
			r′ = radius(x′,y′,z′)
			#ϕ² = exp(-2α*r′)
			#b = rand() < ϕ²/ψ² 
			b = rand() < exp(-2α * r′ + 2α * r) 
			x⃗[j] = ifelse(b, x′, x)
			y⃗[j] = ifelse(b, y′, y)
			z⃗[j] = ifelse(b, z′, z)
			r⃗[j] = ifelse(b, r′, r)
		end
		if i ≥ 4000
			for j in eachindex(x⃗,y⃗,z⃗,r⃗)
				x = x⃗[j]
				y = y⃗[j]
				z = z⃗[j]
				r = r⃗[j]
				r⁻¹ = inv(r)
				E_loc = -r⁻¹ -0.5α * (α - 2 * r⁻¹)
				∂logψ_∂α = -r
				E_loc_times_∂logψ_∂α = E_loc * ∂logψ_∂α
				ΣE_loc[j] += E_loc
				Σ∂logψ_∂α[j] += ∂logψ_∂α
				ΣE_loc_times_∂logψ_∂α[j] += E_loc_times_∂logψ_∂α
			end
		end
	end
	# 各 j に対しての平均量を計算する. メモリを使い回すために in-place 計算をしている．
	ΣE_loc ./= (nsamples - 3999)
	Σ∂logψ_∂α ./= (nsamples - 3999)
	ΣE_loc_times_∂logψ_∂α ./= (nsamples - 3999)
	# j の軸に対して平均値を計算する
	E_loc = mean(ΣE_loc)
	∂logψ_∂α = mean(Σ∂logψ_∂α)
	E_loc_times_∂logψ_∂α = mean(ΣE_loc_times_∂logψ_∂α)

	dE = 2(E_loc_times_∂logψ_∂α - E_loc * ∂logψ_∂α)
	return dE, E_loc
end

# ╔═╡ a58af689-5263-4d52-aeac-96dfc1869386
function main()
    nwalkers = 400
    sample = 30000

    α_init = 0.8
    x = Vector{Float64}(undef, nwalkers)
    y = Vector{Float64}(undef, nwalkers)
    z = Vector{Float64}(undef, nwalkers)
	r = Vector{Float64}(undef, nwalkers)
	ΣE_loc = zeros(nwalkers)
	Σ∂logψ_∂α = zeros(nwalkers)
	ΣE_loc_times_∂logψ_∂α = zeros(nwalkers)
    h = 1e-3

	α = α_init
	while true
		initcfg!(x,y,z)
		set2zero!(ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α)
		dE, _ = metropolis_test!(
			α,
			ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α,
			x,y,z,r
		)

		α₊ = α + h
		initcfg!(x,y,z)
		set2zero!(ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α)
		dE₊, _ = metropolis_test!(
			α₊,
			ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α,
			x,y,z,r
		)

		α₋ = α - h
		initcfg!(x,y,z)
		set2zero!(ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α)
		dE₋, _ = metropolis_test!(
			α₋,
			ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α,
			x,y,z,r
		)

        ddE = (dE₊ - dE₋) / (2h)
		# newton 法で α を更新する
        α_next = α - dE / ddE
        @info "α" α_next, α
        if abs(α_next - α) < 1e-6
			α = α_next
            break
        end
		α = α_next
    end

    alpha_va = α
	# 理想は 1.0
    @printf("エネルギーが最小になる変分パラメータは%.10f\n", alpha_va) 
	initcfg!(x,y,z)
	set2zero!(ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α)
	_, E = metropolis_test!(
		alpha_va,
		ΣE_loc,Σ∂logψ_∂α,ΣE_loc_times_∂logψ_∂α,
		x,y,z,r
	)
	# 理想は -0.5
	@printf("基底状態のエネルギーは%.10f\n", E)
end

# ╔═╡ 0c7a0175-8ebd-4e89-9ba0-9797aa8e4556
@time main()

# ╔═╡ ddbbeed8-23ec-4282-b5d1-c9a6fe8d8a8b
@time main()

# ╔═╡ f933e1db-b631-493e-9474-e0a46df30e8a
@time main()

# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
[deps]
Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
"""

# ╔═╡ 00000000-0000-0000-0000-000000000002
PLUTO_MANIFEST_TOML_CONTENTS = """
# This file is machine-generated - editing it directly is not advised

