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\title { The ARTIQ experiment control system}
\author [S] { { \bf S\' ebastien~Bourdeauducq} }
\institute [S] {
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M-Labs Ltd, Hong Kong -- \url { https://m-labs.hk}
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}
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\begin { document}
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\begin { frame} [plain]
\titlepage
\tikz [overlay,remember picture] \node [anchor=south,above=-.5cm] at (current page.south)
{ \includegraphics [width=\paperwidth] { hong_ kong} } ;
\tikz [overlay,remember picture] \node [anchor=south east, fill=white,
inner sep=.3mm] at (current page.south east) { %
\tiny David Iliff, CC-BY-SA} ;
\end { frame}
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\begin { frame}
\includegraphics [width=\columnwidth] { jost_ trap-3}
\end { frame}
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\begin { frame}
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\frametitle { Quantum gate sequences (NIST)}
\includegraphics [width=\columnwidth] { gate_ sequence}
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\end { frame}
\begin { frame}
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\begin { tikzpicture} [box/.style={ rectangle,fill=white} ]
\node [inner sep=0] { \includegraphics [width=\columnwidth] { lab} } ;\pause
%\draw[help lines,white] (-4, -3) grid (4, 3);
\node [box] at (-4, -2) { FPGA} ;
\node [box] at (3.5, 0) { ion trap} ;
\node [box] at (-3, 3) { $ \sim $ 10 attenuators} ;
\node [box] at (2, 2) { $ \sim $ 50 DAC} ;
\node [box] at (-4, 0) { $ \sim $ 20 DDS} ;
\node [box] at (-2, 1) { $ \sim $ 50 GPIO} ;
\node [box] at (.5, 0) { $ \sim $ 10 motors} ;
\node [box] at (2, -2) { $ \sim $ 10 power supplies} ;
\node [box] at (4, -3) { $ \sim $ 10 lasers} ;
\end { tikzpicture}
\end { frame}
\begin { frame}
\frametitle { Enter ARTIQ}
\alert { A} dvanced \alert { R} eal-\alert { T} ime \alert { I} nfrastructure for \alert { Q} uantum physics
\footnotesize
\begin { itemize}
\item High performance --- nanosecond resolution, hundreds of ns latency
\item Expressive --- describe algorithms with few lines of code
\item Portable --- treat hardware, especially FPGA boards, as commodity
\item Modular --- separate components as much as possible
\item Flexible --- hard-code as little as possible
\end { itemize}
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\end { frame}
\begin { frame} [fragile]
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\frametitle { Define a simple timing language}
\footnotesize
\begin { minted} [frame=leftline]{ python}
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# wait for trigger input and capture timestamp
start = trigger.timestamp_ mu(trigger.gate_ rising(100*ms))
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for i in range(3):
delay(5*us)
dds.pulse(900*MHz, 7*us) # first pulse 5 µs after trigger
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# re-reference time-line
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at_ mu(start + seconds_ to_ mu(1*ms))
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dds.pulse(200*MHz, 11*us) # exactly 1 ms after trigger
\end { minted}
\begin { itemize}
\item Written in a subset of Python
\item Executed on a CPU embedded on a FPGA (the \emph { core device} )
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\item \verb !now_ mu(), at_ mu(), delay_ mu(), delay()! describe time-line of an experiment
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\item Exact time is kept in an internal variable
\item That variable only loosely tracks the execution time of CPU instructions
\item The value of that variable is exchanged with the RTIO fabric that
does precise timing
\end { itemize}
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\end { frame}
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\begin { frame} [fragile]
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\frametitle { Convenient syntax additions}
\footnotesize
\begin { minted} [frame=leftline]{ python}
with sequential:
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with parallel:
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a.pulse(100*MHz, 10*us)
b.pulse(200*MHz, 20*us)
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with parallel:
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c.pulse(300*MHz, 30*us)
d.pulse(400*MHz, 20*us)
\end { minted}
\begin { itemize}
\item Experiments are inherently parallel:
simultaneous laser pulses, parallel cooling of ions in different trap zones
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\item \verb !parallel! and \verb !sequential! contexts with arbitrary nesting
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\item \verb !a! and \verb !b! pulses both start at the same time
\item \verb !c! and \verb !d! pulses both start when \verb !a! and \verb !b! are both done
(after 20\, µs)
\end { itemize}
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\end { frame}
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\begin { frame} [fragile]
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\frametitle { Physical quantities, hardware granularity}
\footnotesize
\begin { minted} [frame=leftline]{ python}
n = 1000
dt = 1.2345*ns
f = 345*MHz
dds.on(f, phase=0) # must round to integer tuning word
for i in range(n):
