BraketSimulator
This package is a suite of Julia simulators of gate-based quantum circuits with (density matrix) and without (state vector) noise. It is designed to integrate with Amazon Braket, the quantum computing service from AWS. By default, it offers threaded CPU-based simulation of these circuits, and an optional package extension you can integrate with Python. To use the Python integration, you will need to install PythonCall.jl
.
See the Julia Pkg docs for more information about package extensions.
If you wish to use this package from Python, see amazon-braket-simulator-v2
, a Python package built on top of juliacall
which will automatically install Julia and all necessary Julia packages in a Python virtual environment, set appropriate environment variables, and allow you to use these simulators from Python packages such as the Amazon Braket SDK or PennyLane.
In order to achieve the best performance for your simulations, you should set -t auto
when you launch Julia or set the environment variable JULIA_NUM_THREADS
to auto
(the number of CPU threads).
Quick Start
You can install this package and its dependencies using the Julia package manager. Note that the minimum supported Julia version is 1.9. If you need to install Julia itself, follow the directions on the JuliaLang website.
# install the package
using Pkg
Pkg.add("BraketSimulator")
Then you can run a simulation of a simple GHZ state preparation circuit.
julia> using BraketSimulator
julia> using BraketSimulator: Circuit, H, CNot, Amplitude
julia> n_qubits = 10;
julia> c = Circuit();
julia> add_instruction!(c, Instruction(H(), 0));
julia> foreach(q->add_instruction!(c, Instruction(CNot(), [0, q])), 1:n_qubits-1);
julia> push!(c.result_types, Amplitude([repeat("0", n_qubits), repeat("1", n_qubits)]));
julia> sim = StateVectorSimulator(n_qubits, 0); # use the state vector simulator (without noise)
julia> res = simulate(sim, Program(c), 0);
julia> res.resultTypes[1].value
Dict{String, ComplexF64} with 2 entries:
"0000000000" => 0.707107+0.0im
"1111111111" => 0.707107+0.0im