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[[deps.CompilerSupportLibraries_jll]]
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[[deps.Logging]]
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[[deps.Markdown]]
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[[deps.Serialization]]
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uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
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[[deps.Statistics]]
deps = ["LinearAlgebra", "SparseArrays"]
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[[deps.SuiteSparse_jll]]
deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
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deps = ["Artifacts", "Libdl"]
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"""

# ╔═╡ Cell order:
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# ╠═47a034fa-a95e-11ee-21e6-b100f58dff52
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# ╠═f933e1db-b631-493e-9474-e0a46df30e8a
# ╟─00000000-0000-0000-0000-000000000001
# ╟─00000000-0000-0000-0000-000000000002
";
window.pluto_disable_ui = true;
window.pluto_slider_server_url = undefined;
window.pluto_binder_url = "https://mybinder.org/v2/gh/fonsp/pluto-on-binder/v0.19.36";
window.pluto_statefile = 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## vmc.f90
! gfortran -O3 -Wall -std=f2008 vmc.f90 && time ./a.out

subroutine metropolis_test(alpha, dE_E)
  use, intrinsic :: iso_fortran_env, only: dp=>real64
  implicit none
  real(dp), intent(in) :: alpha
  real(dp), intent(out) :: dE_E(2)
  ! variable declaration
  integer :: i,j ! loop variable
  integer :: nwalkers = 400
  integer :: nsamples = 30000
  real(dp) :: sigma = 0.4

  real(dp), parameter :: pi = 3.14159265358979323846
  real(dp) :: u1, u2, u3, u4, u5, v1, v2, v3
  logical :: b

  real(dp), allocatable :: xx(:), yy(:), zz(:), rr(:)
  real(dp), allocatable :: xx_next(:), yy_next(:), zz_next(:), rr_next(:)
  real(dp) :: dE, Eloc, dlnpsi, Elocdlnpsi
  real(dp), allocatable :: SumEloc(:), Sumdlnpsi(:), SumElocdlnpsi(:)

  ! set all elements to zero
  allocate(Sumdlnpsi(nwalkers))
  allocate(SumEloc(nwalkers))
  allocate(SumElocdlnpsi(nwalkers))

  do j = 1, nwalkers
    SumEloc(j) = 0.0
    Sumdlnpsi(j) = 0.0
    SumElocdlnpsi(j) = 0.0
  end do

  allocate(xx(nwalkers))
  allocate(yy(nwalkers))
  allocate(zz(nwalkers))
  allocate(rr(nwalkers))

  do j=1,nwalkers
    call random_number(u1)
    call random_number(u2)
    call random_number(u3)
    xx(j) = 4.0_dp * (u1 - 0.5_dp)
    yy(j) = 4.0_dp * (u2 - 0.5_dp)
    zz(j) = 4.0_dp * (u3 - 0.5_dp)
    rr(j) = sqrt(xx(j) ** 2 + yy(j) ** 2 + zz(j) ** 2)
  end do

  allocate(xx_next(nwalkers))
  allocate(yy_next(nwalkers))
  allocate(zz_next(nwalkers))
  allocate(rr_next(nwalkers))

  do i = 1, nsamples
    do j = 1, nwalkers
      call random_number(u1)
      call random_number(u2)
      v1 = sqrt(-2.0_dp * log(u1)) * cos(2.0_dp * pi * u2)
      v2 = sqrt(-2.0_dp * log(u1)) * sin(2.0_dp * pi * u2)

      call random_number(u3)
      call random_number(u4)
      v3 = sqrt(-2.0_dp * log(u3)) * cos(2.0_dp * pi * u4)

      xx_next(j) = xx(j) + sigma * v1
      yy_next(j) = yy(j) + sigma * v2
      zz_next(j) = zz(j) + sigma * v3
      rr_next(j) = sqrt(xx_next(j) ** 2 + yy_next(j) ** 2 + zz_next(j) ** 2)

      call random_number(u5)
      b = u5 < exp(-2.0 * alpha * rr_next(j) + 2.0 * alpha * rr(j))
      if (b) then
        xx(j) = xx_next(j)
        yy(j) = yy_next(j)
        zz(j) = zz_next(j)
        rr(j) = rr_next(j)
      end if
    end do

    if (i >= 4000) then
      do j = 1, nwalkers
        Eloc = -1.0_dp / rr(j) - 0.5_dp * alpha * (alpha - 2.0_dp / rr(j))
        dlnpsi = - rr(j)
        Elocdlnpsi = Eloc * dlnpsi
        SumEloc(j) = SumEloc(j) + Eloc
        Sumdlnpsi(j) = Sumdlnpsi(j) + dlnpsi
        SumElocdlnpsi(j) = SumElocdlnpsi(j) + Elocdlnpsi
      end do
    end if
  end do

  do j = 1, nwalkers
    SumEloc(j) = SumEloc(j) / real(nsamples - 3999)
    Sumdlnpsi(j) = Sumdlnpsi(j) / real(nsamples - 3999)
    SumElocdlnpsi(j) = SumElocdlnpsi(j) / real(nsamples - 3999)
  end do

