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Prepare 0.11.0 release (#1601)
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* Prepare 0.11.0 release

This commit prepares for the 0.11.0 release. It moves the release notes
to a self contained directory for the release and updates the wording
and details of the release notes. Once this commit merges it should be
the tagged commit for the release.

* Apply suggestions from code review

Co-authored-by: Jake Lishman <jake@binhbar.com>

Co-authored-by: Jake Lishman <jake@binhbar.com>
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mtreinish and jakelishman authored Sep 14, 2022
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---
features:
- |
Added support for :class:`~.BackendV2` to
:meth:`~.NoiseModel.from_backend`.
Now it can generate a :class:`~.NoiseModel` object from an
input :class:`~.BackendV2` instance. When a :class:`~.BackendV2`
input is used on :meth:`~.NoiseModel.from_backend` the two deprecated
options, ``standard_gates`` and ``warnings``, are gracefully ignored.
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---
features:
- |
Added Aer implementation of :mod:`~qiskit.primitives`,
:class:`~.qiskit_aer.primitives.Sampler` and :class:`~.qiskit_aer.primitives.Estimator.
Thes implementations of the :class:`~qiskit.primitives.BaseSampler` and
:class:`~qiskit.primitives.BaseEstimator` interfaces leverage qiskit aer to
efficiently perform the computation of the primitive operations. You can
refer to the :mod:`qiskit.primitives` docs for a more detailed description
of the primitives API.
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---
features:
- |
Added a shared library to Qiskit Aer that allows external programs to use
Aer's simulation methods. This is an experimental feature and its API
may be changed without the deprecation period.
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---
upgrade:
- |
Set default ``fusion_max_qubit`` and ``fusion_threshold`` depending on the configured
``method`` for :class:`~AerSimulator`. Previously, the default values of
``fusion_max_qubit`` and ``fusion_threshold`` were ``5`` and ``14`` respectively for
all simulation methods. However, their optimal values depend on running methods. If you
depended on the previous defaults you can explicitly set ``fusion_max_qubit=5`` or
``fusion_threshold=14`` to retain the previous default behavior. For example::
from qiskit_aer import AerSimulator
sim = AerSimulator(method='mps', fusion_max_qubit=5, fusion_threshold=14)
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prelude: |
The Qiskit Aer 0.11.0 release highlights are:
* The migration to a new self-contained Python namespace ``qiskit_aer``
* The introduction of the :class:`~.AerStatevector` class
* The introduction of Aer implementations of :mod:`~qiskit.primitives`,
:class:`~qiskit_aer.primitives.Sampler` and :class:`~qiskit_aer.primitives.Estimator`
* Introduction of support for running with `cuQuantum <https://developer.nvidia.com/cuquantum-sdk>`__

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