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Customized loss function while using opacus in personalized federated learning
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6
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576
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March 28, 2024
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Integrating Opacus for a custom pytorch model raises errors but works fine on its own
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1
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264
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March 20, 2024
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ModuleValidator.fix() causes gradients to be None
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2
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274
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March 20, 2024
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Error when applying Opacus to TVAE
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0
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289
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February 28, 2024
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IndexError: pop from empty list in grad_sample_module.py for opacus version > 0.9
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13
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3159
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January 30, 2024
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Opacus: How to disable backward hook temporally for multiple backward pass
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4
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1745
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January 30, 2024
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Is anyone available to assist me in resolving an error? I'm new to this topic, and the code I'm working with utilizes Opacus Version 1.4.0. Your guidance and support would be greatly appreciated
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0
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245
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January 19, 2024
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Data format for Input to Opacus
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1
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333
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January 2, 2024
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Loss.backward raises error with make_private()
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0
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329
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December 20, 2023
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Can opacus only inject differential noise in only one layer of parameters or some target layers?
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0
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271
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December 13, 2023
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Question Regarding Opacus Warning: Using a non-full backward hook when the forward contains multiple autograd Nodes is deprecated and will be removed in future versions
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0
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404
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November 30, 2023
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Using Opacus in Federated Learning -- sample_level privacy vs user_level privacy
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5
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1603
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October 18, 2023
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How to implement Opacus in a multi-model setup?
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2
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765
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October 18, 2023
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Noise addition to weights in a Federated Learning setting
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7
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1676
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September 9, 2023
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Is it possible to privatise an instance of a class via its own internal method?
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2
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692
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September 5, 2023
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Use Opacus on graph neural networks
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0
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378
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September 4, 2023
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Invalid value encountered in PoissonSubsampledGaussianPRV
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0
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489
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August 21, 2023
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Not detecting GPU RTX 4000
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4
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1336
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August 7, 2023
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Why DPSGD use Gaussian noise instead of Laplace
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1
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723
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July 30, 2023
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Need help with Optimizer Error!
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0
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461
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July 3, 2023
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What is the sampling rate of the image classifier with DP in the tutorial examples?
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2
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600
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June 2, 2023
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Functorch activations with multiple inputs
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0
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637
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May 11, 2023
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torch.cuda.OutOfMemoryError: CUDA out of memory.
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3
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1438
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April 25, 2023
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GAN raises "UserWarning: Using a non-full backward hook when the forward contains multiple..."
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2
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1486
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April 21, 2023
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Looking for a deep learning performance tips and tricks
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1
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1635
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March 17, 2023
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Why BatchNorm layer is not compatible with DP-SGD
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7
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2083
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January 30, 2023
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Opacus' Problem with Batch Norm vs TFP
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3
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812
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January 30, 2023
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Optimizer step failing with opacus
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2
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1460
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January 28, 2023
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Not sure if this layer is DP-friendly
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1
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723
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January 2, 2023
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Text Classification tutorial without frozen layers
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5
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891
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January 2, 2023
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