  Eloc = 0.0
  dlnpsi = 0.0
  Elocdlnpsi = 0.0

  do j = 1, nwalkers
    Eloc = Eloc + SumEloc(j)
    dlnpsi = dlnpsi + Sumdlnpsi(j)
    Elocdlnpsi = Elocdlnpsi + SumElocdlnpsi(j)
  end do

  Eloc = Eloc / nwalkers
  dlnpsi = dlnpsi / nwalkers
  Elocdlnpsi = Elocdlnpsi / nwalkers

  dE = 2.0 * (Elocdlnpsi - Eloc * dlnpsi)

  dE_E(1) = dE
  dE_E(2) = Eloc
end subroutine metropolis_test

program  main
  use, intrinsic :: iso_fortran_env, only: dp=>real64
  implicit none
  real(dp) :: alpha_ini, alpha, alpha_next, alpha_plus, alpha_minus
  real(dp) :: E, dE, ddE, dE_plus, dE_minus
  real(dp) :: dE_E(2), dE_E_plus(2), dE_E_minus(2)
  real(dp), parameter :: h = 1e-3
  integer :: i
  alpha_ini = 0.8
  alpha = alpha_ini

  do i = 1, 10
    call metropolis_test(alpha, dE_E)
    dE = dE_E(1)

    alpha_plus = alpha + h
    call metropolis_test(alpha_plus, dE_E_plus)
    dE_plus = dE_E_plus(1)

    alpha_minus = alpha - h
    call metropolis_test(alpha_minus, dE_E_minus)
    dE_minus = dE_E_minus(1)

    ddE = (dE_plus - dE_minus) / (2.0_dp * h)
    alpha_next = alpha - dE / ddE
    print *, alpha_next, alpha
    if (abs(alpha_next - alpha) < 1e-6) then
      alpha = alpha_next
      exit
    end if
    alpha = alpha_next
  end do

  print *, alpha, "1.0 になってたらOK"
  call metropolis_test(alpha, dE_E)
  E = dE_E(2)
  print *, E, "-0.5 になってたらOK"

end program  main

## vmc.ipynb

      
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## vmc_mt19937.cpp
// 元のコード→ https://miyantarumi.hatenablog.com/entry/2022/04/08/080000
// 元のコードの C++ 移植のコード→ https://gist.githubusercontent.com/dc1394/ca02234a06fceffddc4a45bfa757f468/raw/d570c11c972d4f87dd12b5d5c6499eef10d8ec85/vmc_mt19937.cpp
// g++ -mtune=native -march=native -O3 -std=c++20 vmc_mt19937.cpp && time ./a.out
/*
g++ -mtune=native -march=native -O3 -std=c++20 vmc_mt19937.cpp && time ./a.out
alpha_fin = 0.9514661517, alpha_ini = 0.8000000000
alpha_fin = 1.0054630881, alpha_ini = 0.9514661517
alpha_fin = 1.0000277394, alpha_ini = 1.0054630881
alpha_fin = 0.9999999944, alpha_ini = 1.0000277394
alpha_fin = 1.0000000000, alpha_ini = 0.9999999944
エネルギーが最小になる変分パラメータはα = 1.0000000000
基底状態のエネルギーは-0.5000000000 (Hartree)
./a.out  20.69s user 0.03s system 99% cpu 20.814 total
*/
#include <algorithm> // for std::fill
#include <cmath> // for std::asin, std::cos, std::exp, std::fabs, std::hypot, std::log, std::sqrt
#include <iomanip> // for std::setprecision
#include <ios> // for std::ios::fixed, std::ios::floatfield
#include <iostream> // for std::cout, std::endl
#include <random>   // for std::mt19937, std::uniform_real_distribution
#include <utility>  // for std::make_pair, std::pair
#include <vector>   // for std::vector

