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About the autograd category
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0
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3589
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May 13, 2017
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My network's weights get updated despite using torch.no_grad()
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0
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9
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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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20
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April 26, 2024
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Is it safe to modify output's grad and return as input's grad?
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3
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28
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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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41
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April 26, 2024
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Meta learning weight update
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0
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21
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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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168
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April 25, 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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3
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112
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April 24, 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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54
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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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90
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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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47
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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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51
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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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41
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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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33
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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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24
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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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30
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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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33
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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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29
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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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45
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April 23, 2024
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Backpropagate several error values
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5
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63
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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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48
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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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102
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April 20, 2024
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How do I get `torch.onnx.export` to work with `aot_module`?
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1
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48
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April 19, 2024
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Differences between 'params.grad' and 'params.grad.data'
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1
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41
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April 19, 2024
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Model forward slows down when disabling gradients
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5
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84
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April 19, 2024
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Signed distance transform computation of predicted segmentation
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6
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4207
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April 19, 2024
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Intuition Behind Nesterov Update Rule for SGD w/ Momentum
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0
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40
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April 19, 2024
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Omit loss.backward for forward-only algos?
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2
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57
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April 18, 2024
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Set a portion of a tensor to have requires_grad=False
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9
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1418
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April 18, 2024
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Is there a way of accessing grad from other parameters in torch.optim.Optimiter.step() function?
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2
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42
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April 18, 2024
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