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Questions tagged [pysyft]

39 questions
4
votes
3 answers

AttributeError: type object 'Tensor' has no attribute 'fft'

when I import syft, the following error occured: AttributeError: type object 'Tensor' has no attribute 'fft' I followed the PySyft Doc installing syft. I tried import syft on both Ubuntu 18.04 and Google Colab environment. Both had the same…
nlite
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3
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1 answer

how "data" and "target" are choosen in a federated learning? (PySyft)

i can't understand how in function train() below, the variable (data, target) are choosen. def train(args, model, device, federated_train_loader, optimizer, epoch): model.train() for batch_idx, (data, target) in…
AleSsAnDrOll3991
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0 answers

Federated learning using custom model in Pytorch/Pysyft

I am trying to build a federated learning model. In my scenario, I have 3 workers and an orchestrator. The workers start the training and at the end of each training round, the models are being sent to the orchestrator, the orchestrator calculates…
Niki Papagora
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2 answers

ImportError: DLL load failed while importing lib with importing syft in vscode

I create a new environment (my_syft env) with conda and python 3.9.7 and install syft 0.5.0. Then I check the installation of my module and it's seem that the installations pass correctly C:\Users\tamir>conda activate my_syft_env …
Tamir Gabay
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2
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0 answers

PySyft Worker overfitting

I try to train a image classification (cifar10) with pysyft. My trainsetup has 10 workers where every worker gets betwen 800 and 1200 images of the dataset. My Problem is that after about 250-300 epochs, the train loss is at about 0.005 and the…
Oli Kuroh
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2
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1 answer

ModuleNotFoundError: No module named 'syft' (PySyft)

i install Pysyft using this : conda create -n pysyft python=3 conda activate pysyft activate pysyft" instead " pip install syft and yet when i try to import the library from syft.frameworks.torch.differential_privacy import pate it's show me…
Mohammed zain
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1 answer

What does this warning mean in PATE analysis?

Got warning while doing PATE analysis: Warning: May not have used enough values of l. Increase 'moments' variable and run again. from syft.frameworks.torch.differential_privacy import pate data_dep_eps, data_ind_eps =…
Dishin H Goyani
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1
vote
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Error installing Syft 0.2.5 in Colab: subprocess exited with error

I am trying to install Syft version 0.2.5 on Google Colab using the command !pip install syft==0.2.5. However, I am running into an error while installing the scipy dependency. The error message indicates that the subprocess to install the build…
Waleed Farrukh
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1
vote
1 answer

!pip install syft==0.8.0.post2 hook = sy.TorchHook(torch) but showing AttributeError: module 'syft' has no attribute 'TorchHook'

I am using google colab to execute the program. Pythoon veersion is 3.10.11 !pip install syft==0.8.0.post2 hook = sy.TorchHook(torch) but showing AttributeError: module 'syft' has no attribute 'TorchHook' !pip install syft==0.8.0.post2 hook =…
Kamalika
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1 answer

ERROR: Could not find a version that satisfies the requirement torchvision~=0.5.0 (from syft)

Last week iam working with syft==0.2.9 and it was working great! but this week when i tried to install syft==0.2.9 i have this error "ERROR: Could not find a version that satisfies the requirement torchvision~=0.5.0 (from syft) (from versions:…
Nwadher
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vote
0 answers

why is api calls from the pysyft library causing a ModuleNotFoundError?

I am trying to work on a federated learning project and I am just at the beginning. I tried to import a class called "BaseDataset" from the pysyft library as shown in the following. import syft.frameworks.torch.fl.dataset as st dataset =…
Tomas
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0 answers

Create a sy.BaseDataset from dataloader

I have an image dataset so I load it with pytorch in this manner: training_dataset = datasets.ImageFolder(path) train_set = torch.utils.data.DataLoader(training_dataset) my train_set is a torch.dataloader.DataLoader however I want to get…
seni
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1 answer

AttributeError: module 'syft' has no attribute 'FederatedDataLoader'

I have just started using pysyft to implement federated-learning. While following one of the tutorials, I got stuck on an error: Code which I have used: import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as…
onapte
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Print the values of torch tensor in created by pysyft paillier encryption

I am trying to get the actual encrypted values from the encrypted tensor. How can I get the values, it prints the object.
bimal karki
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1
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2 answers

AttributeError: module 'syft' has no attribute 'TorchHook'

Please seeking help from expert: When I am using pysyft library in python I am getting this error ( AttributeError: module 'syft' has no attribute 'TorchHook') Here is my code screenshot [1]: https://i.stack.imgur.com/rPxWw.png my environment…
Shahedul Islam
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