namespace {
static auto constexpr ALPHA_0 = 0.8; // 変分を始める初期値
static auto constexpr H = 1.0E-3; // 数値微分の幅
static auto constexpr NSAMPLES = 30000;
static auto constexpr NSKIP = 4000;
static auto constexpr NWALKERS = 400;
static auto constexpr SEED = 20240102;
static auto constexpr SIGMA = 0.4; // metropoliswalkでの正規乱数の分散
static auto constexpr THRESHOLD = 1.0E-6;

struct Walker_pos {
    Walker_pos()
        : x_(NWALKERS, 0.0)
        , y_(NWALKERS, 0.0)
        , z_(NWALKERS, 0.0)
        , r_(NWALKERS, 0.0)
    {
    }
    std::vector<double> x_;
    std::vector<double> y_;
    std::vector<double> z_;
    std::vector<double> r_;
};

void initial_position(std::mt19937& engine, Walker_pos& wa_pos);
void metropolis_walk(std::mt19937& engine, std::normal_distribution<>& normal_dist, Walker_pos& wa_pos, Walker_pos& wa_pos_backup);
std::pair<double, double> metropolis_test(double alpha);
void run_vmc();
}

int main()
{
    run_vmc();

    return 0;
}

namespace {
void initial_position(std::mt19937& engine, Walker_pos& wa_pos)
{
    std::uniform_real_distribution<> dist(-2.0, 2.0);
    for (auto i = 0; i < NWALKERS; i++) {
        wa_pos.x_[i] = dist(engine);
        wa_pos.y_[i] = dist(engine);
        wa_pos.z_[i] = dist(engine);
    }
}

std::pair<double, double> metropolis_test(double alpha)
{
    std::vector<double> dlnpsi_w(NWALKERS, 0.0);
    std::vector<double> Edlnpsi_w(NWALKERS, 0.0);
    std::vector<double> E_w(NWALKERS, 0.0);

    Walker_pos wa_pos;

    std::mt19937 engine(SEED);
    initial_position(engine, wa_pos);

    std::normal_distribution<> normal_dist(0.0, SIGMA);
    std::uniform_real_distribution<> dist(0.0, 1.0);
    for (auto i = 0; i < NSAMPLES; i++) {
        // Metropolis Testを行う

        for (auto j = 0; j < NWALKERS; j++) {
            auto const x = wa_pos.x_[j];
            auto const y = wa_pos.y_[j];
            auto const z = wa_pos.z_[j];
            auto const r = std::hypot(x,y,z);

            auto const x_next = x + normal_dist(engine);
            auto const y_next = y + normal_dist(engine);
            auto const z_next = z + normal_dist(engine);
            auto const r_next = std::hypot(x_next,y_next,z_next);

            auto const tmp = std::exp(-2.0 * alpha * r_next + 2.0 * alpha * r);

            if (dist(engine) < tmp) {
                // accept
                wa_pos.x_[j] = x_next;
                wa_pos.y_[j] = y_next;
                wa_pos.z_[j] = z_next;
                wa_pos.r_[j] = r_next;
            } else {
                // reject
                wa_pos.x_[j] = x;
                wa_pos.y_[j] = y;
                wa_pos.z_[j] = z;
                wa_pos.r_[j] = r;
            }

            // Metropolis Testの終了
            // 変数を更新し終えた

            // walkerについて<E>や<Edlnpsi>,<dlnpsi>を計算する.
            if (i >= NSKIP) {
                // auto const r = std::hypot(wa_pos.x_[j], wa_pos.y_[j], wa_pos.z_[j]);
                auto const r = wa_pos.r_[j];
                auto const r_inv = 1/r;
                auto const E_loc = - 1.0 * r_inv - 0.5 * alpha * (alpha - 2.0 * r_inv);
                E_w[j] += E_loc ;
                Edlnpsi_w[j] += -r * E_loc;
                dlnpsi_w[j] += -r;
            }
        }
    }

    auto E = 0.0; // 変数の初期化
    auto Edlnpsi = 0.0;
    auto dlnpsi = 0.0;

    for (auto i = 0; i < NWALKERS; i++) {
        E_w[i] /= static_cast<double>(NSAMPLES - NSKIP);
        Edlnpsi_w[i] /= static_cast<double>(NSAMPLES - NSKIP);
        dlnpsi_w[i] /= static_cast<double>(NSAMPLES - NSKIP);
    }

    // walker全ての平均を取ることにする
    for (auto j = 0; j < NWALKERS; j++) {
        E += E_w[j];
        Edlnpsi += Edlnpsi_w[j];
        dlnpsi += dlnpsi_w[j];
    }

