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About the autograd category
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0
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3597
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May 13, 2017
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Parameters stuck at zero for custom layer
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6
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28
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May 1, 2024
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Custom gradients only for inputs that require grad
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2
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30
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May 1, 2024
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What does the function wrapper @once_differentiable do?
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5
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3496
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May 1, 2024
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In what situation does the decorator once_differentiable help?
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3
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47
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May 1, 2024
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2x slowdown when directly operating on parameter tensor in forward function
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2
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34
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April 30, 2024
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Compute gradient with respect to the input for high-dimensional output
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1
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28
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April 30, 2024
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Backprop through indices based on some operations
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3
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48
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April 29, 2024
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My network's weights get updated despite using torch.no_grad()
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4
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48
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April 29, 2024
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RuntimeError: one of the variables needed for gradient computation has been modified by an inplace operation: [torch.FloatTensor [200, 2]], which is output 0 of AsStridedBackward0, is at version 1401; expected version 1400 instead
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5
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161
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April 28, 2024
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Is it safe to modify output's grad and return as input's grad?
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6
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61
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April 28, 2024
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How to concatenate feature vectors from different extractors inplace
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0
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30
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April 27, 2024
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How to make my faster GPU execute two batches while my other GPU does a batch?
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0
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36
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April 26, 2024
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`zero_grad` before `step` causes gradient explosion?
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3
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67
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April 26, 2024
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Meta learning weight update
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0
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32
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April 26, 2024
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Propagate gradient to parameters not directly involved in computation
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9
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175
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April 25, 2024
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Is it safe to set flag for single autograd.Function.backward call
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3
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58
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April 24, 2024
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Diverging gradients obtained through: 1) tensor.register_hook in a class vs 2) module.register_full_backward_hook outside of a class
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0
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218
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April 24, 2024
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Fixing the Training Function for an LSTM model built from scratch
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4
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59
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April 24, 2024
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What is the detailed operations of `torchfunc.jvp`
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2
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54
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April 24, 2024
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Getting gradients with respect to input features for a batched input
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3
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50
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April 23, 2024
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CUDA Out of Memory Error with jvp() in Large Model Training - Need Insights or Fixes
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0
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42
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April 23, 2024
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Mixing pytorch autograd with custom vjp for optimization
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2
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28
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April 23, 2024
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Loss.backward() call not updating loss
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2
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38
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April 23, 2024
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Out.backward() and weight access
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1
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37
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April 23, 2024
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Backpropagating w.r.t detached tensor
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2
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35
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April 23, 2024
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A question about autograd.Function
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2
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51
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April 23, 2024
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Backpropagate several error values
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5
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72
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April 22, 2024
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Finding the Diagonal of Hessian wrt Input for Vector-Valued Functions
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1
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53
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April 21, 2024
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Grad becomes nan for all parameters
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7
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107
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April 20, 2024
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