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name = "QuantumSavory" | ||
uuid = "2de2e421-972c-4cb5-a0c3-999c85908079" | ||
authors = ["Stefan Krastanov <[email protected]>"] | ||
version = "0.2.0" | ||
version = "0.2.1" | ||
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[deps] | ||
ConcurrentSim = "6ed1e86c-fcaf-46a9-97e0-2b26a2cdb499" | ||
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include("setup.jl") | ||
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using GLMakie # For plotting | ||
GLMakie.activate!(inline=false) | ||
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## | ||
# Demo visualizations of the performance of the network | ||
## | ||
len = 5 # Number of registers in the chain | ||
regsize = 2 # Number of qubits in each register | ||
T2 = 100.0 # T2 dephasing time of all qubits | ||
F = 0.97 # Fidelity of the raw Bell pairs | ||
entangler_wait_time = 0.1 # How long to wait if all qubits are busy before retring entangling | ||
entangler_busy_λinv = 0.5 # How long it takes to establish a newly entangled pair (Exponential distribution parameter) | ||
swapper_wait_time = 0.1 # How long to wait if all qubits are unavailable for swapping | ||
swapper_busy_time = 0.55 # How long it takes to swap two qubits | ||
consume_wait_time = 0.1 # How long to wait if there are no qubits ready for consumption | ||
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sim, network = simulation_setup(len, regsize, T2) | ||
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noisy_pair = noisy_pair_func(F) | ||
for (;src, dst) in edges(network) | ||
@process entangler(sim, network, src, dst, noisy_pair, entangler_wait_time, 1/entangler_busy_λinv) | ||
end | ||
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for node in vertices(network) | ||
@process swapper(sim, network, node, swapper_wait_time, swapper_busy_time) | ||
end | ||
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ts = Observable(Float64[]) | ||
fidXX = Observable(Float64[]) | ||
fidZZ = Observable(Float64[]) | ||
@process consumer(sim, network, 1, len, consume_wait_time,ts,fidXX,fidZZ) | ||
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fig = Figure(resolution=(800,400)) | ||
_,ax,_,obs = registernetplot_axis(fig[1,1],network) | ||
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ax_fidXX = Axis(fig[1,2][1,1], xlabel="", ylabel="XX Stabilizer\nExpectation") | ||
ax_fidZZ = Axis(fig[1,2][2,1], xlabel="time", ylabel="ZZ Stabilizer\nExpectation") | ||
c1 = Makie.wong_colors()[1] | ||
c2 = Makie.wong_colors()[2] | ||
scatter!(ax_fidXX,ts,fidXX,label="XX",color=(c1,0.1)) | ||
scatter!(ax_fidZZ,ts,fidZZ,label="ZZ",color=(c2,0.1)) | ||
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display(fig) | ||
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step_ts = range(0, 1000, step=0.1) | ||
for t in step_ts | ||
run(sim, t) | ||
ax.title = "t=$(t)" | ||
notify(obs) | ||
notify(ts) | ||
autolimits!(ax_fidXX) | ||
autolimits!(ax_fidZZ) | ||
end | ||
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## |
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using WGLMakie | ||
WGLMakie.activate!() | ||
using JSServe | ||
using Markdown | ||
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include("setup.jl") | ||
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const custom_css = JSServe.DOM.style("ul {list-style: circle !important;}") # TODO remove after fix of bug in JSServe https://github.com/SimonDanisch/JSServe.jl/issues/178 | ||
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## | ||
# Demo visualizations of the performance of the network | ||
## | ||
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function prepare_singlerun( | ||
fig; | ||
len = 5, # Number of registers in the chain | ||
regsize = 2, # Number of qubits in each register | ||
T2 = 100.0, # T2 dephasing time of all qubits | ||
F = 0.97, # Fidelity of the raw Bell pairs | ||
entangler_wait_time = 0.1, # How long to wait if all qubits are busy before retring entangling | ||
entangler_busy_λinv = 0.5, # How long it takes to establish a newly entangled pair (Exponential distribution parameter) | ||
swapper_wait_time = 0.1, # How long to wait if all qubits are unavailable for swapping | ||