    E /= NWALKERS;
    Edlnpsi /= NWALKERS;
    dlnpsi /= NWALKERS; // dE/dalphaの計算をするための部品を計算した.

    auto const dE = 2.0 * (Edlnpsi - E * dlnpsi); // dE/dalphaの計算ができた.

    return std::make_pair(E, dE);
}

void run_vmc()
{
    std::cout.setf(std::ios::fixed, std::ios::floatfield);

    double alpha_ini; // Newton法の始まり値

    auto alpha_fin = ALPHA_0; // Newton法の更新値

    do {
        alpha_ini = alpha_fin; // 前のループの結果を始まりの値に代入

        // **********************************************
        // alpha_iniでのエネルギーの微分dE/dalphaを計算する.
        // **********************************************

        auto const dE = metropolis_test(alpha_ini).second;

        // ***************************
        // ddE/ddalphaの数値微分を行う.
        // **************************

        auto const alpha_plus = alpha_ini + H; // 微分のためにalphaを変化させる
        auto const alpha_minus = alpha_ini - H;

        // *********************************
        // *********************************
        // alpha_plusでのdE/dalphaを計算する.
        // *********************************
        // *********************************

        auto const dE_plus = metropolis_test(alpha_plus).second;

        // *********************************
        // *********************************
        // alpha_minusでのdE/dalphaを計算する.
        // *********************************
        // *********************************

        auto const dE_minus = metropolis_test(alpha_minus).second; // dE/dalpha_minusの計算ができた.

        // *************************************************
        // *************************************************
        // alphaをNewton法で求めるための部品をすべて計算し終えた
        // *************************************************
        // *************************************************

        // alphaの更新を行う

        auto const ddE = (dE_plus - dE_minus) / (2.0 * H); // dE/dalphaの数値微分ddEが計算できた.

        alpha_fin = alpha_ini - dE / ddE; // alphaを更新する.

        std::cout << std::setprecision(10)
                  << "alpha_fin = "
                  << alpha_fin
                  << ", alpha_ini = "
                  << alpha_ini
                  << '\n';

    } while (std::fabs(alpha_fin - alpha_ini) > THRESHOLD);

    auto const alpha_va = alpha_fin; // 変分で最適化した変分パラメータ

    std::cout << "エネルギーが最小になる変分パラメータはα = " << alpha_va << '\n';

    // ****************************************************
    // alpha_vaでの変分で求めた基底状態のエネルギーを計算しよう
    // ****************************************************

    std::cout << "基底状態のエネルギーは"
              << metropolis_test(alpha_va).first
              << " (Hartree)"
              << std::endl;
}
}
	! gfortran -O3 -Wall -std=f2008 vmc.f90 && time ./a.out

	subroutine metropolis_test(alpha, dE_E)
	use, intrinsic :: iso_fortran_env, only: dp=>real64
	implicit none
	real(dp), intent(in) :: alpha
	real(dp), intent(out) :: dE_E(2)
	! variable declaration
	integer :: i,j ! loop variable
	integer :: nwalkers = 400
	integer :: nsamples = 30000
	real(dp) :: sigma = 0.4

	real(dp), parameter :: pi = 3.14159265358979323846
	real(dp) :: u1, u2, u3, u4, u5, v1, v2, v3
	logical :: b

	real(dp), allocatable :: xx(:), yy(:), zz(:), rr(:)
	real(dp), allocatable :: xx_next(:), yy_next(:), zz_next(:), rr_next(:)
	real(dp) :: dE, Eloc, dlnpsi, Elocdlnpsi
	real(dp), allocatable :: SumEloc(:), Sumdlnpsi(:), SumElocdlnpsi(:)

	! set all elements to zero
	allocate(Sumdlnpsi(nwalkers))
	allocate(SumEloc(nwalkers))
	allocate(SumElocdlnpsi(nwalkers))

	do j = 1, nwalkers
	SumEloc(j) = 0.0
	Sumdlnpsi(j) = 0.0
	SumElocdlnpsi(j) = 0.0
	end do

	allocate(xx(nwalkers))
	allocate(yy(nwalkers))
	allocate(zz(nwalkers))
	allocate(rr(nwalkers))

	do j=1,nwalkers
	call random_number(u1)
	call random_number(u2)
	call random_number(u3)
	xx(j) = 4.0_dp * (u1 - 0.5_dp)
	yy(j) = 4.0_dp * (u2 - 0.5_dp)
	zz(j) = 4.0_dp * (u3 - 0.5_dp)
	rr(j) = sqrt(xx(j) 2 + yy(j) 2 + zz(j) ** 2)
	end do