delay(dt) # must round to native cycles
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dt_ raw = seconds_ to_ mu(dt) # integer number of cycles
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f_ raw = dds.frequency_ to_ ftw(f) # integer frequency tuning word
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# determine correct (to FP precision) phase
# despite accumulation of rounding errors
phi = mu_ to_ seconds(n*dt_ raw)*dds.ftw_ to_ frequency(f_ raw)
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\end { minted}
\begin { itemize}
\item Need well defined conversion and rounding of physical quantities
(time, frequency, phase, etc.) to hardware granularity and back
\item Complicated because of calibration, offsets, cable delays,
non-linearities
\item No generic way to do it automatically and correctly
\item $ \rightarrow $ need to do it explicitly where it matters
\end { itemize}
\end { frame}
\begin { frame} [fragile]
\frametitle { Invite organizing experiment components and code reuse}
\footnotesize
\begin { minted} [frame=leftline]{ python}
class Experiment:
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def build(self):
self.ion1 = Ion(...)
self.ion2 = Ion(...)
self.transporter = Transporter(...)
@kernel
def run(self):
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with parallel:
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self.ion1.cool(duration=10*us)
self.ion2.cool(frequency=...)
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self.transporter.move(speed=...)
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delay(100*ms)
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self.ion1.detect(duration=...)
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\end { minted}
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\end { frame}
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\begin { frame} [fragile]
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\frametitle { RPC to handle distributed non-RT hardware}
\footnotesize
\begin { minted} [frame=leftline]{ python}
class Experiment:
def prepare(self): # runs on the host
self.motor.move_ to(20*mm) # slow RS232 motor controller
@kernel
def run(self): # runs on the RT core device
self.prepare() # converted into an RPC
\end { minted}
\begin { itemize}
\item When a kernel function calls a non-kernel function, it generates a RPC
\item The callee is executed on the host
\item Mechanism to report results and control slow devices
\item The kernel must have a loose real-time constraint (a long \verb !delay!)
or means of re-synchronization to cover communication, host, and device delays
\end { itemize}
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\end { frame}
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\begin { frame}
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\frametitle { Kernel deployment to the core device}
\footnotesize
\begin { itemize}
\item The Python AST is converted to LLVM IR
\item The LLVM IR is compiled to OpenRISC machine code
\item The OpenRISC binary is sent to the core device
\item The runtime in the core device links and runs the kernel
\item The kernel calls the runtime for communication (RPC) and interfacing
with core device peripherals (RTIO, DDS)
\end { itemize}
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\end { frame}
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\begin { frame}
\frametitle { Higher level features}
\footnotesize
\begin { itemize}
\item Device management: drivers, remote devices, device database
\item Parameter database \\
e.g.\ ion properties such as qubit flopping frequency
\item Scheduling of experiments \\
e.g.\ calibrations, queue
\item Archival of results (HDF5 format)
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\item Graphical user interface \\
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run with arguments, schedule, real-time plotting
\end { itemize}
\end { frame}
\begin { frame}
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\frametitle { Third-party hardware support}
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\footnotesize
\begin { itemize}
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\item Core device: KC705
\item High speed DDS with AD9914 \\
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(direct core device, $ < 25 $ channels)
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\item Waveform generation: PDQ (NIST)
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\item Lab Brick Digital Attenuators
\item Novatech 409B DDS
\item Thorlabs motor controllers
\end { itemize}
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\end { frame}
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\begin { frame}
\begin { center}
\includegraphics [width=3cm] { ../../logo/artiq.pdf} \\
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\url { https://m-labs.hk/artiq}
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\end { center}
\footnotesize
\begin { itemize}
\item Public mailing list (with archives)
\item Full source code, BSD licensed
\item Design applicable beyond ion trapping (superconducting qubits,
neutral atoms...)
\end { itemize}
\textit { Thanks to Robert J\" ordens, Joe Britton, Daniel Slichter and other members of the NIST Ion Storage Group for their support in developing ARTIQ.}
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\end { frame}
\end { document}