quantum

quantum copied to clipboard

How to apply `PQC` or `ControlledPQC`?

16

I am using `ControlledPQC` and `PQC` for a couple of times in quantum machine learning. My question is that since I don't have any encoding data to be integrated into...

Shuhul24

Can we use two `PQC` or `ControlledPQC` layers in same `Sequential` class?

6

I want two different quantum circuits, H1 and H2, in same `Sequential` class, similar to two `tf.keras.layers.Dense` that have different weight values, bias values and number of neurons as well....

Shuhul24

Is it possible to return just the output of the quantum circuit without any operators involved?

4

I am using `tfq.layers.PQC` and `tfq.layers.ControlledPQC` extensively, but say I don't want to check the expectation value of the qubit state rather just want to check what's the output of...

Shuhul24

Hi, are you planning to release source tarballs here and on pypi, for versions 0.7.0, 0.7.1, 0.7.2 and future ones? Thanks in advance, Marco

marcodelapierre

Does `tensorflow-quantum` supports multiple GPU?

1

I am using `TFQ` for executing of quantum neural networks, but as I need it to be faster, I am trying to run it on multiple GPUs. Has `tensorflow-quantum` team...

Shuhul24

How to use a QNN with encrypted data?

10

Hi, How can I use the model mentioned in [this](https://www.tensorflow.org/quantum/tutorials/mnist) tutorial for [this](https://github.com/facebookresearch/CrypTen/blob/main/tutorials/Tutorial_4_Classification_with_Encrypted_Neural_Networks.ipynb) use case?

sauravtii

Add new project in 6G for Quantum on AI

6

Add new project in 6G for Quantum on AI by Emirhan BULUT

emirhanai

Permission to use the data from the MNIST tutorial

1

Hi, I recently published an article on Medium titled "[How to Classify Encrypted Data using a Quantum Neural Network Model?](https://pawarsaurav842.medium.com/what-is-quantum-machine-learning-and-how-to-create-a-quantum-neural-network-model-a59bd571021d)". In the article I have used MNIST images and quantum...

sauravtii

If I want to compute the jacobian inside of gradient tape (so I can use it downstream in optimization) classically I can do: ```python x = tf.random.normal([7, 1]) model =...

lockwo

Allow custom gate serialization

6

Currently we hardcode the set of serializable gates in a global variable [here](https://github.com/tensorflow/quantum/blob/d9c14b24628cf34ebf6c52bce278ed02b4003ab0/tensorflow_quantum/core/serialize/serializer.py#L370). It will be useful to various teams to allow the user to set this serializer to correspond...

zaqqwerty