From 975871d43654e3b534805b5a3975e98799b5b6f7 Mon Sep 17 00:00:00 2001 From: Maria Schuld Date: Mon, 2 May 2022 10:05:39 +0200 Subject: [PATCH 1/8] change introduction --- doc/introduction/pennylane.rst | 101 +++++++-------------------------- 1 file changed, 20 insertions(+), 81 deletions(-) diff --git a/doc/introduction/pennylane.rst b/doc/introduction/pennylane.rst index 9842cbd76b6..807092fe347 100644 --- a/doc/introduction/pennylane.rst +++ b/doc/introduction/pennylane.rst @@ -3,85 +3,24 @@ .. _pl_intro: -Introduction -============ +In a nutshell +============= + +PennyLane is a quantum computing software library that emphasises the ability to +automatically *train* or optimise quantum circuits. + +PennyLane connects quantum computing with powerful machine learning frameworks +like `NumPy `_'s `autograd `__, +`JAX `__, +`PyTorch `_, and `TensorFlow `_, +making them quantum-aware. Its central job is to manage the execution of quantum computations, including +the evaluation of circuits and the computation of their gradients. This information is forwarded to the classical +framework, creating seamless quantum-classical pipelines for quantum applications. + +PennyLane's design principle is that +circuits can be run on various kinds of simulators or hardware devices without making any changes -- +the complex job of optimising communication with the devices, compiling circuits to suit the backend, +and choosing the best gradient strategies is taken care of by the library. +PennyLane comes with default simulator devices, but is well-integrated with external software and hardware to run quantum +circuits---such as IBM's Qiskit, or Google's Cirq, Rigetti's Forest, or Xanadu's Strawberry Fields. -PennyLane provides a bridge between classical and quantum computations, making it -easy to build and optimize hybrid computations. Prominent examples are -*variational quantum eigensolvers* and *quantum machine learning models*. - -Bridging the classical and quantum world ----------------------------------------- - -Classical computations, as well as optimization or training of models, are executed using -one of the standard scientific computing or machine learning libraries. PennyLane provides an -**interface** to these libraries, making them quantum-aware. - -PennyLane's standard interface is `NumPy `_, -but interfaces to powerful machine learning libraries like `PyTorch `_, -`Tensorflow `_, and `JAX `__ are also available. - -The quantum computations are sent to a **device** for execution. A device can be real quantum -hardware or a classical simulator. PennyLane comes with default simulator devices, -but is well-integrated with external software and hardware to run quantum -circuits---such as Xanadu's Strawberry Fields, Rigetti's Forest, IBM's Qiskit, or Google's Cirq. - -Communication between the classical computing library and quantum devices is coordinated in -PennyLane via a suite of **plugins**: - -.. image:: ../_static/jigsaw.png - :align: center - :width: 90% - :target: javascript:void(0); - -| - -The main job of PennyLane is to manage the evaluation of parametrized quantum circuits -(so-called *variational circuits*) on quantum devices, -and to make them accessible to the machine learning libraries. -PennyLane also provides access to gradients of quantum circuits, which the machine -learning library can use to perform backpropagation, including through quantum -circuits---an essential process for optimization and machine learning. - -More details ------------- - -In the following sections you can learn more about the key features of PennyLane: - -.. image:: ../_static/code.png - :align: right - :width: 300px - :target: javascript:void(0); - -1. :doc:`circuits` shows how PennyLane unifies and simplifies - the process of programming quantum circuits with trainable parameters. - -.. - -2. :doc:`interfaces` introduces how PennyLane is used with different - optimization libraries to optimize quantum circuits or hybrid computations. - -.. - -3. :doc:`operations` outlines the various quantum circuit building blocks - provided in PennyLane. - -.. - -4. :doc:`measurements` presents the different options available to measure - the output of quantum circuits. - -.. - -5. :doc:`templates` gives an overview of different larger-scale