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About the autograd category
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0
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4006
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May 13, 2017
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Gradient ascent on some parameters while descent on others in a single model
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3
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38
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November 11, 2025
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Autograd and dead-code elimination
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1
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35
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November 7, 2025
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Batchnorm and back-propagation
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8
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3992
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November 3, 2025
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How to debug origin of nans in gradient of custom module
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3
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31
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October 29, 2025
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Optimizing a mask instead of weights
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2
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37
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October 27, 2025
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PyTorch AD with non-python functions
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1
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24
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October 22, 2025
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Brenier maps in Pytorch
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1
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27
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October 18, 2025
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Updating Selected parameters in each epoch
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1
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15
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October 17, 2025
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No grad & Autocast not working together
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1
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20
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October 14, 2025
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How to do back propagation with loss = ||f_{\Theta + \Delta P}(X) - Y||^2 + ||\Delta P||^2 instead of the usual loss = || f_{\Theta + \Delta}(X) - Y ||^2?
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2
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22
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October 14, 2025
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"RuntimeError: one of the variables needed for gradient computation has been modified by an inplace operation: [torch.FloatTensor [64, 1]], which is output 0 of AsStridedBackward0, is at version 3; expected version 2 instead. Hint: the backtrace further a
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10
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33011
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October 9, 2025
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Defining loss that maximizes separation
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0
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26
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October 1, 2025
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Ablation Hook I created seems to affect the calculations of the gradients on later layers
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5
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39
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September 30, 2025
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How do I set the order of pytorch hooks?
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5
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53
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September 29, 2025
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Updating tensors that are used in backpropagation but are not network parameters
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2
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42
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September 20, 2025
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Making autograd saved tensors hooks specific to certain arguments
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8
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205
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September 17, 2025
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what happens when I use torch.profiler.profile with activities=[torch.profiler.ProfilerActivity.CPU, torch.profiler.ProfilerActivity.CUDA]
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1
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501
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September 16, 2025
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Autograd engine thread creation
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2
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41
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September 8, 2025
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Solving PDEs using neural networks
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1
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2434
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September 5, 2025
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Hessian Vector Product for discounted-return-based loss function
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2
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48
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September 2, 2025
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How does torch.where work in autograd
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2
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48
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September 2, 2025
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Segmentation fault when calling .backward() after moving data to GPU (PyTorch + CUDA 12.1)
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7
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176
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August 28, 2025
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RuntimeError: derivative for aten::grid_sampler_3d_backward is not implemented
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3
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429
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August 24, 2025
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2nd derivative for attn is not working
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3
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627
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August 20, 2025
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Forward autodiff : Multiplying by python float changes the dual dtype in some situations
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4
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92
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August 13, 2025
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Skip the calculation of gradients for some layer after forward pass
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1
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38
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August 9, 2025
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PyTorch `torch.no_grad` vs `torch.inference_mode`
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2
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28732
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August 5, 2025
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RuntimeError when exponentiating matrix using eigendecomposition
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1
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40
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August 5, 2025
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Higher library and create/reatain graph error
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1
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57
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August 5, 2025
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