Quantum Computing Initiative An Update on …...2018/06/20 · Quantum Computing Initiative 20...
Transcript of Quantum Computing Initiative An Update on …...2018/06/20 · Quantum Computing Initiative 20...
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Confidential & Proprietary
An Update on Google’s Quantum Computing Initiative
20 June, 2018
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Brains that recognize and anticipate behaviors of Heat, Light, Momentum, Gravity, etc. have an Evolutionary Advantage.
Quantum phenomena contradict our intuition.
Our Brains are Wired for Newtonian Physics
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Interference, “Erasure”, etc.
Quantum Theory Explains Cleanly…
...but the Math looks Strange
How can a Particle beOn Two Paths at the Same Time?
Quantum Phenomena Contradict Intuition
1 ii 1
1√2
1 ii 1
1√2
1i
1√2
1i
1√2
( )PuPr
( )01
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|0⟩ + |1⟩
Quantum Data
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Quantum Data
( |0⟩+|1⟩ )2= |00⟩+|01⟩+|10⟩+|11⟩
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( |0⟩+|1⟩ )nn=50: supercomputer
n=300: more states thanatoms in universe
Really Big Data
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Macroscopic QM Enables New PhysicsControl of single quantum systems, to quantum computers
1 nm 1 μm 1 mm
Large “atom” has roomfor complex control
H atomwavefunctions:
01
Problem:Light is 1000x larger
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Xmon: Direct coupling + Tunable Transmons Direct qubit-qubit capacitive coupling Turn interaction on and off with frequency
control
Qubit A Qubit B
Coupling g
SQUID
Freq
uenc
y
Coupling rate Ωzz ≈ 4ηg2 / Δ2
Qubit
Δ
η
f10
f21
“OFF”
Freq
uenc
y
Qubit
“ON”
g
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Classical circuit: Quantum circuit:
Logic Built from Universal Gates
1 bit NOT2 bit ANDWiring fan-out
1 qubit rotation2 qubit CNOTNo copy
mea
sure
k
|ψ⟩ =
|0⟩
time(space+time )Confidential & Proprietary
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Execution of a Quantum Simulation
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9 Qubit: Good performance, Limited Scaling9 qubit device has good performance ErrCZ down to 0.6% ErrSQ < 0.1% ErrRO = 1%
Limited to 1D connectivity (planar geometry)
Scale-up strategy: move qubits, control to different planes
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Bond together two separate chips
Qubits → “Chip”
Control → “Carrier”
Superconducting interconnect
Use lossless vacuum as dielectric
Bump-Bond Architecture
“Chip”
“Carrier”bumps
30 μmIn
TiN
Al
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Design must be “tileable” (control fits in qubit footprint)
Readout resonator XY coupler SQUID coupler
Need to shield qubits from interior wire routing
Small coupling to 50Ω line will decohere qubit
Scaling to 2D Control (substrate)
Qubits (chip)
Res
Res
Res
Res
Res
Res
Res
Res
Res
Res
Res
Res
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“Foxtail” 22 Qubit Device“Carrier”
Readout XY control Z control
“Chip” Qubits
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Space-Time Volume of a Quantum Gate Computation
2 qubit gate fidelity = 99.5%
Gate Depth
Uncorrected Gate “Circuits” Limited byFidelity of Operationsand Decoherence Times
Fidelity is the Third Dimension
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Goals for Near-Term Scaling
100 101 102 103 104 105 106 107 108
Number of Qubits
10-2
10-3
10-4
Lim
iting
err
or ra
te
Useful error corrected QC
Near-termapplications
Classically simulatable
?
Error correction threshold∗ “Quantum Supremacy”
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Do what classical CPUsCannot do:
Quantum “Supremacy”Which computer is better at landing samples the “Bright Spots” ?
index k0 2n
prob
abili
ty p
(k)/p
err
Ideal distributionMultiple errors
e-p
ordered index k0 2n
prob
abili
ty p
(k)/p
err
>50 Qubits, >40 Steps
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Toward Universal Fault-Tolerant QC
Qubit error rates ~10-2-10-3 per operation Universal QC requires ~10-10
Error correction: Low error logical qubit made with many
physical qubits Surface code error correction:
2D array of qubits (n.n. coupling) Modest error rates (1% threshold,
0.1% target) Useful at 106 physical qubits
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2D Grid Topology for O(100) Qubits
The right shape and size to do first and second order error correction.
X, Z, and leakage errors supressable.
Hopefully prove Nature permits robust quantum computation.
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Diagonal for surface code:all “measure” qubits on same line
Condense footprint across 2 chips Introduce shielded wiring between qubits Tile unit cell for 2D array
Unit cell: Condensed, diagonal linear chain
2D Unit Cell
Unit cell designed for surface code
ROXYZ
ROXYZ
ROXYZ
ROXYZ
ROXYZ
ROXYZ
Readout line
Con
dens
e
rotate
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“Bristlecone” Architecture
Tile for a 2D grid of n.n. coupled qubitsBonus: Looks like a pine cone!
Tile
12 unit cells of 6 qubits = 72 qubits
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Photo: Erik Lucero
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“72 qubits cold in fridge”
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Oh, Yeah, the Software...
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Tool Chain Overview, as Measured Today
quantum processor
quantum simulator
quantumhardware language
results
qhl
qhl
results
results
TBA
numpy simulator
engine Santa Barbara
Google datacenters
core
Google Cloud
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Tool Structure
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Use Case: Quantum Program Writer
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Use Case: Optimizer
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Use Case: Transcoder
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Hello Qubitnamespacing: most commands accessible as tool.X
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Hello Qubit (Continued)
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Quantum Computer Timeline
Quantum Supremacy
Beyond classical computing capability demonstrated for a select computational problem
NISQ - “Noisy Intermediate Scale Quantum”: Pre-error-corrected quantum processors
Potential applications
Simulation of Quantum Systems Optimization Sampling Machine Learning
201x 202x
Error corrected quantum computer
Growing list of quantum algorithms for wide variety of applications with proven speedups
Unstructured Search Factoring Semi-definite Programming Solving Linear Systems ...
49 qubits @ 0.5 Error ~106 qubits @ 0.1 Error
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Thanks for Your Attention!