qml.devices

Warning

Unless you are a PennyLane or plugin developer, you likely do not need to use these classes directly.

See the main plugins page for more details on available plugins.

Modules

This subpackage provides default devices for PennyLane, which do not need external plugins to be installed. The default devices provide basic built-in qubit and CV circuit simulators that can be used with PennyLane without the need for additional dependencies. They may also be used in the PennyLane test suite in order to verify and test quantum gradient computations.

default_qubit	The default.qubit device is PennyLane’s standard qubit-based device.
default_qubit_jax	This module contains a jax implementation of the DefaultQubit reference plugin.
default_qubit_torch	This module contains a PyTorch implementation of the DefaultQubit reference plugin.
default_qubit_tf	This module contains a TensorFlow implementation of the DefaultQubit reference plugin.
default_qubit_autograd	This module contains an autograd implementation of the DefaultQubit reference plugin.
default_gaussian	The default.gaussian device is a simulator for Gaussian continuous-variable quantum computations, and can be used as a template for writing PennyLane devices for new CV backends.
default_mixed	The default.mixed device is PennyLane’s standard qubit simulator for mixed-state computations.
default_qutrit	The default.qutrit device is PennyLane’s standard qutrit-based device.
tests	This subpackage provides integration tests for the devices with PennyLane’s core functionalities.

Next generation devices

pennylane.devices.experimental.Device in an experimental interface for the next generation of devices that will eventually replace pennylane.Device and pennylane.QubitDevice.

While the current interface pennylane.Device is imported top level, the new pennylane.devices.experimental.Device is accessible from the pennylane.devices.experimental submodule.

ExecutionConfig([grad_on_execution, …])	A class to configure the execution of a quantum circuit on a device.
Device([shots])	A device driver that can control one or more backends.
DefaultQubit2([shots, seed, max_workers])	A PennyLane device written in Python and capable of backpropagation derivatives.

code/qml_devices

 

Download Python script

 

Download Notebook

 

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