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About the autograd category
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0
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4092
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May 13, 2017
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Does autograd differentiate with respect to the linspace arguments
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2
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86
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August 3, 2026
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Is it safe to reuse the same PyTorch loss module across multiple environments in a single training iteration?
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2
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124
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July 6, 2026
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Building a PyTorch curriculum that teaches math through code, not as a prerequisite
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1
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123
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June 18, 2026
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Truncating part of a computational graph
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1
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93
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June 16, 2026
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Continuous CPU RAM growth during LSTM training with cuDNN enabled (PyTorch 2.7.1 / CUDA 12.8 / cuDNN 9.10.0.2)
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0
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74
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June 2, 2026
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How does autograd deal with minibatches?
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1
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80
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May 29, 2026
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Using Jax code with PyTorch code
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16
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2442
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May 26, 2026
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Plotting the gradient computation graph including values
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0
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55
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April 15, 2026
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Segmentation fault when calling .backward() after moving data to GPU (PyTorch + CUDA 12.1)
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8
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455
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April 14, 2026
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How to get the version numbers of a Module's Parameters?
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5
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970
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March 13, 2026
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Requires_grad becomes false after some operation
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3
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146
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March 3, 2026
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Problem of freeze metrics after first epoch
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1
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94
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February 28, 2026
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Function 'Scaled Dot Product Efficient Attention Backward0' returned nan values in its 0th output
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13
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2299
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February 9, 2026
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RNN memory management: RuntimeError: one of the variables needed for gradient computation has been modified by an inplace operation
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2
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115
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February 6, 2026
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About the sign of gradients from token probability w.r.t. intermediate activations during inference
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1
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89
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January 12, 2026
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Using `forward_pre_hook` to attribute CUDA OOMs to module execution context
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2
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121
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January 8, 2026
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PyTorch CPU RAM Usage Grows Rapidly When Assembling Forces from CNN Output—How to Prevent Memory Leak?
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0
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87
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December 11, 2025
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Simple extension of autograd saved tensor hook mechanism
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4
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165
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December 10, 2025
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Does scaled_dot_product_attention's backward support reproduce
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0
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80
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December 10, 2025
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How to make a manually changed loss work in backpropagation
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1
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89
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December 3, 2025
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torch.autograd.Function and free function
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2
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116
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December 3, 2025
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Autograd and dead-code elimination
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2
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169
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November 18, 2025
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Does PyTorch muon optimizer supports 4D weights?
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1
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188
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November 17, 2025
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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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155
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November 11, 2025
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Batchnorm and back-propagation
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8
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4196
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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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168
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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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155
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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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96
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October 22, 2025
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Brenier maps in Pytorch
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1
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135
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October 18, 2025
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