6-qubit Optimal Clifford Circuits
- URL: http://arxiv.org/abs/2012.06074v2
- Date: Wed, 24 Aug 2022 20:58:16 GMT
- Title: 6-qubit Optimal Clifford Circuits
- Authors: Sergey Bravyi, Joseph A. Latone, Dmitri Maslov
- Abstract summary: Clifford group elements can be used to perform magic state distillation and form randomized benchmarking protocols.
Finding short circuits is a hard problem; despite Clifford group being finite, its size grows quickly with the number of qubits.
We show how to extract arbitrary optimal 6-qubit Clifford circuit in $0.0009358$ and $0.0006274$ seconds using consumer- and enterprise-grade computers.
- Score: 8.024778381207128
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Clifford group lies at the core of quantum computation -- it underlies
quantum error correction, its elements can be used to perform magic state
distillation and they form randomized benchmarking protocols, Clifford group is
used to study quantum entanglement, and more. The ability to utilize Clifford
group elements in practice relies heavily on the efficiency of their
circuit-level implementation. Finding short circuits is a hard problem; despite
Clifford group being finite, its size grows quickly with the number of qubits
$n$, limiting known optimal implementations to $n{=}4$ qubits. For $n{=}6$, the
number of Clifford group elements is about $2.1{\cdot}10^{23}$. In this paper,
we report a set of algorithms, along with their C/C++ implementation, that
implicitly synthesize optimal circuits for all 6-qubit Clifford group elements
by storing a subset of the latter in a database of size 2.1TB (1KB=1024B). We
demonstrate how to extract arbitrary optimal 6-qubit Clifford circuit in
$0.0009358$ and $0.0006274$ seconds using consumer- and enterprise-grade
computers (hardware) respectively, while relying on this database.
Related papers
- QuCLEAR: Clifford Extraction and Absorption for Significant Reduction in Quantum Circuit Size [8.043057448895343]
Currently available quantum devices suffer from noisy quantum gates, which degrade the fidelity of executed quantum circuits.
We present QuCLEAR, a compilation framework designed to optimize quantum circuits.
arXiv Detail & Related papers (2024-08-23T18:03:57Z) - Towards large-scale quantum optimization solvers with few qubits [59.63282173947468]
We introduce a variational quantum solver for optimizations over $m=mathcalO(nk)$ binary variables using only $n$ qubits, with tunable $k>1$.
We analytically prove that the specific qubit-efficient encoding brings in a super-polynomial mitigation of barren plateaus as a built-in feature.
arXiv Detail & Related papers (2024-01-17T18:59:38Z) - Low-depth Clifford circuits approximately solve MaxCut [44.99833362998488]
We introduce a quantum-inspired approximation algorithm for MaxCut based on low-depth Clifford circuits.
Our algorithm finds an approximate solution of MaxCut on an $N$-vertex graph by building a depth $O(N)$ Clifford circuit.
arXiv Detail & Related papers (2023-10-23T15:20:03Z) - Simulation of IBM's kicked Ising experiment with Projected Entangled
Pair Operator [71.10376783074766]
We perform classical simulations of the 127-qubit kicked Ising model, which was recently emulated using a quantum circuit with error mitigation.
Our approach is based on the projected entangled pair operator (PEPO) in the Heisenberg picture.
We develop a Clifford expansion theory to compute exact expectation values and use them to evaluate algorithms.
arXiv Detail & Related papers (2023-08-06T10:24:23Z) - Learning efficient decoders for quasi-chaotic quantum scramblers [3.823356975862005]
We show that one can retrieve the scrambled information even without any previous knowledge of the scrambler.
A classical decoder can retrieve with fidelity one all the information scrambled by a random unitary.
Results show that one can learn the salient properties of quantum unitaries in a classical form.
arXiv Detail & Related papers (2022-12-21T20:19:53Z) - A single $T$-gate makes distribution learning hard [56.045224655472865]
This work provides an extensive characterization of the learnability of the output distributions of local quantum circuits.
We show that for a wide variety of the most practically relevant learning algorithms -- including hybrid-quantum classical algorithms -- even the generative modelling problem associated with depth $d=omega(log(n))$ Clifford circuits is hard.
arXiv Detail & Related papers (2022-07-07T08:04:15Z) - Clifford Circuit Optimization with Templates and Symbolic Pauli Gates [11.978356827088595]
The Clifford group is a finite subgroup of the unitary group generated by the Hadamard, the CNOT, and the Phase gates.
Here we consider the problem of finding a short quantum circuit implementing a given Clifford group element.
Our methods aim to minimize the entangling gate count assuming all-to-all qubit connectivity.
arXiv Detail & Related papers (2021-05-05T19:18:35Z) - Simulating quench dynamics on a digital quantum computer with
data-driven error mitigation [62.997667081978825]
We present one of the first implementations of several Clifford data regression based methods which are used to mitigate the effect of noise in real quantum data.
We find in general Clifford data regression based techniques are advantageous in comparison with zero-noise extrapolation.
This is the largest systems investigated so far in a study of this type.
arXiv Detail & Related papers (2021-03-23T16:56:14Z) - A Generic Compilation Strategy for the Unitary Coupled Cluster Ansatz [68.8204255655161]
We describe a compilation strategy for Variational Quantum Eigensolver (VQE) algorithms.
We use the Unitary Coupled Cluster (UCC) ansatz to reduce circuit depth and gate count.
arXiv Detail & Related papers (2020-07-20T22:26:16Z) - Hadamard-free circuits expose the structure of the Clifford group [9.480212602202517]
The Clifford group plays a central role in quantum randomized benchmarking, quantum tomography, and error correction protocols.
We show that any Clifford operator can be uniquely written in the canonical form $F_HSF$.
A surprising connection is highlighted between random uniform Clifford operators and the Mallows distribution on the symmetric group.
arXiv Detail & Related papers (2020-03-20T17:51:36Z) - Optimal Two-Qubit Circuits for Universal Fault-Tolerant Quantum
Computation [0.0]
We study two-qubit circuits over the Clifford+CS gate set.
We introduce an efficient and optimal synthesis algorithm for two-qubit Clifford+CS operators.
arXiv Detail & Related papers (2020-01-16T18:55:38Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.