swapper_busy_time = 0.55, # How long it takes to swap two qubits | ||
consume_wait_time = 0.1, # How long to wait if there are no qubits ready for consumption | ||
) | ||
sim, network = simulation_setup(len, regsize, T2) | ||
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noisy_pair = noisy_pair_func(F) | ||
for (;src, dst) in edges(network) | ||
@process entangler(sim, network, src, dst, noisy_pair, entangler_wait_time, 1/entangler_busy_λinv) | ||
end | ||
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for node in vertices(network) | ||
@process swapper(sim, network, node, swapper_wait_time, swapper_busy_time) | ||
end | ||
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ts = Observable(Float64[]) | ||
fidXX = Observable(Float64[]) | ||
fidZZ = Observable(Float64[]) | ||
@process consumer(sim, network, 1, len, consume_wait_time,ts,fidXX,fidZZ) | ||
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registercoords = [Point2{Float64}(2*cos(pi/(len+1)*i),sin(pi/(len+1)*i)).*(regsize+2) for i in 1:len] | ||
_,ax,_,obs = registernetplot_axis(fig[1,1],network; interactions=false, registercoords) | ||
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ax_fidXX = Axis(fig[1,2][1,1], xlabel="", ylabel="XX Stabilizer\nExpectation") | ||
ax_fidZZ = Axis(fig[1,2][2,1], xlabel="time", ylabel="ZZ Stabilizer\nExpectation") | ||
c1 = Makie.wong_colors()[1] | ||
c2 = Makie.wong_colors()[2] | ||
scatter!(ax_fidXX,ts,fidXX,label="XX",color=(c1,0.1)) | ||
scatter!(ax_fidZZ,ts,fidZZ,label="ZZ",color=(c2,0.1)) | ||
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sim, network, obs, ts, ax, ax_fidXX, ax_fidZZ | ||
end | ||
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function continue_singlerun!(sim, network, observables, axes, running) | ||
step_ts = range(0, 1000, step=0.1) | ||
for t in step_ts | ||
run(sim, t) | ||
# axes[1].title = "t=$(t)" # TODO does not update consistently | ||
notify.(observables) | ||
autolimits!.(axes) | ||
end | ||
running[] = nothing | ||
end | ||
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## | ||
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landing = App() do | ||
fig = Figure(resolution=(800,700)) | ||
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fig[1, 1] = buttongrid = GridLayout(tellwidth = false) | ||
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running = Observable{Any}(false) | ||
buttongrid[1,1] = b = Makie.Button(fig, label = @lift(isnothing($running) ? "Done" : $running ? "Running..." : "Run once")) | ||
conf_obs = add_conf_sliders(fig[1,2]) | ||
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on(b.clicks) do _ | ||
if !running[] | ||
running[] = true | ||
end | ||
end | ||
on(running) do r | ||
if r | ||
sim, network, obs, ts, ax, ax_fidXX, ax_fidZZ = prepare_singlerun(fig[2,1:2]; conf_obs[]...) | ||
Threads.@spawn continue_singlerun!(sim, network, (obs, ts), (ax, ax_fidXX, ax_fidZZ), running) | ||
end | ||
end | ||
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content = md""" | ||
Pick simulation settings and hit run (see below for technical details). | ||
$(fig.scene) | ||
# Simulations of a chain of repeaters | ||
Two processes occur in this system | ||
- nearest neighbors have entanglement being generated between them | ||
- each repeater performs an entanglement swap as soon as possible | ||
In this simulation you can manipulate: | ||
- number of repeaters | ||
- number of qubits available as memories at each repeater | ||
- the mean time to successful generation of a raw Bell pair (governed by an exponential distribution) | ||
- the time it takes to perform a swap at a reapeater | ||
- the fidelity of a raw Bell pair (assuming depolarization noise) | ||
- T₂ memory time (only dephasing is modeled) | ||
Local gates are assumed perfect. | ||
To avoid deadlocks, entangled pairs are being generated only on even/odd pair of registers: | ||
for a given pair of neighboring repeaters a raw entagled pair can be stored only in odd registers | ||
on the left repeater and in even registers on the right repeater. | ||
This staggering makes it impossible for the concurrent processes of entangling generation and swapping | ||
to deadlock each other. | ||
This simulation is a convenient tool for studying congestion on the repeater chain. | ||