	allocate(xx_next(nwalkers))
	allocate(yy_next(nwalkers))
	allocate(zz_next(nwalkers))
	allocate(rr_next(nwalkers))

	do i = 1, nsamples
	do j = 1, nwalkers
	call random_number(u1)
	call random_number(u2)
	v1 = sqrt(-2.0_dp * log(u1)) * cos(2.0_dp * pi * u2)
	v2 = sqrt(-2.0_dp * log(u1)) * sin(2.0_dp * pi * u2)

	call random_number(u3)
	call random_number(u4)
	v3 = sqrt(-2.0_dp * log(u3)) * cos(2.0_dp * pi * u4)

	xx_next(j) = xx(j) + sigma * v1
	yy_next(j) = yy(j) + sigma * v2
	zz_next(j) = zz(j) + sigma * v3
	rr_next(j) = sqrt(xx_next(j) 2 + yy_next(j) 2 + zz_next(j) ** 2)

	call random_number(u5)
	b = u5 < exp(-2.0 * alpha * rr_next(j) + 2.0 * alpha * rr(j))
	if (b) then
	xx(j) = xx_next(j)
	yy(j) = yy_next(j)
	zz(j) = zz_next(j)
	rr(j) = rr_next(j)
	end if
	end do

	if (i >= 4000) then
	do j = 1, nwalkers
	Eloc = -1.0_dp / rr(j) - 0.5_dp * alpha * (alpha - 2.0_dp / rr(j))
	dlnpsi = - rr(j)
	Elocdlnpsi = Eloc * dlnpsi
	SumEloc(j) = SumEloc(j) + Eloc
	Sumdlnpsi(j) = Sumdlnpsi(j) + dlnpsi
	SumElocdlnpsi(j) = SumElocdlnpsi(j) + Elocdlnpsi
	end do
	end if
	end do

	do j = 1, nwalkers
	SumEloc(j) = SumEloc(j) / real(nsamples - 3999)
	Sumdlnpsi(j) = Sumdlnpsi(j) / real(nsamples - 3999)
	SumElocdlnpsi(j) = SumElocdlnpsi(j) / real(nsamples - 3999)
	end do

	Eloc = 0.0
	dlnpsi = 0.0
	Elocdlnpsi = 0.0

	do j = 1, nwalkers
	Eloc = Eloc + SumEloc(j)
	dlnpsi = dlnpsi + Sumdlnpsi(j)
	Elocdlnpsi = Elocdlnpsi + SumElocdlnpsi(j)
	end do

	Eloc = Eloc / nwalkers
	dlnpsi = dlnpsi / nwalkers
	Elocdlnpsi = Elocdlnpsi / nwalkers

	dE = 2.0 * (Elocdlnpsi - Eloc * dlnpsi)

	dE_E(1) = dE
	dE_E(2) = Eloc
	end subroutine metropolis_test

	program main
	use, intrinsic :: iso_fortran_env, only: dp=>real64
	implicit none
	real(dp) :: alpha_ini, alpha, alpha_next, alpha_plus, alpha_minus
	real(dp) :: E, dE, ddE, dE_plus, dE_minus
	real(dp) :: dE_E(2), dE_E_plus(2), dE_E_minus(2)
	real(dp), parameter :: h = 1e-3
	integer :: i
	alpha_ini = 0.8
	alpha = alpha_ini

	do i = 1, 10
	call metropolis_test(alpha, dE_E)
	dE = dE_E(1)

	alpha_plus = alpha + h
	call metropolis_test(alpha_plus, dE_E_plus)
	dE_plus = dE_E_plus(1)

	alpha_minus = alpha - h
	call metropolis_test(alpha_minus, dE_E_minus)
	dE_minus = dE_E_minus(1)

	ddE = (dE_plus - dE_minus) / (2.0_dp * h)
	alpha_next = alpha - dE / ddE
	print *, alpha_next, alpha
	if (abs(alpha_next - alpha) < 1e-6) then
	alpha = alpha_next
	exit
	end if
	alpha = alpha_next
	end do

	print *, alpha, "1.0 になってたらOK"
	call metropolis_test(alpha, dE_E)
	E = dE_E(2)
	print *, E, "-0.5 になってたらOK"