composable - layers for building quantum algorithms. - -.. - -6. :doc:`optimizers` details the built-in tools for optimizing and training - quantum computing and quantum machine learning circuits. - -.. - -7. :doc:`configuration` provides details about how to customize - PennyLane and provide credentials for quantum hardware access. From 0aaea65f75ac9ae8f7600d37bde0de3130faa787 Mon Sep 17 00:00:00 2001 From: Maria Schuld Date: Mon, 2 May 2022 10:08:14 +0200 Subject: [PATCH 2/8] add pics --- doc/introduction/pennylane.rst | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/doc/introduction/pennylane.rst b/doc/introduction/pennylane.rst index 807092fe347..5727451dc6a 100644 --- a/doc/introduction/pennylane.rst +++ b/doc/introduction/pennylane.rst @@ -9,6 +9,11 @@ In a nutshell PennyLane is a quantum computing software library that emphasises the ability to automatically *train* or optimise quantum circuits. +.. image:: ../_static/header.png + :align: right + :width: 300px + :target: javascript:void(0); + PennyLane connects quantum computing with powerful machine learning frameworks like `NumPy `_'s `autograd `__, `JAX `__, @@ -17,6 +22,11 @@ making them quantum-aware. Its central job is to manage the execution of quantum the evaluation of circuits and the computation of their gradients. This information is forwarded to the classical framework, creating seamless quantum-classical pipelines for quantum applications. +.. image:: ../_static/code.png + :align: right + :width: 300px + :target: javascript:void(0); + PennyLane's design principle is that circuits can be run on various kinds of simulators or hardware devices without making any changes -- the complex job of optimising communication with the devices, compiling circuits to suit the backend, @@ -24,3 +34,7 @@ and choosing the best gradient strategies is taken care of by the library. PennyLane comes with default simulator devices, but is well-integrated with external software and hardware to run quantum circuits---such as IBM's Qiskit, or Google's Cirq, Rigetti's Forest, or Xanadu's Strawberry Fields. +.. image:: ../_static/jigsaw.png + :align: right + :width: 300px + :target: javascript:void(0); \ No newline at end of file From c6e666866925235829e9dc68be5306c5d56b35ab Mon Sep 17 00:00:00 2001 From: Maria Schuld Date: Mon, 2 May 2022 11:39:40 +0200 Subject: [PATCH 3/8] figure out best figure placement --- doc/_static/code-intro.png | Bin 0 -> 270111 bytes doc/introduction/pennylane.rst | 42 +++++++++++++++++++-------------- 2 files changed, 24 insertions(+), 18 deletions(-) create mode 100644 doc/_static/code-intro.png diff --git a/doc/_static/code-intro.png b/doc/_static/code-intro.png new file mode 100644 index 0000000000000000000000000000000000000000..3903f211459e9b4bd39af350cad8d110d331f3d8 GIT binary patch literal 270111 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Its central job is to manage the execution of quantum computations, including -the evaluation of circuits and the computation of their gradients. This information is forwarded to the classical -framework, creating seamless quantum-classical pipelines for quantum applications. +making them quantum-aware. + +Its central job is to manage the execution of quantum computations, including +the evaluation of circuits and the computation of their gradients. +This information is forwarded to the classical +framework, creating seamless quantum-classical pipelines for applications. -.. image:: ../_static/code.png +| + +.. figure:: ../_static/jigsaw.png :align: right - :width: 300px + :figwidth: 500px + :width: 450px :target: javascript:void(0); -PennyLane's design principle is that +PennyLane's design principle states that circuits can be run on various kinds of simulators or hardware devices without making any changes -- the complex job of optimising communication with the devices, compiling circuits to suit the backend, -and choosing the best gradient strategies is taken care of by the library. -PennyLane comes with default simulator devices, but is well-integrated with external software and hardware to run quantum -circuits---such as IBM's Qiskit, or Google's Cirq, Rigetti's Forest, or Xanadu's Strawberry Fields. +and choosing the best gradient strategies is taken care of. -.. image:: ../_static/jigsaw.png - :align: right - :width: 300px - :target: javascript:void(0); \ No newline at end of file +The library comes with default simulator devices, but is well-integrated with +`external software and hardware `__ to run quantum +circuits---such as IBM's Qiskit, or Google's Cirq, Rigetti's Forest, or Xanadu's Strawberry Fields. From ece62dcf6fd809c5e43dbf6c2579837c220ff7a4 Mon Sep 17 00:00:00 2001 From: Maria Schuld Date: Tue, 3 May 2022 08:21:12 +0200 Subject: [PATCH 4/8] improve first sentence --- doc/introduction/pennylane.rst | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/doc/introduction/pennylane.rst b/doc/introduction/pennylane.rst index 8f50367cee8..7eadf61ddfc 100644 --- a/doc/introduction/pennylane.rst +++ b/doc/introduction/pennylane.rst @@ -3,8 +3,8 @@ .. _pl_intro: -In a nutshell -============= +Overview +======== .. figure:: ../_static/code.png :align: left @@ -14,8 +14,9 @@ In a nutshell | -PennyLane is a quantum computing software library that emphasises the ability to -automatically train or optimise quantum circuits. +PennyLane is a cross-platform Python library for differentiable programming of +quantum computers, enabling the execution and training of quantum programs on various +backends. PennyLane connects quantum computing with powerful machine learning frameworks like `NumPy `_'s `autograd `__, From 0721d156abec2270a77b53ad7caa1af047c34d62 Mon Sep 17 00:00:00 2001 From: Maria Schuld Date: Tue, 3 May 2022 09:14:21 +0200 Subject: [PATCH 5/8] Update doc/introduction/pennylane.rst --- doc/introduction/pennylane.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/introduction/pennylane.rst b/doc/introduction/pennylane.rst index 7eadf61ddfc..1e2c31d0375 100644 --- a/doc/introduction/pennylane.rst +++ b/doc/introduction/pennylane.rst @@ -15,7 +15,7 @@ Overview | PennyLane is a cross-platform Python library for differentiable programming of -quantum computers, enabling the execution and training of quantum programs on various +quantum computers, enabling the execution and training of hybrid quantum-classical programs on various backends. PennyLane connects quantum computing with powerful machine learning frameworks From d8a3a099898f271303efc8192d86230125d426d5 Mon Sep 17 00:00:00 2001 From: Maria Schuld Date: Tue, 3 May 2022 09:41:57 +0200 Subject: [PATCH 6/8] Update doc/introduction/pennylane.rst --- doc/introduction/pennylane.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/introduction/pennylane.rst b/doc/introduction/pennylane.rst index 1e2c31d0375..548b6a0bbf3 100644 --- a/doc/introduction/pennylane.rst +++ b/doc/introduction/pennylane.rst @@ -3,8 +3,8 @@ .. _pl_intro: -Overview -======== +What is PennyLane? +================ .. figure:: ../_static/code.png :align: left From b98eef5fcb5684c906db5fe7a3edb30a401c11db Mon Sep 17 00:00:00 2001 From: Maria Schuld Date: Tue, 3 May 2022 09:42:47 +0200 Subject: [PATCH 7/8] Update doc/introduction/pennylane.rst --- doc/introduction/pennylane.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/introduction/pennylane.rst b/doc/introduction/pennylane.rst index 548b6a0bbf3..1c1e680fbe2 100644 --- a/doc/introduction/pennylane.rst +++ b/doc/introduction/pennylane.rst @@ -4,7 +4,7 @@ .. _pl_intro: What is PennyLane? -================ +================== .. figure:: ../_static/code.png :align: left From 435c2a4a775ce2bf41d6eb24268daa711368360a Mon Sep 17 00:00:00 2001 From: Maria Schuld Date: Wed, 4 May 2022 13:21:13 +0200 Subject: [PATCH 8/8] finalise first sentence --- doc/introduction/pennylane.rst | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/doc/introduction/pennylane.rst b/doc/introduction/pennylane.rst index 7eadf61ddfc..54206b6ba05 100644 --- a/doc/introduction/pennylane.rst +++ b/doc/introduction/pennylane.rst @@ -14,9 +14,8 @@ Overview | -PennyLane is a cross-platform Python library for differentiable programming of -quantum computers, enabling the execution and training of quantum programs on various -backends. +PennyLane is a cross-platform Python library for programming quantum computers. +Its differentiable programming paradigm enables the execution and training of quantum programs on various backends. PennyLane connects quantum computing with powerful machine learning frameworks like `NumPy `_'s `autograd `__,