[See and modify the code for this simulation on github.](https://github.com/QuantumSavory/QuantumSavory.jl/tree/master/examples/congestionchain) | ||
""" | ||
return DOM.div(JSServe.MarkdownCSS, JSServe.Styling, custom_css, content) | ||
end; | ||
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## | ||
# A helper to add parameter sliders to visualizations | ||
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function add_conf_sliders(fig) | ||
conf = Dict( | ||
:len => 5, | ||
:regsize => 2, | ||
:T2 => 100.0, | ||
:F => 0.97, | ||
:entangler_busy_λinv => 0.5, | ||
:swapper_busy_time => 0.5 | ||
) | ||
conf_obs = Observable(conf) | ||
sg = SliderGrid( | ||
fig, | ||
(label = "repeater chain length", | ||
range = 3:1:10, format = "{:d}", startvalue = conf[:len]), | ||
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(label = "repeater size (nb of qubits)", | ||
range = 2:1:5, format = "{:d}", startvalue = conf[:regsize]), | ||
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(label = "T₂ of memories", | ||
range = 1.0:10.:500.0, format = "{:.1f}", startvalue = conf[:T2]), | ||
(label = "fidelity of raw pairs", | ||
range = 0.6:0.01:1.0, format = "{:.2f}", startvalue = conf[:F]), | ||
(label = "avg. time of ent. generation", | ||
range = 0.05:0.05:1.0, format = "{:.2f}", startvalue = conf[:entangler_busy_λinv]), | ||
(label = "swap duration", | ||
range = 0.05:0.05:1.0, format = "{:.2f}", startvalue = conf[:swapper_busy_time]), | ||
width = 600, | ||
#tellheight = false | ||
) | ||
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# TODO there should be a nicer way to link sliders to the configuration | ||
names = [:len, :regsize, :T2, :F, :entangler_busy_λinv, :swapper_busy_time] | ||
for (name,slider) in zip(names,sg.sliders) | ||
on(slider.value) do val | ||
conf_obs[][name] = val | ||
end | ||
end | ||
conf_obs | ||
end | ||
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## | ||
# Serve the Makie app | ||
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isdefined(Main, :server) && close(server); | ||
port = parse(Int, get(ENV, "QS_CONGENSTIONCHAIN_PORT", "8888")) | ||
interface = get(ENV, "QS_CONGENSTIONCHAIN_IP", "127.0.0.1") | ||
proxy_url = get(ENV, "QS_CONGENSTIONCHAIN_PROXY", "") | ||
server = JSServe.Server(interface, port; proxy_url); | ||
JSServe.HTTPServer.start(server) | ||
JSServe.route!(server, "/" => landing); | ||
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## | ||
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wait(server) |
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[deps] | ||
ConcurrentSim = "6ed1e86c-fcaf-46a9-97e0-2b26a2cdb499" | ||
Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f" | ||
Graphs = "86223c79-3864-5bf0-83f7-82e725a168b6" | ||
JSServe = "824d6782-a2ef-11e9-3a09-e5662e0c26f9" | ||
Markdown = "d6f4376e-aef5-505a-96c1-9c027394607a" | ||
QuantumOptics = "6e0679c1-51ea-5a7c-ac74-d61b76210b0c" | ||
QuantumSavory = "2de2e421-972c-4cb5-a0c3-999c85908079" | ||
QuantumSymbolics = "efa7fd63-0460-4890-beb7-be1bbdfbaeae" | ||
ResumableFunctions = "c5292f4c-5179-55e1-98c5-05642aab7184" | ||
Revise = "295af30f-e4ad-537b-8983-00126c2a3abe" | ||
WGLMakie = "276b4fcb-3e11-5398-bf8b-a0c2d153d008" | ||
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[compat] | ||
JSServe = "2.2.7" |
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# A Simulation of Congestion on a Quantum Repeater Chain | ||
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For detailed description of the code consult the `QuantumSavory.jl` | ||
[example page in the documentation](https://quantumsavory.github.io/QuantumSavory.jl/dev/howto-congestionchain/) | ||
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A simple, more instructive, example is also | ||
[available in the documentation](https://quantumsavory.github.io/QuantumSavory.jl/dev/howto-firstgenrepeater/) | ||
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The `setup.jl` file implements all necessary base functionality. | ||
The other files run the simulation and generate visuals in a number of different circumstances: | ||
1. A single simulator script convenient for exploratory coding; | ||
2. A web-app version of the simulator; |
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