	end program main
	// 元のコード→ https://miyantarumi.hatenablog.com/entry/2022/04/08/080000
	// 元のコードの C++ 移植のコード→ https://gist.githubusercontent.com/dc1394/ca02234a06fceffddc4a45bfa757f468/raw/d570c11c972d4f87dd12b5d5c6499eef10d8ec85/vmc_mt19937.cpp
	// g++ -mtune=native -march=native -O3 -std=c++20 vmc_mt19937.cpp && time ./a.out
	/*
	g++ -mtune=native -march=native -O3 -std=c++20 vmc_mt19937.cpp && time ./a.out
	alpha_fin = 0.9514661517, alpha_ini = 0.8000000000
	alpha_fin = 1.0054630881, alpha_ini = 0.9514661517
	alpha_fin = 1.0000277394, alpha_ini = 1.0054630881
	alpha_fin = 0.9999999944, alpha_ini = 1.0000277394
	alpha_fin = 1.0000000000, alpha_ini = 0.9999999944
	エネルギーが最小になる変分パラメータはα = 1.0000000000
	基底状態のエネルギーは-0.5000000000 (Hartree)
	./a.out 20.69s user 0.03s system 99% cpu 20.814 total
	*/
	#include <algorithm> // for std::fill
	#include <cmath> // for std::asin, std::cos, std::exp, std::fabs, std::hypot, std::log, std::sqrt
	#include <iomanip> // for std::setprecision
	#include <ios> // for std::ios::fixed, std::ios::floatfield
	#include <iostream> // for std::cout, std::endl
	#include <random> // for std::mt19937, std::uniform_real_distribution
	#include <utility> // for std::make_pair, std::pair
	#include <vector> // for std::vector

	namespace {
	static auto constexpr ALPHA_0 = 0.8; // 変分を始める初期値
	static auto constexpr H = 1.0E-3; // 数値微分の幅
	static auto constexpr NSAMPLES = 30000;
	static auto constexpr NSKIP = 4000;
	static auto constexpr NWALKERS = 400;
	static auto constexpr SEED = 20240102;
	static auto constexpr SIGMA = 0.4; // metropoliswalkでの正規乱数の分散
	static auto constexpr THRESHOLD = 1.0E-6;

	struct Walker_pos {
	Walker_pos()
	: x_(NWALKERS, 0.0)
	, y_(NWALKERS, 0.0)
	, z_(NWALKERS, 0.0)
	, r_(NWALKERS, 0.0)
	{
	}
	std::vector<double> x_;
	std::vector<double> y_;
	std::vector<double> z_;
	std::vector<double> r_;
	};

	void initial_position(std::mt19937& engine, Walker_pos& wa_pos);
	void metropolis_walk(std::mt19937& engine, std::normal_distribution<>& normal_dist, Walker_pos& wa_pos, Walker_pos& wa_pos_backup);
	std::pair<double, double> metropolis_test(double alpha);
	void run_vmc();
	}

	int main()
	{
	run_vmc();

	return 0;
	}

	namespace {
	void initial_position(std::mt19937& engine, Walker_pos& wa_pos)
	{
	std::uniform_real_distribution<> dist(-2.0, 2.0);
	for (auto i = 0; i < NWALKERS; i++) {
	wa_pos.x_[i] = dist(engine);
	wa_pos.y_[i] = dist(engine);
	wa_pos.z_[i] = dist(engine);
	}
	}

	std::pair<double, double> metropolis_test(double alpha)
	{
	std::vector<double> dlnpsi_w(NWALKERS, 0.0);
	std::vector<double> Edlnpsi_w(NWALKERS, 0.0);
	std::vector<double> E_w(NWALKERS, 0.0);

	Walker_pos wa_pos;

	std::mt19937 engine(SEED);
	initial_position(engine, wa_pos);

	std::normal_distribution<> normal_dist(0.0, SIGMA);
	std::uniform_real_distribution<> dist(0.0, 1.0);
	for (auto i = 0; i < NSAMPLES; i++) {
	// Metropolis Testを行う

	for (auto j = 0; j < NWALKERS; j++) {
	auto const x = wa_pos.x_[j];
	auto const y = wa_pos.y_[j];
	auto const z = wa_pos.z_[j];
	auto const r = std::hypot(x,y,z);

	auto const x_next = x + normal_dist(engine);
	auto const y_next = y + normal_dist(engine);
	auto const z_next = z + normal_dist(engine);
	auto const r_next = std::hypot(x_next,y_next,z_next);

	auto const tmp = std::exp(-2.0 * alpha * r_next + 2.0 * alpha * r);

	if (dist(engine) < tmp) {
	// accept
	wa_pos.x_[j] = x_next;
	wa_pos.y_[j] = y_next;
	wa_pos.z_[j] = z_next;
	wa_pos.r_[j] = r_next;
	} else {
	// reject
	wa_pos.x_[j] = x;
	wa_pos.y_[j] = y;
	wa_pos.z_[j] = z;
	wa_pos.r_[j] = r;
	}

	// Metropolis Testの終了
	// 変数を更新し終えた

	// walkerについて<E>や<Edlnpsi>,<dlnpsi>を計算する.
	if (i >= NSKIP) {
	// auto const r = std::hypot(wa_pos.x_[j], wa_pos.y_[j], wa_pos.z_[j]);
	auto const r = wa_pos.r_[j];
	auto const r_inv = 1/r;
	auto const E_loc = - 1.0 * r_inv - 0.5 * alpha * (alpha - 2.0 * r_inv);
	E_w[j] += E_loc ;
	Edlnpsi_w[j] += -r * E_loc;
	dlnpsi_w[j] += -r;
	}
	}
	}

	auto E = 0.0; // 変数の初期化
	auto Edlnpsi = 0.0;
	auto dlnpsi = 0.0;

	for (auto i = 0; i < NWALKERS; i++) {
	E_w[i] /= static_cast<double>(NSAMPLES - NSKIP);
	Edlnpsi_w[i] /= static_cast<double>(NSAMPLES - NSKIP);
	dlnpsi_w[i] /= static_cast<double>(NSAMPLES - NSKIP);
	}

	// walker全ての平均を取ることにする
	for (auto j = 0; j < NWALKERS; j++) {
	E += E_w[j];
	Edlnpsi += Edlnpsi_w[j];
	dlnpsi += dlnpsi_w[j];
	}

	E /= NWALKERS;
	Edlnpsi /= NWALKERS;
	dlnpsi /= NWALKERS; // dE/dalphaの計算をするための部品を計算した.

	auto const dE = 2.0 * (Edlnpsi - E * dlnpsi); // dE/dalphaの計算ができた.

	return std::make_pair(E, dE);
	}

	void run_vmc()
	{
	std::cout.setf(std::ios::fixed, std::ios::floatfield);

	double alpha_ini; // Newton法の始まり値

	auto alpha_fin = ALPHA_0; // Newton法の更新値

	do {
	alpha_ini = alpha_fin; // 前のループの結果を始まりの値に代入

	// **********************************************
	// alpha_iniでのエネルギーの微分dE/dalphaを計算する.
	// **********************************************

	auto const dE = metropolis_test(alpha_ini).second;

	// ***************************
	// ddE/ddalphaの数値微分を行う.
	// **************************

	auto const alpha_plus = alpha_ini + H; // 微分のためにalphaを変化させる
	auto const alpha_minus = alpha_ini - H;

	// *********************************
	// *********************************
	// alpha_plusでのdE/dalphaを計算する.
	// *********************************
	// *********************************

	auto const dE_plus = metropolis_test(alpha_plus).second;

	// *********************************
	// *********************************
	// alpha_minusでのdE/dalphaを計算する.
	// *********************************
	// *********************************

	auto const dE_minus = metropolis_test(alpha_minus).second; // dE/dalpha_minusの計算ができた.

	// *************************************************
	// *************************************************
	// alphaをNewton法で求めるための部品をすべて計算し終えた
	// *************************************************
	// *************************************************

	// alphaの更新を行う

	auto const ddE = (dE_plus - dE_minus) / (2.0 * H); // dE/dalphaの数値微分ddEが計算できた.

	alpha_fin = alpha_ini - dE / ddE; // alphaを更新する.

	std::cout << std::setprecision(10)
	<< "alpha_fin = "
	<< alpha_fin
	<< ", alpha_ini = "
	<< alpha_ini
	<< '\n';

	} while (std::fabs(alpha_fin - alpha_ini) > THRESHOLD);

	auto const alpha_va = alpha_fin; // 変分で最適化した変分パラメータ

	std::cout << "エネルギーが最小になる変分パラメータはα = " << alpha_va << '\n';

	// ****************************************************
	// alpha_vaでの変分で求めた基底状態のエネルギーを計算しよう
	// ****************************************************

	std::cout << "基底状態のエネルギーは"
	<< metropolis_test(alpha_va).first
	<< " (Hartree)"
	<< std::endl;
	}
	}